# Good for Bots report: vibecodinglist\.com

Website: https://vibecodinglist\.com
Report: https://goodforbots.com/r/vibecodinglist.com
Scan: cmussbz7b000h01p0fdta0wd3
Scanned at: 2026-10-03T19:29:13.131Z
Status: completed
Rubric: 0\.9\.0
Score: 70/100 (Fair)

Name: VibeCodingList

## Access & usage policy

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

Sampled URL: https://vibecodinglist\.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.
- semrushbot: Unspecified, Unknown.
- siteauditbot: Unspecified, Unknown.
- semrushbot\-ba: Unspecified, Unknown.
- semrushbot\-si: Unspecified, Unknown.
- semrushbot\-swa: Unspecified, Unknown.
- semrushbot\-ocob: Unspecified, Unknown.
- semrushbot\-ft: Unspecified, Unknown.
- semrushbot\-esi: Unspecified, Unknown.
- splitsignalbot: Unspecified, Unknown.
- mjbot: Unspecified, Unknown.
- dotbot: Unspecified, Unknown.

### Declared crawling rules

robots\.txt refuses this URL for some listed identities\. See the affected crawlers below\.

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

[Related check: robots\-txt](https://goodforbots.com/standards?rubric=0.9.0#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://vibecodinglist\.com/robots\.txt; scope: Acquisition of https://vibecodinglist\.com/; state: allowed.

```text
User-agent: *
allow: /
```

[Related check: robots\-txt](https://goodforbots.com/standards?rubric=0.9.0#robots-txt)

[Related check: ai\-crawler\-rules](https://goodforbots.com/standards?rubric=0.9.0#ai-crawler-rules)

[Related check: ai\-crawler\-access](https://goodforbots.com/standards?rubric=0.9.0#ai-crawler-access)

- semrushbot, siteauditbot, semrushbot\-ba, semrushbot\-si, semrushbot\-swa, semrushbot\-ocob, semrushbot\-ft, semrushbot\-esi, splitsignalbot: A matching refusal for this URL in the applicable robots group\. This is a declaration, not an access test\.
  Source: robots\.txt; URL: https://vibecodinglist\.com/robots\.txt; scope: Acquisition of https://vibecodinglist\.com/; state: disallowed.

```text
User-agent: semrushbot
User-agent: siteauditbot
User-agent: semrushbot-ba
User-agent: semrushbot-si
User-agent: semrushbot-swa
User-agent: semrushbot-ocob
User-agent: semrushbot-ft
User-agent: semrushbot-esi
User-agent: splitsignalbot
disallow: /
```

[Related check: robots\-txt](https://goodforbots.com/standards?rubric=0.9.0#robots-txt)

[Related check: ai\-crawler\-rules](https://goodforbots.com/standards?rubric=0.9.0#ai-crawler-rules)

[Related check: ai\-crawler\-access](https://goodforbots.com/standards?rubric=0.9.0#ai-crawler-access)

- mjbot: A matching refusal for this URL in the applicable robots group\. This is a declaration, not an access test\.
  Source: robots\.txt; URL: https://vibecodinglist\.com/robots\.txt; scope: Acquisition of https://vibecodinglist\.com/; state: disallowed.

```text
User-agent: mj12bot
disallow: /
```

[Related check: robots\-txt](https://goodforbots.com/standards?rubric=0.9.0#robots-txt)

[Related check: ai\-crawler\-rules](https://goodforbots.com/standards?rubric=0.9.0#ai-crawler-rules)

[Related check: ai\-crawler\-access](https://goodforbots.com/standards?rubric=0.9.0#ai-crawler-access)

- dotbot: A matching refusal for this URL in the applicable robots group\. This is a declaration, not an access test\.
  Source: robots\.txt; URL: https://vibecodinglist\.com/robots\.txt; scope: Acquisition of https://vibecodinglist\.com/; state: disallowed.

```text
User-agent: dotbot
disallow: /
```

[Related check: robots\-txt](https://goodforbots.com/standards?rubric=0.9.0#robots-txt)

[Related check: ai\-crawler\-rules](https://goodforbots.com/standards?rubric=0.9.0#ai-crawler-rules)

[Related check: ai\-crawler\-access](https://goodforbots.com/standards?rubric=0.9.0#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://vibecodinglist\.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=0.9.0#homepage-availability)

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

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

[Related check: homepage\-availability](https://goodforbots.com/standards?rubric=0.9.0#homepage-availability)

[Related check: waf\-challenge](https://goodforbots.com/standards?rubric=0.9.0#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://vibecodinglist\.com/; scope: homepage response; state: not-observed.

[Related check: indexing\-blocks](https://goodforbots.com/standards?rubric=0.9.0#indexing-blocks)

### Search snippets

Scoped instructions were recorded; see their values and recipient support below\.

- \*: This declares a snippet instruction for the named recipients\. The value is not a claim about citation by every AI operator\.
  Source: Meta robots; URL: https://vibecodinglist\.com/; scope: This response only; state: observed.

```text
max-snippet: -1
```

[Related check: indexing\-blocks](https://goodforbots.com/standards?rubric=0.9.0#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, semrushbot, siteauditbot, semrushbot\-ba, semrushbot\-si, semrushbot\-swa, semrushbot\-ocob, semrushbot\-ft, semrushbot\-esi, splitsignalbot, mjbot, dotbot: No applicable AIPREF preference was established for this purpose\.
  Source: AIPREF Content\-Usage; URL: https://vibecodinglist\.com/; scope: Purpose: search; applicable robots group/path and this response's header; state: unstated.

[Related check: content\-signals](https://goodforbots.com/standards?rubric=0.9.0#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://vibecodinglist\.com/robots\.txt; scope: Purpose: search; applicable crawler group for https://vibecodinglist\.com/; state: allowed.

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

[Related check: content\-signals](https://goodforbots.com/standards?rubric=0.9.0#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, semrushbot, siteauditbot, semrushbot\-ba, semrushbot\-si, semrushbot\-swa, semrushbot\-ocob, semrushbot\-ft, semrushbot\-esi, splitsignalbot, mjbot, dotbot: No applicable AIPREF preference was established for this purpose\.
  Source: AIPREF Content\-Usage; URL: https://vibecodinglist\.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=0.9.0#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://vibecodinglist\.com/robots\.txt; scope: Purpose: ai\-use; applicable crawler group for https://vibecodinglist\.com/; state: allowed.

