# Good for Bots report: goodforbots\.com

Website: https://goodforbots\.com
Report: https://goodforbots.com/r/goodforbots.com
Scan: cmuo0n1du000101nrbtiif2ar
Scanned at: 2026-09-30T11:22:41.031Z
Status: completed
Rubric: 0\.7\.0
Score: 100/100 (Excellent)

Name: Good for Bots

## Access & usage policy

GoodForBotsBot received HTTP 200 via a direct request\. No indexing restriction was observed in the supported homepage directives\.

Sampled URL: https://goodforbots\.com/

Crawler identities:

- goodforbotsbot: Good for Bots, Site diagnostics.
- \*: Unspecified, Default robots group.
- oai\-searchbot: OpenAI, ai\-search.
- claude\-searchbot: Anthropic, ai\-search.
- perplexitybot: Perplexity, ai\-search.
- mistralai\-index: Mistral, ai\-search.
- kimi\-searchbot: Moonshot AI, ai\-search.
- amzn\-searchbot: Amazon, ai\-search.
- meta\-webindexer: Meta, ai\-search.
- exasearchbot: Exa, ai\-search.
- aiwebindex: Lyrenth, ai\-search.
- duckassistbot: DuckDuckGo, ai\-search.
- shapbot: Parallel, ai\-search.
- yandexadditional: Yandex, ai\-search.
- yandexadditionalbot: Yandex, ai\-search.
- gptbot: OpenAI, ai\-training.
- claudebot: Anthropic, ai\-training.
- mistralai\-training: Mistral, ai\-training.
- kimibot: Moonshot AI, ai\-training.
- ai2bot: Unspecified, Unknown.
- applebot\-extended: Apple, ai\-training.
- webzio\-extended: Webz\.io, ai\-training.
- chatgpt\-user: OpenAI, user\-fetch.
- claude\-user: Anthropic, user\-fetch.
- perplexity\-user: Perplexity, user\-fetch.
- mistralai\-user: Mistral, user\-fetch.
- kimi\-user: Moonshot AI, user\-fetch.
- amzn\-user: Amazon, user\-fetch.
- diffbot\-user: Diffbot, user\-fetch.
- firecrawlagent: Firecrawl, extraction.
- webzio: Webz\.io, extraction.
- meta\-externalfetcher: Meta, user\-fetch, agent.
- google\-extended: Google, ai\-training, grounding.
- meta\-externalagent: Meta, ai\-training, product\-improvement.
- amazonbot: Amazon, ai\-training, product\-improvement.
- ccbot: Common Crawl, open\-dataset, ai\-training.
- googlebot: Google, search.
- bingbot: Microsoft, search.

### Declared crawling rules

No matching refusal for this URL was found for the listed identities\.

- GoodForBotsBot/1\.0 \(\+https://goodforbots\.com/bot\): The recorded robots admission decision allowed our crawler to proceed\.
  Source: Scan admission; URL: https://goodforbots\.com/; scope: GoodForBotsBot admission along the homepage request chain; state: allowed.

[Related check: robots\-txt](https://goodforbots.com/standards?rubric=0.7.0#robots-txt)

- goodforbotsbot, \*, oai\-searchbot, claude\-searchbot, perplexitybot, mistralai\-index, kimi\-searchbot, amzn\-searchbot, meta\-webindexer, exasearchbot, aiwebindex, duckassistbot, shapbot, yandexadditional, yandexadditionalbot, gptbot, claudebot, mistralai\-training, kimibot, ai2bot, applebot\-extended, webzio\-extended, chatgpt\-user, claude\-user, perplexity\-user, mistralai\-user, kimi\-user, amzn\-user, diffbot\-user, firecrawlagent, webzio, meta\-externalfetcher, google\-extended, meta\-externalagent, amazonbot, ccbot, googlebot, bingbot: No matching refusal for this URL in the applicable robots group\. This is a declaration, not an access test\.
  Source: robots\.txt; URL: https://goodforbots\.com/robots\.txt; scope: Acquisition of https://goodforbots\.com/; state: allowed.

```text
User-agent: *
User-agent: oai-searchbot
User-agent: chatgpt-user
User-agent: claude-searchbot
User-agent: claude-user
User-agent: perplexitybot
User-agent: perplexity-user
allow: /
```

[Related check: robots\-txt](https://goodforbots.com/standards?rubric=0.7.0#robots-txt)

[Related check: ai\-crawler\-rules](https://goodforbots.com/standards?rubric=0.7.0#ai-crawler-rules)

[Related check: ai\-crawler\-access](https://goodforbots.com/standards?rubric=0.7.0#ai-crawler-access)

### Observed access

GoodForBotsBot received HTTP 200 via a direct request\.

- GoodForBotsBot/1\.0 \(\+https://goodforbots\.com/bot\): Our request received HTTP 200\. A status alone does not identify a WAF\.
  Source: Direct request; URL: https://goodforbots\.com; scope: Our recorded direct transport attempt; intermediate attempt URLs are not retained; state: observed.

```text
HTTP 200
```

[Related check: homepage\-availability](https://goodforbots.com/standards?rubric=0.7.0#homepage-availability)

- GoodForBotsBot/1\.0 \(\+https://goodforbots\.com/bot\): GoodForBotsBot received HTTP 200 via a direct request\.
  Source: Final homepage response; URL: https://goodforbots\.com/; scope: homepage response; state: observed.

```text
HTTP 200
Transport: direct
```

[Related check: homepage\-availability](https://goodforbots.com/standards?rubric=0.7.0#homepage-availability)

[Related check: waf\-challenge](https://goodforbots.com/standards?rubric=0.7.0#waf-challenge)

### Indexing directives

No indexing restriction was observed in the supported homepage directives\.

- Scope unresolved: No indexing restriction was observed in the supported homepage directives\.
  Source: Homepage directives; URL: https://goodforbots\.com/; scope: homepage response; state: not-observed.

[Related check: indexing\-blocks](https://goodforbots.com/standards?rubric=0.7.0#indexing-blocks)

### Search snippets

No snippet restriction was observed in the supported homepage directives\.

- Scope unresolved: No snippet restriction was observed in the supported homepage directives\.
  Source: Homepage directives; URL: https://goodforbots\.com/; scope: homepage response; state: not-observed.

[Related check: indexing\-blocks](https://goodforbots.com/standards?rubric=0.7.0#indexing-blocks)

### Search usage

A preference allowing this use applies to at least one listed identity\.

- goodforbotsbot, \*, oai\-searchbot, claude\-searchbot, perplexitybot, mistralai\-index, kimi\-searchbot, amzn\-searchbot, meta\-webindexer, exasearchbot, aiwebindex, duckassistbot, shapbot, yandexadditional, yandexadditionalbot, gptbot, claudebot, mistralai\-training, kimibot, ai2bot, applebot\-extended, webzio\-extended, chatgpt\-user, claude\-user, perplexity\-user, mistralai\-user, kimi\-user, amzn\-user, diffbot\-user, firecrawlagent, webzio, meta\-externalfetcher, google\-extended, meta\-externalagent, amazonbot, ccbot, googlebot, bingbot: No applicable AIPREF preference was established for this purpose\.
  Source: AIPREF Content\-Usage; URL: https://goodforbots\.com/; scope: Purpose: search; applicable robots group/path and this response's header; state: unstated.

[Related check: content\-signals](https://goodforbots.com/standards?rubric=0.7.0#content-signals)

- goodforbotsbot, \*, oai\-searchbot, claude\-searchbot, perplexitybot, mistralai\-index, kimi\-searchbot, amzn\-searchbot, meta\-webindexer, exasearchbot, aiwebindex, duckassistbot, shapbot, yandexadditional, yandexadditionalbot, gptbot, claudebot, mistralai\-training, kimibot, ai2bot, applebot\-extended, webzio\-extended, chatgpt\-user, claude\-user, perplexity\-user, mistralai\-user, kimi\-user, amzn\-user, diffbot\-user, firecrawlagent, webzio, meta\-externalfetcher, google\-extended, meta\-externalagent, amazonbot, ccbot, googlebot, bingbot: The applicable crawler group declares these Content Signals\. They are separate from permission to fetch and from AIPREF\.
  Source: Content\-Signal; URL: https://goodforbots\.com/robots\.txt; scope: Purpose: search; applicable crawler group for https://goodforbots\.com/; state: allowed.

```text
Content-Signal: search=yes, ai-input=yes
```

[Related check: content\-signals](https://goodforbots.com/standards?rubric=0.7.0#content-signals)

### AI input and use

A preference allowing this use applies to at least one listed identity\.

- goodforbotsbot, \*, oai\-searchbot, claude\-searchbot, perplexitybot, mistralai\-index, kimi\-searchbot, amzn\-searchbot, meta\-webindexer, exasearchbot, aiwebindex, duckassistbot, shapbot, yandexadditional, yandexadditionalbot, gptbot, claudebot, mistralai\-training, kimibot, ai2bot, applebot\-extended, webzio\-extended, chatgpt\-user, claude\-user, perplexity\-user, mistralai\-user, kimi\-user, amzn\-user, diffbot\-user, firecrawlagent, webzio, meta\-externalfetcher, google\-extended, meta\-externalagent, amazonbot, ccbot, googlebot, bingbot: No applicable AIPREF preference was established for this purpose\.
  Source: AIPREF Content\-Usage; URL: https://goodforbots\.com/; scope: Purpose: ai\-use; applicable robots group/path and this response's header; state: unstated.

[Related check: content\-signals](https://goodforbots.com/standards?rubric=0.7.0#content-signals)

- goodforbotsbot, \*, oai\-searchbot, claude\-searchbot, perplexitybot, mistralai\-index, kimi\-searchbot, amzn\-searchbot, meta\-webindexer, exasearchbot, aiwebindex, duckassistbot, shapbot, yandexadditional, yandexadditionalbot, gptbot, claudebot, mistralai\-training, kimibot, ai2bot, applebot\-extended, webzio\-extended, chatgpt\-user, claude\-user, perplexity\-user, mistralai\-user, kimi\-user, amzn\-user, diffbot\-user, firecrawlagent, webzio, meta\-externalfetcher, google\-extended, meta\-externalagent, amazonbot, ccbot, googlebot, bingbot: The applicable crawler group declares these Content Signals\. They are separate from permission to fetch and from AIPREF\.
  Source: Content\-Signal; URL: https://goodforbots\.com/robots\.txt; scope: Purpose: ai\-use; applicable crawler group for https://goodforbots\.com/; state: allowed.

```text
Content-Signal: search=yes, ai-input=yes
```

[Related check: content\-signals](https://goodforbots.com/standards?rubric=0.7.0#content-signals)

### AI training

No applicable preference for this use was established\.