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

[Related check: content\-signals](https://goodforbots.com/standards?rubric=0.9.0#content-signals)

### AI training

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, semrushbot, siteauditbot, semrushbot\-ba, semrushbot\-si, semrushbot\-swa, semrushbot\-ocob, semrushbot\-ft, semrushbot\-esi, splitsignalbot, mjbot, dotbot: No applicable AIPREF preference was established for this purpose\.
  Source: AIPREF Content\-Usage; URL: https://vibecodinglist\.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=0.9.0#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://vibecodinglist\.com/robots\.txt; scope: Purpose: train\-ai; applicable crawler group for https://vibecodinglist\.com/; state: allowed.

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

[Related check: content\-signals](https://goodforbots.com/standards?rubric=0.9.0#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\.

Builder network and feedback platform for AI\-assisted and vibe\-coded projects

## About this site

VibeCodingList is a builder network designed for feedback and growth, specifically for individuals creating projects using AI and vibe coding methods\. It offers a platform where builders can share their applications, request specific feedback, gain visibility through public directories and launch packs, and connect with other creators\. The site also provides AI website audits, developer documentation, and original research reports such as the State of Vibe Coding\. Contributors can review projects and participate in feedback missions, with potential cash rewards for eligible, high\-impact reviews\.

## Through a bot's eyes

Written from the response GoodForBotsBot received in scan cmussbz7b000h01p0fdta0wd3 (2026-10-03T19:29:13.131Z), before any JavaScript ran.

### What a bot can read

A language model reading this input learns that VibeCodingList functions as a community network and directory for AI\-assisted software projects\. The text covers builder submission workflows, contributor feedback guidelines, rewards structures, featured projects, and agent access via an MCP endpoint and REST API\. The provided markdown twin adds structured navigation links, featured project listings, and frequently asked questions explaining how feedback and rewards operate\. The llms\.txt file significantly expands machine readability by detailing developer routes, API integrations, data room access terms, and MCP tool definitions such as search\_projects and get\_research\_report\. JSON\-LD blocks confirm basic site identity and page metadata\. Pricing details for the Data Room pass \($29 once for 30 days\) are present in the llms\.txt file\.

### What stays hidden

While the llms\.txt mentions that a Data Room Pass costs $29 for a 30\-day period, exact pricing tiers or fee structures for other builder services, domain rating growth, or paid launch packs are not fully detailed on the homepage\. Contact details or physical addresses are also absent\.

> VibeCodingList is a builder network for feedback and growth that connects creators of AI\-assisted projects with contributors for reviews, AI website audits, and research data\.

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

Category: Communities & Forums

Tags: AI & Machine Learning, Developers, Open Source

Hosting: cloudflare

## Site profile

Login: not established.
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": 22,
  "bytesFetched": 884035,
  "durationMs": 15856
}
```

## 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://vibecodinglist\.com
- https://vibecodinglist\.com/ai\-review: unknown; sitemap; read.
- https://vibecodinglist\.com/free\-tools/ab\-test\-calculator: unknown; sitemap; read.
- https://vibecodinglist\.com/free\-tools: unknown; sitemap; read.

## Score breakdown

Readable base: 26.09; agent layer: 43.75; penalties: 0.
Final points are rounded and cannot fall below zero.

[How scoring works · current methodology](https://goodforbots.com/standards?rubric=0.9.0#scoring)

```json
{
  "block1Raw": 24,
  "block1Max": 46,
  "block2Raw": 35,
  "block2Max": 40,
  "coverage": 1,
  "cappedAt": null
}
```

## Detected capabilities

llms\-txt, robots\-txt, sitemap, llms\-txt\-quality, llms\-full\-txt, markdown\-negotiation, content\-signals, control\-names, control\-semantics, canonical\-url, api\-catalog, agent\-skills\-index

## Checks

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

ID: llms-txt; version: 2; kind: achievement; status: pass.
Contribution: 11.25; maximum magnitude: 11.25.

[Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=llms-txt&version=2#llms-txt)

/llms\.txt is well formed: 28 links across 3 sections\.

```json
{
  "links": 28,
  "title": "VibeCodingList",
  "errors": [],
  "sections": 5,
  "charLength": 9751,
  "hasSummary": true,
  "sectionsWithLinks": 3
}
```

### robots\.txt is present and valid

ID: robots-txt; version: 2; kind: achievement; status: pass.
Contribution: 4.3478260869565215; maximum magnitude: 4.3478260869565215.

[Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=robots-txt&version=2#robots-txt)

robots\.txt is valid, with 4 user\-agent groups\.

```json
{
  "errors": [],
  "groups": 4,
  "sitemaps": 1,
  "directives": 84
}
```

### Sitemap is present and parses

ID: sitemap; version: 4; kind: achievement; status: pass.
Contribution: 10.869565217391305; maximum magnitude: 10.869565217391305.

[Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=sitemap&version=4#sitemap)

Sitemap declared in robots\.txt, listing at least 200 URLs\.

```json
{
  "urlCount": 200,
  "documents": [
    {
      "url": "https://vibecodinglist.com/sitemap.xml",
      "kind": "urlset",
      "urls": 200,
      "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: 7.5; maximum magnitude: 7.5.

[Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=llms-txt-quality&version=2#llms-txt-quality)

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

```json
{
  "links": 28,
  "charLength": 9751,
  "hasDetails": true,
  "hasSummary": true,
  "describedLinks": 28,
  "descriptionRatio": 1,
  "unconventionalSeparators": 0
}
```

### Serves markdown at its own URL

ID: llms-full-txt; version: 3; kind: achievement; status: pass.
Contribution: 12.5; maximum magnitude: 12.5.

[Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=llms-full-txt&version=3#llms-full-txt)

llms\.txt points at 4 markdown versions of pages\.

```json
{
  "llmsFullTxt": {
    "status": 200,
    "usable": false,
    "rejected": null,
    "truncated": false,
    "byteLength": 0
  },
  "markdownLinksInLlmsTxt": 4
}
```

### Serves markdown when asked for it

ID: markdown-negotiation; version: 3; kind: achievement; status: pass.
Contribution: 10; maximum magnitude: 10.

[Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=markdown-negotiation&version=3#markdown-negotiation)

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

```json
{
  "vary": "Accept, User-Agent, Accept-Encoding",
  "pages": [
    {
      "url": "https://vibecodinglist.com/",
      "reason": "negotiated",
      "status": "pass",
      "summary": "The homepage serves markdown on `Accept: text/markdown`.",
      "homepage": true
    },
    {
      "url": "https://vibecodinglist.com/ai-review",
      "reason": "negotiated",
      "status": "pass",
      "summary": "The page at /ai-review serves markdown on `Accept: text/markdown`.",
      "homepage": false
    },
    {
      "url": "https://vibecodinglist.com/free-tools/ab-test-calculator",
      "reason": "negotiated",
      "status": "pass",
      "summary": "The page at /free-tools/ab-test-calculator serves markdown on `Accept: text/markdown`.",
      "homepage": false
    },
    {
      "url": "https://vibecodinglist.com/free-tools",
      "reason": "negotiated",
      "status": "pass",
      "summary": "The page at /free-tools serves markdown on `Accept: text/markdown`.",
      "homepage": false
    }
  ],
  "reason": "negotiated",
  "charset": "utf-8",
  "variant": null,
  "bodyLength": 23033,
  "contentType": "text/markdown; charset=utf-8",
  "variesOnAccept": true
}
```

### States a position on AI crawlers

ID: ai-crawler-rules; version: 5; kind: achievement; status: fail.
Contribution: 0; maximum magnitude: 5.

[Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=ai-crawler-rules&version=5#ai-crawler-rules)

robots\.txt states AI usage preferences, but names no AI crawler individually\.

```json
{
  "allowed": [],
  "blocked": [],
  "purposes": [],
  "crawlersNamed": 0,
  "wildcardBlocksEverything": false
}
```

### Declares AI usage preferences

ID: content-signals; version: 3; kind: achievement; status: pass.
Contribution: 2.5; maximum magnitude: 2.5.

[Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=content-signals&version=3#content-signals)

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

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

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

ID: schema-org; version: 4; kind: achievement; status: fail.
Contribution: 0; maximum magnitude: 10.869565217391305.

[Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=schema-org&version=4#schema-org)

1 of 4 pages read pass\. The page at /ai\-review publishes no structured data at all: no JSON\-LD, no microdata, no RDFa\.

```json
{
  "nodes": 3,
  "pages": [
    {
      "url": "https://vibecodinglist.com/",
      "reason": "ok",
      "status": "pass",
      "summary": "The homepage describes itself to machines as WebSite, WebPage in valid schema.org JSON-LD.",
      "homepage": true
    },
    {
      "url": "https://vibecodinglist.com/ai-review",
      "reason": "none",
      "status": "fail",
      "summary": "The page at /ai-review publishes no structured data at all: no JSON-LD, no microdata, no RDFa.",
      "homepage": false
    },
    {
      "url": "https://vibecodinglist.com/free-tools/ab-test-calculator",
      "reason": "none",
      "status": "fail",
      "summary": "The page at /free-tools/ab-test-calculator publishes no structured data at all: no JSON-LD, no microdata, no RDFa.",
      "homepage": false
    },
    {
      "url": "https://vibecodinglist.com/free-tools",
      "reason": "none",
      "status": "fail",
      "summary": "The page at /free-tools publishes no structured data at all: no JSON-LD, no microdata, no RDFa.",
      "homepage": false
    }
  ],
  "types": [
    "WebSite",
    "WebPage"
  ],
  "blocks": 2,
  "reason": "none",
  "contexts": [
    "https://schema.org"
  ],
  "rdfaTypes": [],
  "truncated": false,
  "validBlocks": 2,
  "brokenBlocks": [],
  "unknownTypes": [],
  "pagesExamined": 4,
  "skippedBlocks": 0,
  "topLevelNodes": 2,
  "microdataTypes": [],
  "missingProperties": [],
  "unnamedTopLevelTypes": []
}
```

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

ID: semantic-html; version: 4; kind: achievement; status: fail.
Contribution: 0; maximum magnitude: 13.043478260869565.

[Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=semantic-html&version=4#semantic-html)

None of the 4 pages read pass\. The homepage is unstructured markup: no content root, no usable heading outline and no landmarks\.

```json
{
  "gaps": [
    "No <main> element and nothing carrying role=\"main\".",
    "No <h1>, so nothing says what the page is about.",
    "Only one landmark (contentinfo) outside the content root."
  ],
  "pages": [
    {
      "url": "https://vibecodinglist.com/",
      "reason": "unstructured",
      "status": "fail",
      "summary": "The homepage is unstructured markup: no content root, no usable heading outline and no landmarks.",
      "homepage": true
    },
    {
      "url": "https://vibecodinglist.com/ai-review",
      "reason": "unstructured",
      "status": "fail",
      "summary": "The page at /ai-review is unstructured markup: no content root, no usable heading outline and no landmarks.",
      "homepage": false
    },
    {
      "url": "https://vibecodinglist.com/free-tools/ab-test-calculator",
      "reason": "unstructured",
      "status": "fail",
      "summary": "The page at /free-tools/ab-test-calculator is unstructured markup: no content root, no usable heading outline and no landmarks.",
      "homepage": false
    },
    {
      "url": "https://vibecodinglist.com/free-tools",
      "reason": "unstructured",
      "status": "fail",
      "summary": "The page at /free-tools is unstructured markup: no content root, no usable heading outline and no landmarks.",
      "homepage": false
    }
  ],
  "roots": [],
  "reason": "unstructured",
  "h1Count": 0,
  "headings": [
    {
      "text": "Featured on",
      "empty": false,
      "level": 2
    }
  ],
  "bodyWords": 2,
  "landmarks": [
    {
      "role": "contentinfo",
      "named": true,
      "source": "native",
      "element": "footer"
    }
  ],
  "textRatio": 0.0003,
  "truncated": false,
  "articleCount": 0,
  "contentWords": 0,
  "headingCount": 1,
  "headingSkips": [],
  "requirements": {
    "landmarks": false,
    "contentRoot": false,
    "headingOutline": false
  },
  "landmarkRoles": [
    "contentinfo"
  ],
  "hiddenMainCount": 0,
  "textComposition": {
    "words": {
      "main": 0,
      "other": 0,
      "footer": 2,
      "header": 0,
      "navigation": 0
    },
    "shares": {
      "main": 0,
      "other": 0,
      "footer": 1,
      "header": 0,
      "navigation": 0
    },
    "version": 1,
    "truncated": false,
    "totalWords": 2,
    "analysisLimited": false,
    "mainRegionCount": 0,
    "wordsBeforeMain": null
  },
  "emptyHeadingCount": 0,
  "misnestedMainCount": 0
}
```

### Navigation links expose usable destinations

ID: crawlable-navigation; version: 2; kind: achievement; status: na.
Contribution: 0; maximum magnitude: 0.

[Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=crawlable-navigation&version=2#crawlable-navigation)

No applicable navigation links were observed in the homepage HTML\.

```json
{
  "good": 0,
  "page": "homepage",
  "total": 0,
  "reason": "not-observed",
  "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: 5.434782608695652; maximum magnitude: 5.434782608695652.

[Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=control-names&version=1#control-names)

77 of 77 assessed homepage links and buttons have a nonempty accessible name\.

```json
{
  "good": 77,
  "page": "homepage",
  "total": 77,
  "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: na.
Contribution: 0; maximum magnitude: 0.

[Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=form-semantics&version=1#form-semantics)

No applicable form fields were observed in the homepage HTML\.

```json
{
  "good": 0,
  "page": "homepage",
  "total": 0,
  "reason": "not-observed",
  "limited": false,
  "examples": [],
  "truncated": false,
  "nativeForms": 0,
  "submitControls": 0,
  "inputTypeFallbacks": 0,
  "formsWithoutSubmitControl": 0
}
```

### Controls expose roles, states and relationships

ID: control-semantics; version: 1; kind: achievement; status: pass.
Contribution: 3.260869565217391; maximum magnitude: 3.260869565217391.

[Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=control-semantics&version=1#control-semantics)

77 of 77 assessed homepage controls and role declarations meet the static role, state and relationship checks\.

```json
{
  "good": 77,
  "page": "homepage",
  "total": 77,
  "reason": "observed-gaps",
  "limited": false,
  "examples": [],
  "truncated": false
}
```

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

ID: link-headers; version: 4; kind: achievement; status: fail.
Contribution: 0; maximum magnitude: 1.25.

[Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=link-headers&version=4#link-headers)

None of the 4 pages read pass\. The homepage's links are all ordinary page furniture; none point an agent anywhere\.

```json
{
  "pages": [
    {
      "url": "https://vibecodinglist.com/",
      "reason": "ambient-only",
      "status": "fail",
      "summary": "The homepage's links are all ordinary page furniture; none point an agent anywhere.",
      "homepage": true
    },
    {
      "url": "https://vibecodinglist.com/ai-review",
      "reason": "ambient-only",
      "status": "fail",
      "summary": "The page at /ai-review's links are all ordinary page furniture; none point an agent anywhere.",
      "homepage": false
    },
    {
      "url": "https://vibecodinglist.com/free-tools/ab-test-calculator",
      "reason": "ambient-only",
      "status": "fail",
      "summary": "The page at /free-tools/ab-test-calculator's links are all ordinary page furniture; none point an agent anywhere.",
      "homepage": false
    },
    {
      "url": "https://vibecodinglist.com/free-tools",
      "reason": "ambient-only",
      "status": "fail",
      "summary": "The page at /free-tools's links are all ordinary page furniture; none point an agent anywhere.",
      "homepage": false
    }
  ],
  "reason": "ambient-only",
  "sources": [],
  "totalLinks": 12,
  "ambientOnly": [
    "icon",
    "shortcut",
    "apple-touch-icon",
    "manifest",
    "canonical",
    "stylesheet"
  ],
  "markdownAlternates": [],
  "meaningfulRelations": []
}
```

### Each page declares one usable canonical URL

ID: canonical-url; version: 1; kind: achievement; status: pass.
Contribution: 2.1739130434782608; maximum magnitude: 2.1739130434782608.

[Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=canonical-url&version=1#canonical-url)

3 of 4 pages read pass\. The page at /ai\-review declares no canonical URL, in a Link header or a &lt;link&gt; element\.

```json
{
  "pages": [
    {
      "url": "https://vibecodinglist.com/",
      "reason": "declared",
      "status": "pass",
      "summary": "The homepage declares itself as its canonical URL.",
      "homepage": true
    },
    {
      "url": "https://vibecodinglist.com/ai-review",
      "reason": "none",
      "status": "fail",
      "summary": "The page at /ai-review declares no canonical URL, in a Link header or a <link> element.",
      "homepage": false
    },
    {
      "url": "https://vibecodinglist.com/free-tools/ab-test-calculator",
      "reason": "declared",
      "status": "pass",
      "summary": "The page at /free-tools/ab-test-calculator declares itself as its canonical URL.",
      "homepage": false
    },
    {
      "url": "https://vibecodinglist.com/free-tools",
      "reason": "declared",
      "status": "pass",
      "summary": "The page at /free-tools declares itself as its canonical URL.",
      "homepage": false
    }
  ],
  "reason": "declared",
  "target": "https://vibecodinglist.com/",
  "readings": [
    {
      "url": "https://vibecodinglist.com/",
      "target": "https://vibecodinglist.com/",
      "relative": false,
      "crossHost": false,
      "truncated": false,
      "duplicates": 0,
      "declarations": [
        {
          "url": "https://vibecodinglist.com/",
          "href": "https://vibecodinglist.com/",
          "source": "head"
        }
      ],
      "selfReference": true,
      "invalidDeclarations": 0
    },
    {
      "url": "https://vibecodinglist.com/ai-review",
      "truncated": false,
      "declarations": [],
      "invalidDeclarations": 0
    },
    {
      "url": "https://vibecodinglist.com/free-tools/ab-test-calculator",
      "target": "https://vibecodinglist.com/free-tools/ab-test-calculator",
      "relative": false,
      "crossHost": false,
      "truncated": false,
      "duplicates": 0,
      "declarations": [
        {
          "url": "https://vibecodinglist.com/free-tools/ab-test-calculator",
          "href": "https://vibecodinglist.com/free-tools/ab-test-calculator",
          "source": "head"
        }
      ],
      "selfReference": true,
      "invalidDeclarations": 0
    },
    {
      "url": "https://vibecodinglist.com/free-tools",
      "target": "https://vibecodinglist.com/free-tools",
      "relative": false,
      "crossHost": false,
      "truncated": false,
      "duplicates": 0,
      "declarations": [
        {
          "url": "https://vibecodinglist.com/free-tools",
          "href": "https://vibecodinglist.com/free-tools",
          "source": "head"
        }
      ],
      "selfReference": true,
      "invalidDeclarations": 0
    }
  ],
  "relative": false,
  "crossHost": false,
  "truncated": false,
  "duplicates": 0,
  "declarations": [
    {
      "url": "https://vibecodinglist.com/",
      "href": "https://vibecodinglist.com/",
      "source": "head"
    }
  ],
  "selfReference": true,
  "invalidDeclarations": 0
}
```