- goodforbotsbot, \*, oai\-searchbot, claude\-searchbot, perplexitybot, mistralai\-index, kimi\-searchbot, amzn\-searchbot, meta\-webindexer, exasearchbot, aiwebindex, duckassistbot, shapbot, yandexadditional, yandexadditionalbot, gptbot, claudebot, mistralai\-training, kimibot, ai2bot, applebot\-extended, webzio\-extended, chatgpt\-user, claude\-user, perplexity\-user, mistralai\-user, kimi\-user, amzn\-user, diffbot\-user, firecrawlagent, webzio, meta\-externalfetcher, google\-extended, meta\-externalagent, amazonbot, ccbot, googlebot, bingbot: No applicable AIPREF preference was established for this purpose\.
  Source: AIPREF Content\-Usage; URL: https://goodforbots\.com/; scope: Purpose: train\-ai; applicable robots group/path and this response's header; state: unstated.

[Related check: content\-signals](https://goodforbots.com/standards?rubric=0.7.0#content-signals)

- goodforbotsbot, \*, oai\-searchbot, claude\-searchbot, perplexitybot, mistralai\-index, kimi\-searchbot, amzn\-searchbot, meta\-webindexer, exasearchbot, aiwebindex, duckassistbot, shapbot, yandexadditional, yandexadditionalbot, gptbot, claudebot, mistralai\-training, kimibot, ai2bot, applebot\-extended, webzio\-extended, chatgpt\-user, claude\-user, perplexity\-user, mistralai\-user, kimi\-user, amzn\-user, diffbot\-user, firecrawlagent, webzio, meta\-externalfetcher, google\-extended, meta\-externalagent, amazonbot, ccbot, googlebot, bingbot: The applicable crawler group declares these Content Signals\. They are separate from permission to fetch and from AIPREF\.
  Source: Content\-Signal; URL: https://goodforbots\.com/robots\.txt; scope: Purpose: train\-ai; applicable crawler group for https://goodforbots\.com/; state: unstated.

```text
Content-Signal: search=yes, ai-input=yes
```

[Related check: content\-signals](https://goodforbots.com/standards?rubric=0.7.0#content-signals)

- Crawler coverage includes the registered identities and up to 50 user\-agent entries from robots\.txt\. Source excerpts and detail groups are bounded; omissions are labelled\.
- Observed access describes GoodForBotsBot only\. Other crawler entries describe declared rules, not tests of those operators' access\.
- Coverage is the sampled homepage response and collected robots\.txt files\. No indexing or citation is guaranteed\. Usage preferences are declarations, not a legal determination of permission\.
- This explanation adds no points or penalties\. Any score effects belong to the linked checks\.
- AIPREF and Content Signals keep their own definitions\. AIPREF search can include processing used exclusively for search; training preferences are not a blanket ruling on every search process\.

Evaluates website readability for AI crawlers and language models with a scoring rubric

## About this site

Good for Bots is a website evaluation service and public directory that measures how accessible and readable websites are to AI crawlers and language models\. It provides a technical visibility score out of 100 based on checks such as robots\.txt, llms\.txt, sitemaps, and raw HTML content\. The platform is designed for website owners and developers who want to test, monitor, and improve their site architecture for AI agents\. It offers a free tier with basic scans, a Pro tier for weekly monitoring and fix prompts, and paid homepage placement slots\.

## Through a bot's eyes

Written from the response GoodForBotsBot received in scan cmuo0n1du000101nrbtiif2ar (2026-09-30T11:22:41.031Z), before any JavaScript ran.

### What a bot can read

A language model reading the provided text learns that Good for Bots evaluates websites for AI crawler accessibility and assigns a score out of 100\. The text details the specific features of the free plan, a Pro plan priced at nine dollars per listing, and a Featured homepage slot priced at twenty dollars a month\. It provides extensive information on what the scanner checks, including robots\.txt, llms\.txt, sitemaps, and server\-rendered HTML\. The provided llms\.txt content lists specific documentation links, tools, guides, and blog posts available on the site, while the JSON\-LD blocks and Markdown twin mirror the homepage content and structured pricing offerings\.

> Good for Bots is an evaluation service and public directory that tests websites for AI crawler readability and provides a score out of 100 along with fix recommendations\.

Simulated from the response GoodForBotsBot received, not a live answer from any AI assistant.

Category: Developer Tools & APIs

Tags: AI & Machine Learning, Web Development, Freemium

Platforms: nextjs

Hosting: cloudflare

## Site profile

Login: detected (login\-navigation).
API: detected (api\-catalog).
Commerce: not established.

Not established means the scan found no proof, not that the site lacks it. The profile decides which conditional checks apply.

Robots verdict: allowed

## Scan statistics

```json
{
  "pagesScanned": 4,
  "requestCount": 25,
  "bytesFetched": 1063434,
  "durationMs": 16265
}
```

## Pages read

The homepage and up to three content pages chosen from the sitemaps and homepage links. Structured data, page structure, Markdown negotiation and typed links check every page read and take the median page; other checks read the homepage.

- Homepage: https://goodforbots\.com
- https://goodforbots\.com/guides/llms\-txt: article; homepage link, sitemap; read.
- https://goodforbots\.com/pricing: pricing; homepage link, sitemap; read.
- https://goodforbots\.com/blog: collection; homepage link, sitemap; read.

## Score breakdown

Readable base: 50; agent layer: 50; penalties: 0.
Final points are rounded and cannot fall below zero.

[How scoring works · current methodology](https://goodforbots.com/standards?rubric=0.7.0#scoring)

```json
{
  "block2Raw": 68,
  "block2Max": 68,
  "coverage": 1
}
```

## Detected capabilities

llms\-txt, robots\-txt, sitemap, llms\-txt\-quality, llms\-full\-txt, markdown\-negotiation, ai\-crawler\-rules, content\-signals, schema\-org, semantic\-html, crawlable\-navigation, control\-names, form\-semantics, control\-semantics, link\-headers, api\-catalog

## Checks

### llms\.txt is present and well formed

ID: llms-txt; version: 2; kind: achievement; status: pass.
Contribution: 30; maximum magnitude: 30.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=llms-txt&version=2#llms-txt)

/llms\.txt is well formed: 25 links across 5 sections\.

```json
{
  "links": 25,
  "title": "Good for Bots",
  "errors": [],
  "sections": 5,
  "charLength": 5403,
  "hasSummary": true,
  "sectionsWithLinks": 5
}
```

### robots\.txt is present and valid

ID: robots-txt; version: 2; kind: achievement; status: pass.
Contribution: 10; maximum magnitude: 10.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=robots-txt&version=2#robots-txt)

robots\.txt is valid, with 1 user\-agent group\.

```json
{
  "errors": [],
  "groups": 1,
  "sitemaps": 1,
  "directives": 10
}
```

### Sitemap is present and parses

ID: sitemap; version: 4; kind: achievement; status: pass.
Contribution: 10; maximum magnitude: 10.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=sitemap&version=4#sitemap)

Sitemap declared in robots\.txt, listing 24 URLs\.

```json
{
  "urlCount": 24,
  "documents": [
    {
      "url": "https://goodforbots.com/sitemap.xml",
      "kind": "sitemapindex",
      "urls": 0,
      "error": null,
      "valid": true,
      "children": 3,
      "compressed": false
    },
    {
      "url": "https://goodforbots.com/sitemap-pages.xml",
      "kind": "urlset",
      "urls": 22,
      "error": null,
      "valid": true,
      "children": 0,
      "compressed": false
    },
    {
      "url": "https://goodforbots.com/sitemap-categories.xml",
      "kind": "invalid",
      "urls": 0,
      "error": "Neither a urlset nor a sitemapindex with entries",
      "valid": false,
      "children": 0,
      "compressed": false
    },
    {
      "url": "https://goodforbots.com/sitemap-blog.xml",
      "kind": "urlset",
      "urls": 2,
      "error": null,
      "valid": true,
      "children": 0,
      "compressed": false
    }
  ],
  "declaredInRobots": true
}
```

### llms\.txt is descriptive, not a bare link list

ID: llms-txt-quality; version: 2; kind: achievement; status: pass.
Contribution: 4.411764705882353; maximum magnitude: 4.411764705882353.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=llms-txt-quality&version=2#llms-txt-quality)

/llms\.txt is descriptive: a summary plus descriptions on 100% of links\.

```json
{
  "links": 25,
  "charLength": 5403,
  "hasDetails": true,
  "hasSummary": true,
  "describedLinks": 25,
  "descriptionRatio": 1,
  "unconventionalSeparators": 0
}
```

### Serves markdown at its own URL

ID: llms-full-txt; version: 3; kind: achievement; status: pass.
Contribution: 4.411764705882353; maximum magnitude: 4.411764705882353.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=llms-full-txt&version=3#llms-full-txt)

/llms\-full\.txt serves the site's content as markdown \(at least 64 KB\)\.

```json
{
  "llmsFullTxt": {
    "status": 200,
    "usable": true,
    "rejected": null,
    "truncated": true,
    "byteLength": 65536
  },
  "markdownLinksInLlmsTxt": 24
}
```

### Serves markdown when asked for it

ID: markdown-negotiation; version: 3; kind: achievement; status: pass.
Contribution: 5.882352941176471; maximum magnitude: 5.882352941176471.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=markdown-negotiation&version=3#markdown-negotiation)