### Section links reach an element on the page

ID: section-links; version: 1; kind: achievement; status: na.
Contribution: 0; maximum magnitude: 0.

[Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=section-links&version=1#section-links)

No section links were found on the pages read\.

```json
{
  "reason": "not-observed"
}
```

### 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=0.9.0&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=0.9.0&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://vibecodinglist.com/",
  "redirects": 0,
  "directives": [
    {
      "name": "index",
      "value": null,
      "inHead": true,
      "source": "html",
      "userAgent": "*"
    },
    {
      "name": "follow",
      "value": null,
      "inHead": true,
      "source": "html",
      "userAgent": "*"
    },
    {
      "name": "max-snippet",
      "value": "-1",
      "inHead": true,
      "source": "html",
      "userAgent": "*"
    },
    {
      "name": "max-image-preview",
      "value": "large",
      "inHead": true,
      "source": "html",
      "userAgent": "*"
    },
    {
      "name": "max-video-preview",
      "value": "-1",
      "inHead": true,
      "source": "html",
      "userAgent": "*"
    }
  ],
  "ignoredScopes": [],
  "trainingOptOut": [],
  "snippetBlocking": []
}
```

### Serves its content without JavaScript

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

[Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=javascript-required&version=4#javascript-required)

The homepage contains text or potentially meaningful elements; JavaScript dependence is not established\.

```json
{
  "reason": "not-established",
  "bodyWords": 2,
  "truncated": false,
  "scriptCount": 5,
  "contentWords": 0,
  "markupLength": 35665,
  "passWordThreshold": 120,
  "hasNoscriptFallback": false,
  "nontextElementCount": 155
}
```

### 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=0.9.0&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=0.9.0&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://vibecodinglist.com/",
  "requestedUrl": "https://vibecodinglist.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=0.9.0&check=page-metadata&version=2#page-metadata)

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

```json
{
  "title": "Vibe Coding Projects, Feedback & Growth | VibeCodingList",
  "titleCount": 1,
  "description": "Get useful feedback on your vibe coding project, gain visibility, and connect with builders. Explore research and ways to grow your project on VibeCodingList.",
  "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=0.9.0&check=redirect-chain&version=2#redirect-chain)

The homepage is reached in 0 redirects\.

```json
{
  "finalUrl": "https://vibecodinglist.com/",
  "redirects": 0,
  "threshold": 2,
  "requestedUrl": "https://vibecodinglist.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=0.9.0&check=response-time&version=2#response-time)

The homepage reached a plain crawler in 360 ms\.

```json
{
  "durationMs": 360,
  "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=0.9.0&check=api-catalog&version=4#api-catalog)

Publishes an API catalog describing 3 APIs\.

```json
{
  "apis": 3,
  "links": 4,
  "relations": [
    "service-desc",
    "service-doc"
  ],
  "wellKnown": {
    "status": 200,
    "problem": null,
    "profile": null,
    "contentType": "application/linkset+json; charset=utf-8"
  },
  "advertisedVia": []
}
```

### Publishes an auth\.md for agents

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

[Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=auth-md&version=2#auth-md)

/auth\.md is published but links neither OAuth protected\-resource nor authorization\-server metadata, so an agent cannot discover where to authenticate\.

```json
{
  "bytes": 10867,
  "reason": "no-metadata",
  "status": 200,
  "contentType": "text/markdown",
  "agentMentions": 11,
  "metadataLinked": [],
  "namedInHeading": true
}
```

### 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=0.9.0&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=0.9.0&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://vibecodinglist.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": "application/json; charset=utf-8"
  }
}
```

### Publishes an Agent Skills index

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

[Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=agent-skills-index&version=3#agent-skills-index)

Publishes an Agent Skills index with 1 usable entry\. Skill artifacts and digests were not verified\.

```json
{
  "index": {
    "via": "well-known",
    "error": null,
    "notes": [],
    "total": 1,
    "format": "0.2.0",
    "issues": [],
    "schema": "https://schemas.agentskills.io/discovery/0.2.0/schema.json",
    "source": "https://vibecodinglist.com/.well-known/agent-skills/index.json",
    "status": 200,
    "usable": 1,
    "entries": [
      {
        "url": "https://vibecodinglist.com/.well-known/agent-skills/vibecodinglist-agent-api/SKILL.md",
        "name": "vibecodinglist-agent-api",
        "type": "skill-md",
        "digest": "sha256:604f3ed938886fbb1deeb482be0f27fcd8fb2a4bc8b2e9bd7ac67a1997d6132a",
        "description": "Read public projects, project rankings, published Research reports and a limited Data Room preview for free over MCP; read your projects' AI Website Audit results with a scoped key, or manage projects and feedback through the authenticated Agent REST API."
      }
    ],
    "problem": null,
    "rejected": 0,
    "identifier": null
  },
  "catalog": {
    "status": 404,
    "problem": "absent",
    "individualSkills": 0
  },
  "indexes": [
    {
      "via": "well-known",
      "error": null,
      "notes": [],
      "total": 1,
      "format": "0.2.0",
      "issues": [],
      "schema": "https://schemas.agentskills.io/discovery/0.2.0/schema.json",
      "source": "https://vibecodinglist.com/.well-known/agent-skills/index.json",
      "status": 200,
      "usable": 1,
      "entries": [
        {
          "url": "https://vibecodinglist.com/.well-known/agent-skills/vibecodinglist-agent-api/SKILL.md",
          "name": "vibecodinglist-agent-api",
          "type": "skill-md",
          "digest": "sha256:604f3ed938886fbb1deeb482be0f27fcd8fb2a4bc8b2e9bd7ac67a1997d6132a",
          "description": "Read public projects, project rankings, published Research reports and a limited Data Room preview for free over MCP; read your projects' AI Website Audit results with a scoped key, or manage projects and feedback through the authenticated Agent REST API."
        }
      ],
      "problem": null,
      "rejected": 0,
      "identifier": null
    },
    {
      "via": "well-known",
      "error": null,
      "notes": [],
      "total": 0,
      "format": null,
      "issues": [],
      "schema": null,
      "source": "https://vibecodinglist.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=0.9.0&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://vibecodinglist.com/",
      "secure": true,
      "usable": 0,
      "truncated": false,
      "references": 0,
      "parseErrors": 0,
      "declarations": 0
    },
    {
      "key": "page:https://vibecodinglist.com/ai-review",
      "url": "https://vibecodinglist.com/ai-review",
      "secure": true,
      "usable": 0,
      "truncated": false,
      "references": 0,
      "parseErrors": 0,
      "declarations": 0
    },
    {
      "key": "page:https://vibecodinglist.com/free-tools/ab-test-calculator",
      "url": "https://vibecodinglist.com/free-tools/ab-test-calculator",
      "secure": true,
      "usable": 0,
      "truncated": false,
      "references": 0,
      "parseErrors": 0,
      "declarations": 0
    },
    {
      "key": "page:https://vibecodinglist.com/free-tools",
      "url": "https://vibecodinglist.com/free-tools",
      "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=0.9.0&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://vibecodinglist.com/.well-known/http-message-signatures-directory",
    "redirects": 0,
    "contentType": null
  },
  "extraMembers": [],
  "signatureAgent": "https://vibecodinglist.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=0.9.0&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://vibecodinglist.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=0.9.0&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=0.9.0&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; charset=UTF-8",
  "bodyHash": "18ec2d1c69f859932007bb9310429de8b6a6115281202b89941359619760c48f",
  "error": null,
  "durationMs": 1109,
  "key": "robots",
  "url": "https://vibecodinglist.com/robots.txt",
  "finalUrl": "https://vibecodinglist.com/robots.txt",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 3052,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/plain; charset=UTF-8",
      "bodyHash": "18ec2d1c69f859932007bb9310429de8b6a6115281202b89941359619760c48f",
      "error": null,
      "durationMs": 1109,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### homepage

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "c46d91efbe79f92cba968fd48b24249bf95a551f5cb8ef07cfa53348c76b31f3",
  "error": null,
  "durationMs": 360,
  "key": "homepage",
  "url": "https://vibecodinglist.com",
  "finalUrl": "https://vibecodinglist.com/",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 35669,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "29b08c3f1f6f88f0633bbd61afa90118f96d1c286db86b4bde190dffdec2f1ca",
      "error": null,
      "durationMs": 360,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### llms\-txt

```json
{
  "status": 200,
  "contentType": "text/plain; charset=UTF-8",
  "bodyHash": "bdb7202566284045b5337c7bb588819b28652fa0d8729917b8a6b62c87c6fd63",
  "error": null,
  "durationMs": 353,
  "key": "llms-txt",
  "url": "https://vibecodinglist.com/llms.txt",
  "finalUrl": "https://vibecodinglist.com/llms.txt",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 9753,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/plain; charset=UTF-8",
      "bodyHash": "bdb7202566284045b5337c7bb588819b28652fa0d8729917b8a6b62c87c6fd63",
      "error": null,
      "durationMs": 353,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### llms\-full\-txt

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "3e531d31b56565e1899dc9259de22804da093272978778ac498d516b73f297e5",
  "error": null,
  "durationMs": 118,
  "key": "llms-full-txt",
  "url": "https://vibecodinglist.com/llms-full.txt",
  "finalUrl": "https://vibecodinglist.com/llms-full.txt",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 34415,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "14e3e3f43d86dc516b22f767d7a9c7388dd709e404711c9136ff724c2a665bfe",
      "error": null,
      "durationMs": 118,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### markdown\-negotiation