All 4 pages read pass\. The homepage serves markdown on \`Accept: text/markdown\`\.

```json
{
  "vary": "Accept-Encoding, rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch, Accept",
  "pages": [
    {
      "url": "https://goodforbots.com/",
      "reason": "negotiated",
      "status": "pass",
      "summary": "The homepage serves markdown on `Accept: text/markdown`.",
      "homepage": true
    },
    {
      "url": "https://goodforbots.com/guides/llms-txt",
      "reason": "negotiated",
      "status": "pass",
      "summary": "The page at /guides/llms-txt serves markdown on `Accept: text/markdown`.",
      "homepage": false
    },
    {
      "url": "https://goodforbots.com/pricing",
      "reason": "negotiated",
      "status": "pass",
      "summary": "The page at /pricing serves markdown on `Accept: text/markdown`.",
      "homepage": false
    },
    {
      "url": "https://goodforbots.com/blog",
      "reason": "negotiated",
      "status": "pass",
      "summary": "The page at /blog serves markdown on `Accept: text/markdown`.",
      "homepage": false
    }
  ],
  "reason": "negotiated",
  "charset": "utf-8",
  "variant": null,
  "bodyLength": 15173,
  "contentType": "text/markdown; charset=utf-8",
  "variesOnAccept": true
}
```

### States a position on AI crawlers

ID: ai-crawler-rules; version: 5; kind: achievement; status: pass.
Contribution: 5.882352941176471; maximum magnitude: 5.882352941176471.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=ai-crawler-rules&version=5#ai-crawler-rules)

States a position on 6 AI crawlers, across 2 purposes \(search, user\-fetch\)\.

```json
{
  "allowed": [
    "oai-searchbot",
    "chatgpt-user",
    "claude-searchbot",
    "claude-user",
    "perplexitybot",
    "perplexity-user"
  ],
  "blocked": [],
  "purposes": [
    "search",
    "user-fetch"
  ],
  "crawlersNamed": 6,
  "wildcardBlocksEverything": false
}
```

### Declares AI usage preferences

ID: content-signals; version: 3; kind: achievement; status: pass.
Contribution: 4.411764705882353; maximum magnitude: 4.411764705882353.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=content-signals&version=3#content-signals)

Declares AI usage preferences via Content\-Signal \(robots\.txt\): ai\-input, search\.

```json
{
  "carriers": [
    "robots.txt"
  ],
  "contentUsage": [],
  "vocabularies": [
    "Content-Signal"
  ],
  "contentSignal": [
    "search=yes, ai-input=yes"
  ],
  "contentUsageHeader": null,
  "recognisedUsageCategories": [],
  "recognisedSignalCategories": [
    "ai-input",
    "search"
  ]
}
```

### Describes itself to machines with schema\.org JSON\-LD

ID: schema-org; version: 4; kind: achievement; status: pass.
Contribution: 5.882352941176471; maximum magnitude: 5.882352941176471.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=schema-org&version=4#schema-org)

All 4 pages read pass\. The homepage describes itself to machines as WebPage, Service, Offer in valid schema\.org JSON\-LD\.

```json
{
  "nodes": 100,
  "pages": [
    {
      "url": "https://goodforbots.com/",
      "reason": "ok",
      "status": "pass",
      "summary": "The homepage describes itself to machines as WebPage, Service, Offer in valid schema.org JSON-LD.",
      "homepage": true
    },
    {
      "url": "https://goodforbots.com/guides/llms-txt",
      "reason": "ok",
      "status": "pass",
      "summary": "The page at /guides/llms-txt describes itself to machines as WebPage, BreadcrumbList, ListItem in valid schema.org JSON-LD.",
      "homepage": false
    },
    {
      "url": "https://goodforbots.com/pricing",
      "reason": "ok",
      "status": "pass",
      "summary": "The page at /pricing describes itself to machines as WebPage, BreadcrumbList, ListItem in valid schema.org JSON-LD.",
      "homepage": false
    },
    {
      "url": "https://goodforbots.com/blog",
      "reason": "ok",
      "status": "pass",
      "summary": "The page at /blog describes itself to machines as CollectionPage, BreadcrumbList, ListItem in valid schema.org JSON-LD.",
      "homepage": false
    }
  ],
  "types": [
    "WebPage",
    "Service",
    "Offer",
    "UnitPriceSpecification",
    "FAQPage",
    "Question",
    "Answer",
    "ItemList",
    "ListItem",
    "Organization",
    "ContactPoint",
    "WebSite",
    "SearchAction",
    "EntryPoint",
    "Person",
    "BreadcrumbList",
    "TechArticle",
    "CollectionPage",
    "Blog",
    "BlogPosting"
  ],
  "blocks": 4,
  "reason": "ok",
  "contexts": [
    "https://schema.org"
  ],
  "rdfaTypes": [],
  "truncated": false,
  "validBlocks": 4,
  "brokenBlocks": [],
  "unknownTypes": [],
  "pagesExamined": 4,
  "skippedBlocks": 0,
  "topLevelNodes": 26,
  "microdataTypes": [],
  "missingProperties": [],
  "unnamedTopLevelTypes": [
    "BreadcrumbList"
  ]
}
```

### Content is marked up so a reader can find it

ID: semantic-html; version: 4; kind: achievement; status: pass.
Contribution: 3.6764705882352944; maximum magnitude: 3.6764705882352944.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=semantic-html&version=4#semantic-html)

All 4 pages read pass\. The homepage marks its content root, its heading outline and its landmarks\.

```json
{
  "gaps": [],
  "pages": [
    {
      "url": "https://goodforbots.com/",
      "reason": "structured",
      "status": "pass",
      "summary": "The homepage marks its content root, its heading outline and its landmarks.",
      "homepage": true
    },
    {
      "url": "https://goodforbots.com/guides/llms-txt",
      "reason": "structured",
      "status": "pass",
      "summary": "The page at /guides/llms-txt marks its content root, its heading outline and its landmarks.",
      "homepage": false
    },
    {
      "url": "https://goodforbots.com/pricing",
      "reason": "structured",
      "status": "pass",
      "summary": "The page at /pricing marks its content root, its heading outline and its landmarks.",
      "homepage": false
    },
    {
      "url": "https://goodforbots.com/blog",
      "reason": "structured",
      "status": "pass",
      "summary": "The page at /blog marks its content root, its heading outline and its landmarks.",
      "homepage": false
    }
  ],
  "roots": [
    {
      "words": 1363,
      "source": "element",
      "hierarchicallyCorrect": true
    }
  ],
  "reason": "structured",
  "h1Count": 1,
  "headings": [
    {
      "text": "Check if AI crawlers can read your site",
      "empty": false,
      "level": 1
    },
    {
      "text": "Featured",
      "empty": false,
      "level": 2
    },
    {
      "text": "Slot 1 is empty",
      "empty": false,
      "level": 3
    },
    {
      "text": "Slot 2 is empty",
      "empty": false,
      "level": 3
    },
    {
      "text": "Slot 3 is empty",
      "empty": false,
      "level": 3
    },
    {
      "text": "Scan it, fix it, show it off",
      "empty": false,
      "level": 2
    },
    {
      "text": "Scan",
      "empty": false,
      "level": 3
    },
    {
      "text": "Fix",
      "empty": false,
      "level": 3
    },
    {
      "text": "Show it",
      "empty": false,
      "level": 3
    },
    {
      "text": "Your score changes when your site does.",
      "empty": false,
      "level": 2
    },
    {
      "text": "Score history",
      "empty": false,
      "level": 3
    },
    {
      "text": "What changed",
      "empty": false,
      "level": 4
    },
    {
      "text": "robots.txt",
      "empty": false,
      "level": 4
    },
    {
      "text": "The scan is free. Pro pays once.",
      "empty": false,
      "level": 2
    },
    {
      "text": "Free",
      "empty": false,
      "level": 3
    },
    {
      "text": "Pro",
      "empty": false,
      "level": 3
    },
    {
      "text": "Featured",
      "empty": false,
      "level": 3
    },
    {
      "text": "Show your score. Earn a dofollow link.",
      "empty": false,
      "level": 2
    },
    {
      "text": "Fresh from the directory",
      "empty": false,
      "level": 2
    },
    {
      "text": "See your site the way an AI crawler does.",
      "empty": false,
      "level": 2
    },
    {
      "text": "Frequently asked questions",
      "empty": false,
      "level": 2
    },
    {
      "text": "Is the scan free?",
      "empty": false,
      "level": 3
    },
    {
      "text": "Does paying change my score?",
      "empty": false,
      "level": 3
    },
    {
      "text": "Is Pro a subscription?",
      "empty": false,
      "level": 3
    },
    {
      "text": "Will a good score get my site cited by ChatGPT?",
      "empty": false,
      "level": 3
    },
    {
      "text": "What does the scan check?",
      "empty": false,
      "level": 3
    },
    {
      "text": "What is llms.txt?",
      "empty": false,
      "level": 3
    },
    {
      "text": "How often is my site rescanned?",
      "empty": false,
      "level": 3
    },
    {
      "text": "Does your bot respect robots.txt?",
      "empty": false,
      "level": 3
    },
    {
      "text": "Can I remove my site from the directory?",
      "empty": false,
      "level": 3
    },
    {
      "text": "What does Featured buy?",
      "empty": false,
      "level": 3
    },
    {
      "text": "Product",
      "empty": false,
      "level": 2
    },
    {
      "text": "Resources",
      "empty": false,
      "level": 2
    },
    {
      "text": "Legal",
      "empty": false,
      "level": 2
    }
  ],
  "bodyWords": 1483,
  "landmarks": [
    {
      "role": "banner",
      "named": false,
      "source": "native",
      "element": "header"
    },
    {
      "role": "navigation",
      "named": true,
      "source": "native",
      "element": "nav"
    },
    {
      "role": "navigation",
      "named": true,
      "source": "native",
      "element": "nav"
    },
    {
      "role": "region",
      "named": true,
      "source": "native",
      "element": "section"
    },
    {
      "role": "region",
      "named": true,
      "source": "native",
      "element": "section"
    },
    {
      "role": "region",
      "named": true,
      "source": "native",
      "element": "section"
    },
    {
      "role": "region",
      "named": true,
      "source": "native",
      "element": "section"
    },
    {
      "role": "region",
      "named": true,
      "source": "native",
      "element": "section"
    },
    {
      "role": "region",
      "named": true,
      "source": "native",
      "element": "section"
    },
    {
      "role": "region",
      "named": true,
      "source": "native",
      "element": "section"
    },
    {
      "role": "region",
      "named": true,
      "source": "native",
      "element": "section"
    },
    {
      "role": "navigation",
      "named": true,
      "source": "native",
      "element": "nav"
    },
    {
      "role": "region",
      "named": true,
      "source": "native",
      "element": "section"
    },
    {
      "role": "region",
      "named": true,
      "source": "native",
      "element": "section"
    },
    {
      "role": "contentinfo",
      "named": false,
      "source": "native",
      "element": "footer"
    },
    {
      "role": "navigation",
      "named": true,
      "source": "native",
      "element": "nav"
    },
    {
      "role": "navigation",
      "named": true,
      "source": "native",
      "element": "nav"
    },
    {
      "role": "navigation",
      "named": true,
      "source": "native",
      "element": "nav"
    }
  ],
  "textRatio": 0.0536,
  "truncated": false,
  "articleCount": 6,
  "contentWords": 1348,
  "headingCount": 34,
  "headingSkips": [],
  "requirements": {
    "landmarks": true,
    "contentRoot": true,
    "headingOutline": true
  },
  "landmarkRoles": [
    "banner",
    "contentinfo",
    "navigation",
    "region"
  ],
  "hiddenMainCount": 0,
  "textComposition": {
    "words": {
      "main": 1318,
      "other": 3,
      "footer": 47,
      "header": 3,
      "navigation": 85
    },
    "shares": {
      "main": 0.9052197802197802,
      "other": 0.0020604395604395605,
      "footer": 0.032280219780219783,
      "header": 0.0020604395604395605,
      "navigation": 0.05837912087912088
    },
    "version": 1,
    "truncated": false,
    "totalWords": 1456,
    "analysisLimited": false,
    "mainRegionCount": 1,
    "wordsBeforeMain": 54
  },
  "emptyHeadingCount": 0,
  "misnestedMainCount": 0
}
```

### Navigation links expose usable destinations

ID: crawlable-navigation; version: 1; kind: achievement; status: pass.
Contribution: 4.411764705882353; maximum magnitude: 4.411764705882353.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=crawlable-navigation&version=1#crawlable-navigation)

54 of 54 assessed homepage navigation links expose usable destinations\.

```json
{
  "good": 54,
  "page": "homepage",
  "total": 54,
  "reason": "observed-gaps",
  "limited": false,
  "examples": [],
  "truncated": false,
  "skippedContactLinks": 0,
  "brokenLabelReferences": 0
}
```

### Links and buttons have accessible names

ID: control-names; version: 1; kind: achievement; status: pass.
Contribution: 2.9411764705882355; maximum magnitude: 2.9411764705882355.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=control-names&version=1#control-names)

99 of 99 assessed homepage links and buttons have a nonempty accessible name\.

```json
{
  "good": 99,
  "page": "homepage",
  "total": 99,
  "reason": "observed-gaps",
  "limited": false,
  "examples": [],
  "truncated": false,
  "skippedContactLinks": 0,
  "brokenLabelReferences": 0
}
```

### Form fields have names and recognizable semantics

ID: form-semantics; version: 1; kind: achievement; status: pass.
Contribution: 2.9411764705882355; maximum magnitude: 2.9411764705882355.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=form-semantics&version=1#form-semantics)

2 of 2 assessed homepage form fields meet the static naming and field\-semantics checks\.

```json
{
  "good": 2,
  "page": "homepage",
  "total": 2,
  "reason": "observed-gaps",
  "limited": false,
  "examples": [],
  "truncated": false,
  "nativeForms": 2,
  "submitControls": 2,
  "inputTypeFallbacks": 0,
  "formsWithoutSubmitControl": 0
}
```

### Controls expose roles, states and relationships

ID: control-semantics; version: 1; kind: achievement; status: pass.
Contribution: 2.9411764705882355; maximum magnitude: 2.9411764705882355.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=control-semantics&version=1#control-semantics)

125 of 125 assessed homepage controls and role declarations meet the static role, state and relationship checks\.

```json
{
  "good": 125,
  "page": "homepage",
  "total": 125,
  "reason": "observed-gaps",
  "limited": false,
  "examples": [],
  "truncated": false
}
```

### Advertises machine\-readable resources with typed links

ID: link-headers; version: 4; kind: achievement; status: pass.
Contribution: 2.2058823529411766; maximum magnitude: 2.2058823529411766.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=link-headers&version=4#link-headers)

All 4 pages read pass\. The homepage points at a markdown version of itself through a Link header, alongside 2 other discovery relations\.

```json
{
  "pages": [
    {
      "url": "https://goodforbots.com/",
      "reason": "markdown-alternate",
      "status": "pass",
      "summary": "The homepage points at a markdown version of itself through a Link header, alongside 2 other discovery relations.",
      "homepage": true
    },
    {
      "url": "https://goodforbots.com/guides/llms-txt",
      "reason": "markdown-alternate",
      "status": "pass",
      "summary": "The page at /guides/llms-txt points at a markdown version of itself through a Link header, alongside 1 other discovery relation.",
      "homepage": false
    },
    {
      "url": "https://goodforbots.com/pricing",
      "reason": "markdown-alternate",
      "status": "pass",
      "summary": "The page at /pricing points at a markdown version of itself through a Link header, alongside 1 other discovery relation.",
      "homepage": false
    },
    {
      "url": "https://goodforbots.com/blog",
      "reason": "markdown-alternate",
      "status": "pass",
      "summary": "The page at /blog points at a markdown version of itself through a Link header, alongside 1 other discovery relation.",
      "homepage": false
    }
  ],
  "reason": "markdown-alternate",
  "sources": [
    "header",
    "html"
  ],
  "totalLinks": 15,
  "markdownAlternates": [
    {
      "href": "https://goodforbots.com/index.html.md",
      "source": "header"
    },
    {
      "href": "https://goodforbots.com/index.html.md",
      "source": "html"
    }
  ],
  "meaningfulRelations": [
    "alternate",
    "api-catalog",
    "describedby"
  ]
}
```

### Serves our crawler without a challenge

ID: waf-challenge; version: 2; kind: penalty; status: pass.
Contribution: 0; maximum magnitude: 15.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=waf-challenge&version=2#waf-challenge)

Our crawler reaches the page without being challenged\.

```json
{
  "status": 200
}
```

### The homepage does not block indexing or snippets

ID: indexing-blocks; version: 5; kind: penalty; status: pass.
Contribution: 0; maximum magnitude: 20.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=indexing-blocks&version=5#indexing-blocks)

Nothing on the homepage tells a crawler to skip it or to withhold its snippet\.

```json
{
  "blocking": [],
  "finalUrl": "https://goodforbots.com/",
  "redirects": 0,
  "directives": [],
  "ignoredScopes": [],
  "trainingOptOut": [],
  "snippetBlocking": []
}
```

### Serves its content without JavaScript

ID: javascript-required; version: 4; kind: penalty; status: pass.
Contribution: 0; maximum magnitude: 25.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=javascript-required&version=4#javascript-required)

The captured homepage HTML contains 1348 content words; completeness is not assessed\.

```json
{
  "reason": "text-observed",
  "bodyWords": 1483,
  "truncated": false,
  "scriptCount": 14,
  "contentWords": 1348,
  "markupLength": 156128,
  "passWordThreshold": 120,
  "hasNoscriptFallback": true,
  "nontextElementCount": 161
}
```

### Allows search and user\-fetch crawlers

ID: ai-crawler-access; version: 5; kind: penalty; status: pass.
Contribution: 0; maximum magnitude: 25.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=ai-crawler-access&version=5#ai-crawler-access)

robots\.txt allows every known search and user\-fetch crawler to reach the homepage\.

```json
{
  "path": "/",
  "capped": false,
  "blocked": [],
  "blockedCount": 0,
  "penaltyPoints": 0
}
```

### Serves the homepage over HTTPS with HTTP 200

ID: homepage-availability; version: 2; kind: penalty; status: pass.
Contribution: 0; maximum magnitude: 10.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=homepage-availability&version=2#homepage-availability)

The homepage is served over HTTPS and returns HTTP 200\.

```json
{
  "error": null,
  "secure": true,
  "status": 200,
  "finalUrl": "https://goodforbots.com/",
  "requestedUrl": "https://goodforbots.com"
}
```

### Provides a title and meta description

ID: page-metadata; version: 2; kind: penalty; status: pass.
Contribution: 0; maximum magnitude: 3.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=page-metadata&version=2#page-metadata)

The homepage provides both a non\-empty title and meta description\.

```json
{
  "title": "Free AI Crawler Checker & Directory — Good for Bots",
  "titleCount": 1,
  "description": "Check if AI crawlers can access and read your website, free. Get a score out of 100 with every finding and fix prompts, then browse reports in the directory.",
  "descriptionCount": 1
}
```

### Reaches the homepage within two redirects

ID: redirect-chain; version: 2; kind: penalty; status: pass.
Contribution: 0; maximum magnitude: 3.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=redirect-chain&version=2#redirect-chain)

The homepage is reached in 0 redirects\.

```json
{
  "finalUrl": "https://goodforbots.com/",
  "redirects": 0,
  "threshold": 2,
  "requestedUrl": "https://goodforbots.com"
}
```

### Returns the homepage within three seconds

ID: response-time; version: 2; kind: penalty; status: pass.
Contribution: 0; maximum magnitude: 3.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=response-time&version=2#response-time)

The homepage reached a plain crawler in 266 ms\.

```json
{
  "durationMs": 266,
  "thresholdMs": 3000,
  "directAttempts": 1
}
```

### Publishes an API catalog

ID: api-catalog; version: 4; kind: capability; status: pass.
Contribution: 0; maximum magnitude: 0.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=api-catalog&version=4#api-catalog)

Publishes an API catalog describing 1 API\.

```json
{
  "apis": 1,
  "links": 3,
  "relations": [
    "item",
    "service-desc",
    "service-doc"
  ],
  "wellKnown": {
    "status": 200,
    "problem": null,
    "profile": "https://www.rfc-editor.org/info/rfc9727",
    "contentType": "application/linkset+json; profile=\"https://www.rfc-editor.org/info/rfc9727\""
  },
  "advertisedVia": [
    {
      "href": "https://goodforbots.com/.well-known/api-catalog",
      "source": "header",
      "problem": null
    }
  ]
}
```

### Publishes an auth\.md for agents

ID: auth-md; version: 2; kind: capability; status: na.
Contribution: 0; maximum magnitude: 0.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=auth-md&version=2#auth-md)

No /auth\.md published\.

```json
{
  "error": null,
  "reason": "absent",
  "status": 404,
  "contentType": "text/html"
}
```