```json
{
  "status": 200,
  "contentType": "text/markdown; charset=utf-8",
  "bodyHash": "ae38fba0d643bb0550a27fd16838bd091e7c7c48531263dfe6cc490c67f2da42",
  "error": null,
  "durationMs": 167,
  "key": "markdown-negotiation",
  "url": "https://vibecodinglist.com",
  "finalUrl": "https://vibecodinglist.com/",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 23042,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/markdown; charset=utf-8",
      "bodyHash": "344b1c16f97b09ae168a93cecb6b9c1e8c6f7a995675ccd6078a795294b87b0f",
      "error": null,
      "durationMs": 167,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 200,
  "contentType": "application/xml; charset=utf-8",
  "bodyHash": "aeb25dd99714f2921b9da74b48495d2a00acefcd7b7d33410eda62fe1a041378",
  "error": null,
  "durationMs": 653,
  "key": "sitemap:https://vibecodinglist.com/sitemap.xml",
  "url": "https://vibecodinglist.com/sitemap.xml",
  "finalUrl": "https://vibecodinglist.com/sitemap.xml",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 564850,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "application/xml; charset=utf-8",
      "bodyHash": "74cf72b0d47b071978c000fd1f7b1775274135e9d8bd9f3371557ad042b74e14",
      "error": null,
      "durationMs": 653,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 200,
  "contentType": "application/linkset+json; charset=utf-8",
  "bodyHash": "9aec60fa22810043408a4ef1e553963b853bd1fff196dae00701e015ee4cdb04",
  "error": null,
  "durationMs": 110,
  "key": "well-known-api-catalog",
  "url": "https://vibecodinglist.com/.well-known/api-catalog",
  "finalUrl": "https://vibecodinglist.com/.well-known/api-catalog",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 848,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "application/linkset+json; charset=utf-8",
      "bodyHash": "9aec60fa22810043408a4ef1e553963b853bd1fff196dae00701e015ee4cdb04",
      "error": null,
      "durationMs": 110,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 404,
  "contentType": "application/json; charset=utf-8",
  "bodyHash": "195d97f8c65f776b74258cf2e25f09989ac5626d35bcc9e8bd67af0d7daf46a8",
  "error": null,
  "durationMs": 117,
  "key": "well-known-ai-catalog",
  "url": "https://vibecodinglist.com/.well-known/ai-catalog.json",
  "finalUrl": "https://vibecodinglist.com/.well-known/ai-catalog.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 106,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "application/json; charset=utf-8",
      "bodyHash": "195d97f8c65f776b74258cf2e25f09989ac5626d35bcc9e8bd67af0d7daf46a8",
      "error": null,
      "durationMs": 117,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 404,
  "contentType": "application/json; charset=utf-8",
  "bodyHash": "195d97f8c65f776b74258cf2e25f09989ac5626d35bcc9e8bd67af0d7daf46a8",
  "error": null,
  "durationMs": 106,
  "key": "well-known-agent-card",
  "url": "https://vibecodinglist.com/.well-known/agent-card.json",
  "finalUrl": "https://vibecodinglist.com/.well-known/agent-card.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 106,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "application/json; charset=utf-8",
      "bodyHash": "195d97f8c65f776b74258cf2e25f09989ac5626d35bcc9e8bd67af0d7daf46a8",
      "error": null,
      "durationMs": 106,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 200,
  "contentType": "application/json; charset=utf-8",
  "bodyHash": "e7b33effc117ec1faf40f7f4c13b674e2ba02b5d1e9e0823aad51bd88955977d",
  "error": null,
  "durationMs": 110,
  "key": "well-known-agent-skills",
  "url": "https://vibecodinglist.com/.well-known/agent-skills/index.json",
  "finalUrl": "https://vibecodinglist.com/.well-known/agent-skills/index.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 586,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "application/json; charset=utf-8",
      "bodyHash": "e7b33effc117ec1faf40f7f4c13b674e2ba02b5d1e9e0823aad51bd88955977d",
      "error": null,
      "durationMs": 110,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-skills

```json
{
  "status": 404,
  "contentType": "application/json; charset=utf-8",
  "bodyHash": "195d97f8c65f776b74258cf2e25f09989ac5626d35bcc9e8bd67af0d7daf46a8",
  "error": null,
  "durationMs": 109,
  "key": "well-known-skills",
  "url": "https://vibecodinglist.com/.well-known/skills/index.json",
  "finalUrl": "https://vibecodinglist.com/.well-known/skills/index.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 106,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "application/json; charset=utf-8",
      "bodyHash": "195d97f8c65f776b74258cf2e25f09989ac5626d35bcc9e8bd67af0d7daf46a8",
      "error": null,
      "durationMs": 109,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 404,
  "contentType": "application/json; charset=utf-8",
  "bodyHash": "195d97f8c65f776b74258cf2e25f09989ac5626d35bcc9e8bd67af0d7daf46a8",
  "error": null,
  "durationMs": 106,
  "key": "well-known-http-message-signatures-directory",
  "url": "https://vibecodinglist.com/.well-known/http-message-signatures-directory",
  "finalUrl": "https://vibecodinglist.com/.well-known/http-message-signatures-directory",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 106,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "application/json; charset=utf-8",
      "bodyHash": "195d97f8c65f776b74258cf2e25f09989ac5626d35bcc9e8bd67af0d7daf46a8",
      "error": null,
      "durationMs": 106,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-x402

```json
{
  "status": 404,
  "contentType": "application/json; charset=utf-8",
  "bodyHash": "195d97f8c65f776b74258cf2e25f09989ac5626d35bcc9e8bd67af0d7daf46a8",
  "error": null,
  "durationMs": 107,
  "key": "well-known-x402",
  "url": "https://vibecodinglist.com/.well-known/x402",
  "finalUrl": "https://vibecodinglist.com/.well-known/x402",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 106,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "application/json; charset=utf-8",
      "bodyHash": "195d97f8c65f776b74258cf2e25f09989ac5626d35bcc9e8bd67af0d7daf46a8",
      "error": null,
      "durationMs": 107,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-acp

```json
{
  "status": 404,
  "contentType": "application/json; charset=utf-8",
  "bodyHash": "195d97f8c65f776b74258cf2e25f09989ac5626d35bcc9e8bd67af0d7daf46a8",
  "error": null,
  "durationMs": 106,
  "key": "well-known-acp",
  "url": "https://vibecodinglist.com/.well-known/acp.json",
  "finalUrl": "https://vibecodinglist.com/.well-known/acp.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 106,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "application/json; charset=utf-8",
      "bodyHash": "195d97f8c65f776b74258cf2e25f09989ac5626d35bcc9e8bd67af0d7daf46a8",
      "error": null,
      "durationMs": 106,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-ucp