### Lists an MCP server card in its AI Catalog

ID: mcp-server-card; version: 3; kind: capability; status: na.
Contribution: 0; maximum magnitude: 0.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=mcp-server-card&version=3#mcp-server-card)

No AI Catalog published, so no MCP server card can be discovered\.

```json
{
  "reason": "absent",
  "catalog": {
    "status": 404,
    "entries": 0,
    "problem": "absent",
    "contentType": null,
    "specVersion": null,
    "malformedEntries": 0
  }
}
```

### Publishes an A2A Agent Card

ID: a2a-agent-card; version: 3; kind: capability; status: na.
Contribution: 0; maximum magnitude: 0.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=a2a-agent-card&version=3#a2a-agent-card)

No A2A Agent Card at /\.well\-known/agent\-card\.json, and none listed in an AI Catalog\.

```json
{
  "cards": [
    {
      "via": "well-known",
      "name": null,
      "error": null,
      "notes": [],
      "shape": null,
      "skills": 0,
      "source": "https://goodforbots.com/.well-known/agent-card.json",
      "status": 404,
      "usable": false,
      "problem": "absent",
      "version": null,
      "bindings": [],
      "identifier": null,
      "interfaces": []
    }
  ],
  "reason": "absent",
  "catalog": {
    "status": 404,
    "entries": 0,
    "problem": "absent"
  },
  "wellKnown": {
    "status": 404,
    "problem": "absent",
    "contentType": "text/html; charset=utf-8"
  }
}
```

### Publishes an Agent Skills index

ID: agent-skills-index; version: 3; kind: capability; status: na.
Contribution: 0; maximum magnitude: 0.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=agent-skills-index&version=3#agent-skills-index)

No usable Agent Skills index was found at either well\-known path or in the AI Catalog\.

```json
{
  "reason": "absent",
  "catalog": {
    "status": 404,
    "problem": "absent",
    "individualSkills": 0
  },
  "indexes": [
    {
      "via": "well-known",
      "error": null,
      "notes": [],
      "total": 0,
      "format": null,
      "issues": [],
      "schema": null,
      "source": "https://goodforbots.com/.well-known/agent-skills/index.json",
      "status": 404,
      "usable": 0,
      "entries": [],
      "problem": "absent",
      "rejected": 0,
      "identifier": null
    },
    {
      "via": "well-known",
      "error": null,
      "notes": [],
      "total": 0,
      "format": null,
      "issues": [],
      "schema": null,
      "source": "https://goodforbots.com/.well-known/skills/index.json",
      "status": 404,
      "usable": 0,
      "entries": [],
      "problem": "absent",
      "rejected": 0,
      "identifier": null
    }
  ],
  "artifactVerification": "not-performed"
}
```

### Declares WebMCP tools for browser agents

ID: webmcp; version: 1; kind: capability; status: na.
Contribution: 0; maximum magnitude: 0.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=webmcp&version=1#webmcp)

No WebMCP declarations were found in the collected HTML or inline scripts\. External scripts were not inspected\.

```json
{
  "pages": [
    {
      "key": "homepage",
      "url": "https://goodforbots.com/",
      "secure": true,
      "usable": 0,
      "truncated": false,
      "references": 0,
      "parseErrors": 0,
      "declarations": 0
    },
    {
      "key": "page:https://goodforbots.com/guides/llms-txt",
      "url": "https://goodforbots.com/guides/llms-txt",
      "secure": true,
      "usable": 0,
      "truncated": false,
      "references": 0,
      "parseErrors": 0,
      "declarations": 0
    },
    {
      "key": "page:https://goodforbots.com/pricing",
      "url": "https://goodforbots.com/pricing",
      "secure": true,
      "usable": 0,
      "truncated": false,
      "references": 0,
      "parseErrors": 0,
      "declarations": 0
    },
    {
      "key": "page:https://goodforbots.com/blog",
      "url": "https://goodforbots.com/blog",
      "secure": true,
      "usable": 0,
      "truncated": false,
      "references": 0,
      "parseErrors": 0,
      "declarations": 0
    }
  ],
  "reason": "absent",
  "detection": "static",
  "pageCount": 4,
  "references": [],
  "parseErrors": 0,
  "usableCount": 0,
  "declarations": [],
  "referenceCount": 0,
  "declarationCount": 0,
  "runtimeVerification": "not-performed"
}
```

### Publishes a Web Bot Auth key directory

ID: web-bot-auth; version: 2; kind: capability; status: na.
Contribution: 0; maximum magnitude: 0.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=web-bot-auth&version=2#web-bot-auth)

No Web Bot Auth key directory at /\.well\-known/http\-message\-signatures\-directory\.

```json
{
  "keys": {
    "total": 0,
    "sample": [],
    "usable": 0,
    "testKeys": 0,
    "evaluated": 0,
    "privateMaterial": 0
  },
  "notes": [
    "media-type",
    "unsigned"
  ],
  "shape": null,
  "reason": "absent",
  "signature": {
    "total": 0,
    "status": "absent",
    "ignored": 0,
    "coverage": null,
    "malformed": false,
    "signatures": []
  },
  "wellKnown": {
    "status": 404,
    "problem": "absent",
    "finalUrl": "https://goodforbots.com/.well-known/http-message-signatures-directory",
    "redirects": 0,
    "contentType": null
  },
  "extraMembers": [],
  "signatureAgent": "https://goodforbots.com"
}
```

### Accepts agent payments with x402 or MPP

ID: x402-mpp; version: 2; kind: capability; status: na.
Contribution: 0; maximum magnitude: 0.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=x402-mpp&version=2#x402-mpp)

No HTTP 402 payment challenge on the homepage or robots\.txt, and no manifest at /\.well\-known/x402\.

```json
{
  "reason": "absent",
  "manifest": {
    "kind": null,
    "notes": [],
    "shape": null,
    "status": 404,
    "problem": "absent",
    "finalUrl": "https://goodforbots.com/.well-known/x402",
    "resources": {
      "total": 0,
      "sample": [],
      "skipped": {},
      "eligible": 0,
      "examined": 0
    },
    "contentType": null
  },
  "protocols": [],
  "responses": [],
  "verification": null,
  "paymentVerification": "not-performed"
}
```

### Publishes ACP discovery metadata

ID: acp; version: 1; kind: capability; status: na.
Contribution: 0; maximum magnitude: 0.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=acp&version=1#acp)

No ACP discovery declaration established at /\.well\-known/acp\.json\.

```json
{
  "api": false,
  "key": "well-known-acp",
  "issues": [],
  "marked": false,
  "reason": "absent",
  "status": 404,
  "usable": false,
  "problem": "absent",
  "version": null,
  "commerce": false,
  "services": [],
  "transports": [],
  "capabilities": [],
  "transactionVerification": "not-performed"
}
```

### Publishes UCP discovery metadata

ID: ucp; version: 1; kind: capability; status: na.
Contribution: 0; maximum magnitude: 0.

[Current methodology](https://goodforbots.com/standards?rubric=0.7.0&check=ucp&version=1#ucp)

No UCP discovery declaration established at /\.well\-known/ucp\.

```json
{
  "api": false,
  "key": "well-known-ucp",
  "issues": [],
  "marked": false,
  "reason": "absent",
  "status": 404,
  "usable": false,
  "problem": "absent",
  "version": null,
  "commerce": false,
  "services": [],
  "transports": [],
  "capabilities": [],
  "transactionVerification": "not-performed"
}
```

## Observations

### robots

```json
{
  "status": 200,
  "contentType": "text/plain",
  "bodyHash": "11cec0cf45bd42c89e4fdb35b66678e53e511ceb877cf2d32ddecc6861fe05fe",
  "error": null,
  "durationMs": 238,
  "key": "robots",
  "url": "https://goodforbots.com/robots.txt",
  "finalUrl": "https://goodforbots.com/robots.txt",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 268,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/plain",
      "bodyHash": "11cec0cf45bd42c89e4fdb35b66678e53e511ceb877cf2d32ddecc6861fe05fe",
      "error": null,
      "durationMs": 238,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### homepage

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "92da87a2935f2064deb41c3170fefe9f1e98850cbc6a51757130782dfaadf4d4",
  "error": null,
  "durationMs": 266,
  "key": "homepage",
  "url": "https://goodforbots.com",
  "finalUrl": "https://goodforbots.com/",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 156238,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "4b360da0474c67ec942d5668e968b700ddf65c0115dd9705f1bd360ea1cce6af",
      "error": null,
      "durationMs": 266,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### llms\-txt

```json
{
  "status": 200,
  "contentType": "text/plain; charset=utf-8",
  "bodyHash": "93b5b301fc73142f5b21fda450c6c08633f769c4fe6274c09679d6b0c2f53f49",
  "error": null,
  "durationMs": 439,
  "key": "llms-txt",
  "url": "https://goodforbots.com/llms.txt",
  "finalUrl": "https://goodforbots.com/llms.txt",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 5403,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/plain; charset=utf-8",
      "bodyHash": "93b5b301fc73142f5b21fda450c6c08633f769c4fe6274c09679d6b0c2f53f49",
      "error": null,
      "durationMs": 439,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### llms\-full\-txt

```json
{
  "status": 200,
  "contentType": "text/plain; charset=utf-8",
  "bodyHash": "2c03622189ce07b2895e064754c99fbed634da0084f4d07015ef817a0dca161e",
  "error": null,
  "durationMs": 453,
  "key": "llms-full-txt",
  "url": "https://goodforbots.com/llms-full.txt",
  "finalUrl": "https://goodforbots.com/llms-full.txt",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 65536,
  "truncated": true,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/plain; charset=utf-8",
      "bodyHash": "e0fd4590b727c70a49354fc7ba4cc04fc4843a3d59fca4243aa032cbd67044ac",
      "error": null,
      "durationMs": 453,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### markdown\-negotiation

```json
{
  "status": 200,
  "contentType": "text/markdown; charset=utf-8",
  "bodyHash": "0eb0c35d88389ebd8f5bba02c6c7ce06703392c3f37a47237b49e36d05dcc752",
  "error": null,
  "durationMs": 81,
  "key": "markdown-negotiation",
  "url": "https://goodforbots.com",
  "finalUrl": "https://goodforbots.com/",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 15175,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/markdown; charset=utf-8",
      "bodyHash": "0eb0c35d88389ebd8f5bba02c6c7ce06703392c3f37a47237b49e36d05dcc752",
      "error": null,
      "durationMs": 81,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### sitemap:https://goodforbots\.com/sitemap\.xml

```json
{
  "status": 200,
  "contentType": "application/xml; charset=utf-8",
  "bodyHash": "7265e2106d64804af565987c94f8aa5ce687561de960c1c2d0db1d8beec533b8",
  "error": null,
  "durationMs": 86,
  "key": "sitemap:https://goodforbots.com/sitemap.xml",
  "url": "https://goodforbots.com/sitemap.xml",
  "finalUrl": "https://goodforbots.com/sitemap.xml",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 342,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "application/xml; charset=utf-8",
      "bodyHash": "7265e2106d64804af565987c94f8aa5ce687561de960c1c2d0db1d8beec533b8",
      "error": null,
      "durationMs": 86,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-api\-catalog

```json
{
  "status": 200,
  "contentType": "application/linkset+json; profile=\"https://www.rfc-editor.org/info/rfc9727\"",
  "bodyHash": "a86fc7fb327937fa9b6448e309813e2e9b4583fc954377a9dcf5d4f260a24303",
  "error": null,
  "durationMs": 56,
  "key": "well-known-api-catalog",
  "url": "https://goodforbots.com/.well-known/api-catalog",
  "finalUrl": "https://goodforbots.com/.well-known/api-catalog",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 323,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "application/linkset+json; profile=\"https://www.rfc-editor.org/info/rfc9727\"",
      "bodyHash": "a86fc7fb327937fa9b6448e309813e2e9b4583fc954377a9dcf5d4f260a24303",
      "error": null,
      "durationMs": 56,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-ai\-catalog

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "922796e8e2bc73004442fcf8ac3bff4013313966a39a9311adcc389fdd9b93c8",
  "error": null,
  "durationMs": 67,
  "key": "well-known-ai-catalog",
  "url": "https://goodforbots.com/.well-known/ai-catalog.json",
  "finalUrl": "https://goodforbots.com/.well-known/ai-catalog.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 43359,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "4e7e0f5cdaa12bb9fdc942dcc72514051114d1ebd806ec7059d3c588e653dfe2",
      "error": null,
      "durationMs": 67,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-agent\-card

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "922796e8e2bc73004442fcf8ac3bff4013313966a39a9311adcc389fdd9b93c8",
  "error": null,
  "durationMs": 60,
  "key": "well-known-agent-card",
  "url": "https://goodforbots.com/.well-known/agent-card.json",
  "finalUrl": "https://goodforbots.com/.well-known/agent-card.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 43359,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "4e7e0f5cdaa12bb9fdc942dcc72514051114d1ebd806ec7059d3c588e653dfe2",
      "error": null,
      "durationMs": 60,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-agent\-skills

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "922796e8e2bc73004442fcf8ac3bff4013313966a39a9311adcc389fdd9b93c8",
  "error": null,
  "durationMs": 47,
  "key": "well-known-agent-skills",
  "url": "https://goodforbots.com/.well-known/agent-skills/index.json",
  "finalUrl": "https://goodforbots.com/.well-known/agent-skills/index.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 43359,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "4e7e0f5cdaa12bb9fdc942dcc72514051114d1ebd806ec7059d3c588e653dfe2",
      "error": null,
      "durationMs": 47,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-skills

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "922796e8e2bc73004442fcf8ac3bff4013313966a39a9311adcc389fdd9b93c8",
  "error": null,
  "durationMs": 56,
  "key": "well-known-skills",
  "url": "https://goodforbots.com/.well-known/skills/index.json",
  "finalUrl": "https://goodforbots.com/.well-known/skills/index.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 43359,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "4e7e0f5cdaa12bb9fdc942dcc72514051114d1ebd806ec7059d3c588e653dfe2",
      "error": null,
      "durationMs": 56,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-http\-message\-signatures\-directory

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "922796e8e2bc73004442fcf8ac3bff4013313966a39a9311adcc389fdd9b93c8",
  "error": null,
  "durationMs": 54,
  "key": "well-known-http-message-signatures-directory",
  "url": "https://goodforbots.com/.well-known/http-message-signatures-directory",
  "finalUrl": "https://goodforbots.com/.well-known/http-message-signatures-directory",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 43359,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "4e7e0f5cdaa12bb9fdc942dcc72514051114d1ebd806ec7059d3c588e653dfe2",
      "error": null,
      "durationMs": 54,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-x402

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "922796e8e2bc73004442fcf8ac3bff4013313966a39a9311adcc389fdd9b93c8",
  "error": null,
  "durationMs": 60,
  "key": "well-known-x402",
  "url": "https://goodforbots.com/.well-known/x402",
  "finalUrl": "https://goodforbots.com/.well-known/x402",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 43359,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "4e7e0f5cdaa12bb9fdc942dcc72514051114d1ebd806ec7059d3c588e653dfe2",
      "error": null,
      "durationMs": 60,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-acp

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "922796e8e2bc73004442fcf8ac3bff4013313966a39a9311adcc389fdd9b93c8",
  "error": null,
  "durationMs": 49,
  "key": "well-known-acp",
  "url": "https://goodforbots.com/.well-known/acp.json",
  "finalUrl": "https://goodforbots.com/.well-known/acp.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 43359,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "4e7e0f5cdaa12bb9fdc942dcc72514051114d1ebd806ec7059d3c588e653dfe2",
      "error": null,
      "durationMs": 49,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-ucp

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "922796e8e2bc73004442fcf8ac3bff4013313966a39a9311adcc389fdd9b93c8",
  "error": null,
  "durationMs": 57,
  "key": "well-known-ucp",
  "url": "https://goodforbots.com/.well-known/ucp",
  "finalUrl": "https://goodforbots.com/.well-known/ucp",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 43359,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "4e7e0f5cdaa12bb9fdc942dcc72514051114d1ebd806ec7059d3c588e653dfe2",
      "error": null,
      "durationMs": 57,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### auth\-md

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "922796e8e2bc73004442fcf8ac3bff4013313966a39a9311adcc389fdd9b93c8",
  "error": null,
  "durationMs": 58,
  "key": "auth-md",
  "url": "https://goodforbots.com/auth.md",
  "finalUrl": "https://goodforbots.com/auth.md",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 43359,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "4e7e0f5cdaa12bb9fdc942dcc72514051114d1ebd806ec7059d3c588e653dfe2",
      "error": null,
      "durationMs": 58,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### sitemap:https://goodforbots\.com/sitemap\-pages\.xml

```json
{
  "status": 200,
  "contentType": "application/xml; charset=utf-8",
  "bodyHash": "091ce6770d939e37aa0f884312ea3aaacccade35bc925a05eb7df8cc19731a73",
  "error": null,
  "durationMs": 56,
  "key": "sitemap:https://goodforbots.com/sitemap-pages.xml",
  "url": "https://goodforbots.com/sitemap-pages.xml",
  "finalUrl": "https://goodforbots.com/sitemap-pages.xml",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 1468,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "application/xml; charset=utf-8",
      "bodyHash": "091ce6770d939e37aa0f884312ea3aaacccade35bc925a05eb7df8cc19731a73",
      "error": null,
      "durationMs": 56,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### sitemap:https://goodforbots\.com/sitemap\-categories\.xml

```json
{
  "status": 200,
  "contentType": "application/xml; charset=utf-8",
  "bodyHash": "3a9976f0ed80dc22748bf9809f3dcb7b34c125d8d34fdf70209c0a11b6ccf8aa",
  "error": null,
  "durationMs": 58,
  "key": "sitemap:https://goodforbots.com/sitemap-categories.xml",
  "url": "https://goodforbots.com/sitemap-categories.xml",
  "finalUrl": "https://goodforbots.com/sitemap-categories.xml",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 111,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "application/xml; charset=utf-8",
      "bodyHash": "3a9976f0ed80dc22748bf9809f3dcb7b34c125d8d34fdf70209c0a11b6ccf8aa",
      "error": null,
      "durationMs": 58,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### sitemap:https://goodforbots\.com/sitemap\-blog\.xml

```json
{
  "status": 200,
  "contentType": "application/xml; charset=utf-8",
  "bodyHash": "c227f125638945848b51cedefeb3815bab98881ad00ebd11128b77107acbe887",
  "error": null,
  "durationMs": 51,
  "key": "sitemap:https://goodforbots.com/sitemap-blog.xml",
  "url": "https://goodforbots.com/sitemap-blog.xml",
  "finalUrl": "https://goodforbots.com/sitemap-blog.xml",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 326,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "application/xml; charset=utf-8",
      "bodyHash": "c227f125638945848b51cedefeb3815bab98881ad00ebd11128b77107acbe887",
      "error": null,
      "durationMs": 51,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page:https://goodforbots\.com/guides/llms\-txt

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "23fbce7ed689d464337e33f564615f22f3bcca23059e87df2d35f769880f0b2c",
  "error": null,
  "durationMs": 207,
  "key": "page:https://goodforbots.com/guides/llms-txt",
  "url": "https://goodforbots.com/guides/llms-txt",
  "finalUrl": "https://goodforbots.com/guides/llms-txt",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 125093,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "e86e2fbfd5faa6e17dcf24a9ff377a5689d58257123a3ff86d0bb2d71395ff48",
      "error": null,
      "durationMs": 207,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page:https://goodforbots\.com/pricing

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "dfc8ee07867b4e79d3543762f3ed8900e14a0904a20e40c4b6c9a9f2ecfeae86",
  "error": null,
  "durationMs": 136,
  "key": "page:https://goodforbots.com/pricing",
  "url": "https://goodforbots.com/pricing",
  "finalUrl": "https://goodforbots.com/pricing",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 195276,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "55cebd3d1eca71587ef32c848efc8124d94dc70c476d2977c07d2651eb4d7cb0",
      "error": null,
      "durationMs": 136,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page:https://goodforbots\.com/blog

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "54445c996491ce81ff4927d1090adcd0e224936003438c27c3e5500dbe673615",
  "error": null,
  "durationMs": 225,
  "key": "page:https://goodforbots.com/blog",
  "url": "https://goodforbots.com/blog",
  "finalUrl": "https://goodforbots.com/blog",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 63972,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "55ad65fb60bad77339efd173ed6d771e2d5d77674ebb7bc4810b58c6e2dcdfde",
      "error": null,
      "durationMs": 225,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page\-markdown:https://goodforbots\.com/guides/llms\-txt

```json
{
  "status": 200,
  "contentType": "text/markdown; charset=utf-8",
  "bodyHash": "c8fba342c6b4dd6b4a4b23c3fd6a30ed45aa281274d896efd25364ebc64874b5",
  "error": null,
  "durationMs": 102,
  "key": "page-markdown:https://goodforbots.com/guides/llms-txt",
  "url": "https://goodforbots.com/guides/llms-txt",
  "finalUrl": "https://goodforbots.com/guides/llms-txt",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 19256,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/markdown; charset=utf-8",
      "bodyHash": "c8fba342c6b4dd6b4a4b23c3fd6a30ed45aa281274d896efd25364ebc64874b5",
      "error": null,
      "durationMs": 102,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page\-markdown:https://goodforbots\.com/pricing

```json
{
  "status": 200,
  "contentType": "text/markdown; charset=utf-8",
  "bodyHash": "02ffa900ea412051a768762b6564c80c425aa4cff4dffefc9a0e964fae79fdbb",
  "error": null,
  "durationMs": 69,
  "key": "page-markdown:https://goodforbots.com/pricing",
  "url": "https://goodforbots.com/pricing",
  "finalUrl": "https://goodforbots.com/pricing",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 18290,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/markdown; charset=utf-8",
      "bodyHash": "02ffa900ea412051a768762b6564c80c425aa4cff4dffefc9a0e964fae79fdbb",
      "error": null,
      "durationMs": 69,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page\-markdown:https://goodforbots\.com/blog

```json
{
  "status": 200,
  "contentType": "text/markdown; charset=utf-8",
  "bodyHash": "52f64f0085a26b5b7a9c4dc708da74cf39c0c1fd9c61d8c6e3d1ab7d6e044823",
  "error": null,
  "durationMs": 50,
  "key": "page-markdown:https://goodforbots.com/blog",
  "url": "https://goodforbots.com/blog",
  "finalUrl": "https://goodforbots.com/blog",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 6126,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/markdown; charset=utf-8",
      "bodyHash": "52f64f0085a26b5b7a9c4dc708da74cf39c0c1fd9c61d8c6e3d1ab7d6e044823",
      "error": null,
      "durationMs": 50,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

## Fixes

Showing 3 of 9 fixes.

### Publish an auth\.md for agents

Recoverable contribution: 0 points.

Score with this fix and the ones above it: 100/100.

No /auth\.md published\.

````text
My website goodforbots.com scored 100/100 on Good for Bots (Excellent). Good for Bots measures one thing: whether a language model can read a site and cite it.

The capability it is missing is "Publishes an auth.md for agents". It carries no points at all: a capability is recorded as a badge on the report and never touches the score. What the scanner saw: No /auth.md published.

I need you to: publish an auth.md telling agents how to authenticate with this service. Here is what that means.

An agent that wants to call this project's API on a user's behalf has no way to find
out how, unless a person tells it first or the site says so itself at a predictable
address. That is what `auth.md` is for: one markdown file, at the site root, that
takes an agent from "I want to call this API" to a working credential without a human
in the loop.

`auth.md` is a convention published by WorkOS in May 2026, not a standard: it has no
version and no conformance criteria, so there is no such thing as a file that formally
conforms. What it points at is specified (RFC 9728 for protected-resource metadata
and RFC 8414 for authorization-server metadata), and that is the part worth getting
right.

Serve a markdown document at `https://goodforbots.com/auth.md`. It must:

- address an agent directly, in the second person, and say what credential this
  service issues;
- link the protected-resource metadata at
  `https://goodforbots.com/.well-known/oauth-protected-resource`, which names the authorization
  server;
- link the authorization-server metadata at
  `https://goodforbots.com/.well-known/oauth-authorization-server`, which carries the endpoints and
  the supported registration methods;
- say how an agent picks up a credential it already has, in priority order, and where
  to send the user when it has none;
- say how the agent knows a credential has been revoked, which is almost always a 401
  on one that previously worked.

A minimal file that does the job:

```
# auth.md

You are an agent that wants to call the Example API on a user's behalf.

Discovery is two hops. Fetch the protected-resource metadata at
https://goodforbots.com/.well-known/oauth-protected-resource, which names the authorization
server in `authorization_servers`. Then fetch
https://goodforbots.com/.well-known/oauth-authorization-server for the endpoints and the
registration methods this service supports. If anything below disagrees with the
protected-resource document, that document wins.

Present the issued credential as a bearer token:

    Authorization: Bearer <credential>

Read it from the environment or a secret store at the moment of the call. Never ask
the user to paste a credential into a chat transcript, and never print it in logs,
commits, pull requests or error reports.

A 401 on a credential that previously worked means it was revoked. Drop it and start
again at discovery rather than retrying.
```

If this service does not issue credentials to agents yet, say exactly that, and point
at what does work today: an MCP server, a CLI that handles auth itself, or a
dashboard where the user mints a key by hand. A file that honestly says "not yet, use
this instead" is worth publishing; it stops an agent guessing, which is the failure
the whole convention exists to prevent.

Two things to get right, because they are the common failure modes. First, make sure
the path is served by a real route: many frameworks answer every unknown path with the
application shell, which returns 200 and HTML, and an agent gets no signal that the
feature is absent. Second, do not let an unrelated page occupy the address: a site
that mirrors its documentation to markdown and happens to have a page about
authentication will serve it at `/auth.md`, and an agent following the convention
lands on a product description instead of instructions.

Two places where this scan deliberately reads the convention loosely, so you are not
surprised by what it accepts. The WorkOS documentation describes an H1 reading
`# auth.md` and nine named sections; this check requires neither, because the largest
real implementations use their own headings and none carries the full set, and
failing them would say something untrue about those sites. In exchange, the badge is
awarded for linking the two metadata documents rather than for resembling the
template, because those have specifications behind them and the template does not.

If this project has no API that an agent could call, skip this entirely. There is
nothing to declare, and an `auth.md` describing a service that issues no credentials
is worse than none at all. Nothing is lost by not having one.

The whole report, as markdown, is at https://goodforbots.com/r/goodforbots.com.md?scan=cmuo0n1du000101nrbtiif2ar. Read it first: this prompt covers one finding, and the report has everything the scan saw.

When you are done, summarise what you changed and how to check it against a running instance. Do not try to run the Good for Bots scan yourself: it only sees what is already deployed, it is rate-limited, and re-running it is the site owner's call once the change ships.
````

### List an MCP server card in the AI Catalog

Recoverable contribution: 0 points.

Score with this fix and the ones above it: 100/100.

No AI Catalog published, so no MCP server card can be discovered\.

````text
My website goodforbots.com scored 100/100 on Good for Bots (Excellent). Good for Bots measures one thing: whether a language model can read a site and cite it.

The capability it is missing is "Lists an MCP server card in its AI Catalog". It carries no points at all: a capability is recorded as a badge on the report and never touches the score. What the scanner saw: No AI Catalog published, so no MCP server card can be discovered.

I need you to: list this site's MCP server in an AI Catalog at /.well-known/ai-catalog.json. Here is what that means.

An agent can only use an MCP server it has been told about, unless the site says so itself
at a predictable address. The current MCP discovery route does that with two documents: an
AI Catalog at the site's well-known address listing what the site offers agents, and a
Server Card for each MCP server, saying where to connect and over which transport.

This follows SEP-2127, the MCP Server Card extension, and the AI Catalog specification it
builds on. SEP-2127 is an Extensions Track proposal still in review, and its wire format lives
in the `experimental-ext-server-card` repository. Both are drafts and have moved during 2026,
so follow the current documents rather than older write-ups.

The catalog must:

- be served at exactly `https://goodforbots.com/.well-known/ai-catalog.json`, as
  `Content-Type: application/ai-catalog+json`;
- contain `specVersion` (currently `"1.0"`) and an `entries` array;
- carry one entry per MCP server, with `type` set to `application/mcp-server-card+json`, an
  `identifier` of the form `urn:air:<publisher domain>:mcp:<name>`, and exactly one of `url`
  (where the card lives) or `data` (the card itself, inline).

Each card must:

- carry `$schema` set to `https://static.modelcontextprotocol.io/schemas/v1/server-card.schema.json`;
- carry a `name` in reverse-DNS form with exactly one slash, such as `com.example/weather`, a
  `version` that is a real version rather than a range, and a `description` of at most 100
  characters;
- list the server's endpoints in `remotes`, each with a `type` of `streamable-http` or `sse`
  and the endpoint's `url`;
- when hosted, be served as `Content-Type: application/mcp-server-card+json` with
  `Access-Control-Allow-Origin: *`, and preferably with `Cache-Control` and an `ETag`.

The recommended place for a hosted card is the MCP endpoint's own URL followed by
`/server-card`, so a server at `https://goodforbots.com/mcp` serves its card at `https://goodforbots.com/mcp/server-card`.
A card may equally live on another domain, such as the MCP host's own, as long as the
catalog's `url` points at it.

A minimal catalog:

```json
{
  "specVersion": "1.0",
  "entries": [
    {
      "identifier": "urn:air:goodforbots.com:mcp:server",
      "type": "application/mcp-server-card+json",
      "url": "https://goodforbots.com/mcp/server-card"
    }
  ]
}
```

And the card it points at:

```json
{
  "$schema": "https://static.modelcontextprotocol.io/schemas/v1/server-card.schema.json",
  "name": "com.example/server",
  "version": "1.0.0",
  "description": "What this MCP server lets an agent do, in one line.",
  "remotes": [
    { "type": "streamable-http", "url": "https://goodforbots.com/mcp" }
  ]
}
```

Replace the name, version, description and endpoint with this project's real ones. The scan
cannot know them, and a card describing an endpoint that does not exist sends every agent to
a dead address.

Two things to get right, because they are the common failure modes. First, the card is public
metadata: never put credentials, internal hostnames or per-user data in it, and do not list
tools, resources or prompts, which the extension deliberately leaves to the live connection.
Second, a card at `/.well-known/mcp.json` or `/.well-known/mcp/server-card.json` on its own is
not enough. Those placements come from earlier drafts; the current one discovers cards only
through the catalog, and a client following it never looks there. An existing card can stay
where it is, provided the catalog's `url` points at it.

Two places where this scan deliberately reads the specification its own way, so the result is
not a surprise. The badge needs a card an agent can connect from (a name, a description and
at least one remote endpoint), which is stricter than the schema, where `remotes` is optional,
and looser everywhere else: a missing `$schema`, a long description, the wrong media type or
missing CORS headers are recorded in the report as notes but do not withhold the badge. And
the scan reads only `/.well-known/ai-catalog.json`, never the older placements.

If this project has no remote MCP server, skip this entirely; a server that only runs locally
over stdio has nothing to list either, because cards describe remote endpoints. A catalog
listing a server that does not exist is worse than no catalog, and nothing here is lost by not
having one.

The whole report, as markdown, is at https://goodforbots.com/r/goodforbots.com.md?scan=cmuo0n1du000101nrbtiif2ar. Read it first: this prompt covers one finding, and the report has everything the scan saw.

When you are done, summarise what you changed and how to check it against a running instance. Do not try to run the Good for Bots scan yourself: it only sees what is already deployed, it is rate-limited, and re-running it is the site owner's call once the change ships.
````

### Publish an A2A Agent Card

Recoverable contribution: 0 points.

Score with this fix and the ones above it: 100/100.

No A2A Agent Card at /\.well\-known/agent\-card\.json, and none listed in an AI Catalog\.

````text
My website goodforbots.com scored 100/100 on Good for Bots (Excellent). Good for Bots measures one thing: whether a language model can read a site and cite it.

The capability it is missing is "Publishes an A2A Agent Card". It carries no points at all: a capability is recorded as a badge on the report and never touches the score. What the scanner saw: No A2A Agent Card at /.well-known/agent-card.json, and none listed in an AI Catalog.

I need you to: publish an A2A Agent Card at /.well-known/agent-card.json. Here is what that means.

An agent can only hand work to another agent it knows how to reach. The Agent2Agent protocol
gives every A2A server one document at a predictable address, the Agent Card, saying what the
agent is called, what it can do, which protocol bindings it speaks and where. A client fetches
it once and knows how to connect.

This follows the A2A Protocol Specification v1.0, a released standard now run under the Linux
Foundation. `agent-card.json` is registered with IANA as a permanent well-known URI, and the
card's fields are defined normatively in the protocol's `specification/a2a.proto`.

The card must:

- be served at exactly `https://goodforbots.com/.well-known/agent-card.json` with a 200 response, as
  JSON, to anyone who asks, without authentication;
- carry a `name`, a `description` and the agent's own `version`;
- list the agent's endpoints in `supportedInterfaces`, preferred first, each with an
  absolute `url`, a `protocolBinding` of `JSONRPC`, `GRPC` or `HTTP+JSON` (or a URI for a
  custom binding), and the `protocolVersion` it speaks, currently `"1.0"`;
- carry a `capabilities` object, even an empty one, and non-empty `defaultInputModes` and
  `defaultOutputModes` arrays of media types;
- describe at least one entry in `skills`, each with an `id`, a `name`, a `description` and
  a non-empty `tags` array;
- preferably be served with a `Cache-Control` header carrying a `max-age`, and an `ETag`.

A minimal card:

```json
{
  "name": "Example Support Agent",
  "description": "Answers questions about orders and opens support tickets.",
  "version": "1.0.0",
  "supportedInterfaces": [
    { "url": "https://goodforbots.com/a2a/v1", "protocolBinding": "JSONRPC", "protocolVersion": "1.0" }
  ],
  "capabilities": { "streaming": false, "pushNotifications": false },
  "defaultInputModes": ["text/plain"],
  "defaultOutputModes": ["text/plain", "application/json"],
  "skills": [
    {
      "id": "order-status",
      "name": "Order status",
      "description": "Looks up the status of an order from its number.",
      "tags": ["orders", "support"]
    }
  ]
}
```

Replace the name, description, version, endpoint and skills with this project's real ones.
The scan cannot know them, and a card describing an endpoint that does not exist sends every
agent to a dead address. If the agent requires authentication, describe it in
`securitySchemes` and `securityRequirements` rather than leaving clients to find out.

Three things to get right, because they are the common failure modes. First, an Agent Card
describes an A2A server. Many published cards point at an MCP server and declare `MCP` as the
transport, and an A2A client that finds no binding it speaks stops there; an MCP server
belongs in an AI Catalog as an MCP server card instead. Second, `/.well-known/agent.json` is
the path from the v0.2 drafts, and the current specification and both official SDKs fetch
only `agent-card.json`, so a card left at the old path is never found. Third, a card built
around a top-level `url` and `preferredTransport` is the v0.3 shape; a v1.0 client reads
`supportedInterfaces`, so add it, and keep the old fields beside it only if older clients
still matter. The card is public metadata throughout: never put credentials, internal
hostnames or per-user data in it.

Two places where this scan deliberately reads the specification its own way, so the result is
not a surprise. The badge needs a card an agent can use: a name, a description and at least
one interface with an A2A binding at an absolute address other than the card's own. The
other required fields, such as the version, the input and output modes, the skills and the
protocol versions, are recorded in the report as notes without withholding it. And the scan
reads `https://goodforbots.com/.well-known/agent-card.json` and any card listed in the site's AI Catalog
at `https://goodforbots.com/.well-known/ai-catalog.json`, never `/.well-known/agent.json`; it does not
call the endpoint or verify card signatures.

If this project runs no A2A agent, skip this entirely. A card for an agent that does not
exist is worse than no card, and nothing here is lost by not having one.

The whole report, as markdown, is at https://goodforbots.com/r/goodforbots.com.md?scan=cmuo0n1du000101nrbtiif2ar. Read it first: this prompt covers one finding, and the report has everything the scan saw.

When you are done, summarise what you changed and how to check it against a running instance. Do not try to run the Good for Bots scan yourself: it only sees what is already deployed, it is rate-limited, and re-running it is the site owner's call once the change ships.
````

6 more fixes come with Pro, each with a prompt. Only the listing's verified owner can upgrade it, and Pro never changes the score. [Pro for this listing](https://goodforbots.com/pricing?host=goodforbots.com#upgrade)

Deployed your fixes? [Rescan to update your score](https://goodforbots.com/r/goodforbots.com#rescan). Only the listing's verified owner can request a rescan; claiming is free.

## Structured data

```json
{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "ItemPage",
      "@id": "https://goodforbots.com/r/goodforbots.com#webpage",
      "url": "https://goodforbots.com/r/goodforbots.com",
      "name": "goodforbots.com AI visibility report",
      "description": "goodforbots.com scores 100/100 for AI visibility. Scanned 30 Sept 2026. Review bot access, content checks and available fixes in the full report.",
      "inLanguage": "en",
      "isPartOf": {
        "@id": "https://goodforbots.com/#website"
      },
      "breadcrumb": {
        "@id": "https://goodforbots.com/r/goodforbots.com#breadcrumb"
      },
      "mainEntity": {
        "@id": "https://goodforbots.com/r/goodforbots.com#site"
      },
      "about": {
        "@id": "https://goodforbots.com/r/goodforbots.com#site"
      },
      "dateModified": "2026-09-30T11:22:41.031Z"
    },
    {
      "@type": "BreadcrumbList",
      "@id": "https://goodforbots.com/r/goodforbots.com#breadcrumb",
      "itemListElement": [
        {
          "@type": "ListItem",
          "position": 1,
          "name": "Home",
          "item": "https://goodforbots.com/"
        },
        {
          "@type": "ListItem",
          "position": 2,
          "name": "Directory",
          "item": "https://goodforbots.com/directory"
        },
        {
          "@type": "ListItem",
          "position": 3,
          "name": "Developer Tools & APIs",
          "item": "https://goodforbots.com/directory/category/developer-tools"
        },
        {
          "@type": "ListItem",
          "position": 4,
          "name": "Good for Bots",
          "item": "https://goodforbots.com/r/goodforbots.com"
        }
      ]
    },
    {
      "@type": "WebSite",
      "@id": "https://goodforbots.com/r/goodforbots.com#site",
      "name": "Good for Bots",
      "url": "https://goodforbots.com",
      "description": "Evaluates website readability for AI crawlers and language models with a scoring rubric",
      "image": "https://cdn.goodforbots.com/site-images/logo/0a708c39-20d0-44ee-afc4-a502c2987dfc.webp"
    },
    {
      "@type": "Organization",
      "@id": "https://goodforbots.com/#organization",
      "name": "Good for Bots",
      "url": "https://goodforbots.com",
      "logo": "https://goodforbots.com/icon-512.png",
      "founder": {
        "@id": "https://goodforbots.com/#person-mateusz-pawlica"
      },
      "contactPoint": {
        "@type": "ContactPoint",
        "contactType": "customer support",
        "email": "support@goodforbots.com",
        "url": "https://goodforbots.com/contact"
      }
    },
    {
      "@type": "WebSite",
      "@id": "https://goodforbots.com/#website",
      "name": "Good for Bots",
      "url": "https://goodforbots.com",
      "description": "Check if AI crawlers can access and read your website, free. Get a score out of 100 with every finding and fix prompts, then browse reports in the directory.",
      "inLanguage": "en",
      "publisher": {
        "@id": "https://goodforbots.com/#organization"
      },
      "potentialAction": {
        "@type": "SearchAction",
        "target": {
          "@type": "EntryPoint",
          "urlTemplate": "https://goodforbots.com/directory?q={q}"
        },
        "query-input": "required maxlength=120 name=q"
      }
    },
    {
      "@type": "Person",
      "@id": "https://goodforbots.com/#person-mateusz-pawlica",
      "name": "Mateusz Pawlica",
      "givenName": "Mateusz",
      "familyName": "Pawlica",
      "jobTitle": "Founder of Good for Bots",
      "description": "Web developer who builds directories and AI-powered products, and the founder of Good for Bots.",
      "url": "https://goodforbots.com/about#founder",
      "sameAs": [
        "https://pl.linkedin.com/in/mateusz-pawlica-65238816b",
        "https://pawlicaweb.pl/o-mnie"
      ],
      "knowsAbout": [
        "llms.txt",
        "robots.txt",
        "AI crawlers",
        "Markdown content negotiation",
        "Structured data",
        "Technical SEO",
        "Web directories",
        "Next.js",
        "TypeScript",
        "Generative AI"
      ],
      "worksFor": {
        "@id": "https://goodforbots.com/#organization"
      }
    }
  ]
}
```