```json
{
  "status": 404,
  "contentType": "application/json; charset=utf-8",
  "bodyHash": "195d97f8c65f776b74258cf2e25f09989ac5626d35bcc9e8bd67af0d7daf46a8",
  "error": null,
  "durationMs": 109,
  "key": "well-known-ucp",
  "url": "https://vibecodinglist.com/.well-known/ucp",
  "finalUrl": "https://vibecodinglist.com/.well-known/ucp",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 106,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "application/json; charset=utf-8",
      "bodyHash": "195d97f8c65f776b74258cf2e25f09989ac5626d35bcc9e8bd67af0d7daf46a8",
      "error": null,
      "durationMs": 109,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### auth\-md

```json
{
  "status": 200,
  "contentType": "text/markdown; charset=utf-8",
  "bodyHash": "66996910c203fb9be4cf6c60fa165d2ef9a55e69d460d0a8eff7cf43bc0b394c",
  "error": null,
  "durationMs": 107,
  "key": "auth-md",
  "url": "https://vibecodinglist.com/auth.md",
  "finalUrl": "https://vibecodinglist.com/auth.md",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 10867,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/markdown; charset=utf-8",
      "bodyHash": "66996910c203fb9be4cf6c60fa165d2ef9a55e69d460d0a8eff7cf43bc0b394c",
      "error": null,
      "durationMs": 107,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page:https://vibecodinglist\.com/ai\-review

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "3e531d31b56565e1899dc9259de22804da093272978778ac498d516b73f297e5",
  "error": null,
  "durationMs": 111,
  "key": "page:https://vibecodinglist.com/ai-review",
  "url": "https://vibecodinglist.com/ai-review",
  "finalUrl": "https://vibecodinglist.com/ai-review",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 34415,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "14e3e3f43d86dc516b22f767d7a9c7388dd709e404711c9136ff724c2a665bfe",
      "error": null,
      "durationMs": 111,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page:https://vibecodinglist\.com/free\-tools/ab\-test\-calculator

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "fa25f856b0ded321d061d48dafa3e665ba0538f6080f0622dbd488b56a049add",
  "error": null,
  "durationMs": 191,
  "key": "page:https://vibecodinglist.com/free-tools/ab-test-calculator",
  "url": "https://vibecodinglist.com/free-tools/ab-test-calculator",
  "finalUrl": "https://vibecodinglist.com/free-tools/ab-test-calculator",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 34610,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "133b45d5788c9765546fd826bcb27702b4d6f9cd672fc145893b4b4ef3f4086d",
      "error": null,
      "durationMs": 191,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page:https://vibecodinglist\.com/free\-tools

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "cf2df75e7f342505bdedd3060ca254bb57681e8a788840fb7562b3ddc1509fe6",
  "error": null,
  "durationMs": 116,
  "key": "page:https://vibecodinglist.com/free-tools",
  "url": "https://vibecodinglist.com/free-tools",
  "finalUrl": "https://vibecodinglist.com/free-tools",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 34630,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "e29463a676aa0959406ad6ef10d5516dde4c2719397fae30269dfc573ad4182a",
      "error": null,
      "durationMs": 116,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page\-markdown:https://vibecodinglist\.com/ai\-review

```json
{
  "status": 200,
  "contentType": "text/markdown; charset=utf-8",
  "bodyHash": "9b7ce27d0b2a27d2e0ec299c96ceabc6df5e69c06428db2da0e84bd4de990043",
  "error": null,
  "durationMs": 109,
  "key": "page-markdown:https://vibecodinglist.com/ai-review",
  "url": "https://vibecodinglist.com/ai-review",
  "finalUrl": "https://vibecodinglist.com/ai-review",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 6541,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/markdown; charset=utf-8",
      "bodyHash": "9b7ce27d0b2a27d2e0ec299c96ceabc6df5e69c06428db2da0e84bd4de990043",
      "error": null,
      "durationMs": 109,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page\-markdown:https://vibecodinglist\.com/free\-tools/ab\-test\-calculator

```json
{
  "status": 200,
  "contentType": "text/markdown; charset=utf-8",
  "bodyHash": "b981d68de620b9264b4c7fe101131adfeb675f297b96bd3c23615949051d3b06",
  "error": null,
  "durationMs": 110,
  "key": "page-markdown:https://vibecodinglist.com/free-tools/ab-test-calculator",
  "url": "https://vibecodinglist.com/free-tools/ab-test-calculator",
  "finalUrl": "https://vibecodinglist.com/free-tools/ab-test-calculator",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 3745,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/markdown; charset=utf-8",
      "bodyHash": "b981d68de620b9264b4c7fe101131adfeb675f297b96bd3c23615949051d3b06",
      "error": null,
      "durationMs": 110,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page\-markdown:https://vibecodinglist\.com/free\-tools

```json
{
  "status": 200,
  "contentType": "text/markdown; charset=utf-8",
  "bodyHash": "e75a1e004891d7835b78d9a2d7dc5863fa94559c9a966e4dc0f867a262eae176",
  "error": null,
  "durationMs": 145,
  "key": "page-markdown:https://vibecodinglist.com/free-tools",
  "url": "https://vibecodinglist.com/free-tools",
  "finalUrl": "https://vibecodinglist.com/free-tools",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 86270,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/markdown; charset=utf-8",
      "bodyHash": "45e4c83f7e454eb04a1d1e6ff1c8176aa62d9a68250c74e99e4e6b2e61ba4934",
      "error": null,
      "durationMs": 145,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

## Fixes

Showing 3 of 12 fixes.

### Mark up content so a reader can find it

Recoverable contribution: 13.04 points.

Score with this fix and the ones above it: 83/100.

None of the 4 pages read pass\. The homepage is unstructured markup: no content root, no usable heading outline and no landmarks\.

````text
My website vibecodinglist.com scored 70/100 on Good for Bots (Fair). Good for Bots measures one thing: whether a language model can read a site and cite it.

I need you to: mark the content up so a parser can find it.

The check it fails is "Content is marked up so a reader can find it", worth 13.04 points. What the scanner saw: None of the 4 pages read pass. The homepage is unstructured markup: no content root, no usable heading outline and no landmarks.

The scan checked a sample of 4 pages. It does not establish which other pages have the same issues. Use the findings below to locate the responsible templates, components or configuration, and apply the fix wherever the same issue occurs. Pages in the sample with findings:
- https://vibecodinglist.com/: The homepage is unstructured markup: no content root, no usable heading outline and no landmarks.
- https://vibecodinglist.com/ai-review: The page at /ai-review is unstructured markup: no content root, no usable heading outline and no landmarks.
- https://vibecodinglist.com/free-tools/ab-test-calculator: The page at /free-tools/ab-test-calculator is unstructured markup: no content root, no usable heading outline and no landmarks.
- https://vibecodinglist.com/free-tools: The page at /free-tools is unstructured markup: no content root, no usable heading outline and no landmarks.

Review the site's public page templates and shared layout components. Fix missing
content roots, heading structure and landmarks wherever they occur, including
templates outside the reported sample. Check the server's HTML response from each
page type: a shared layout fix can introduce a second `<main>` on pages that
already have one.

Semantic elements help a reader of raw HTML find the page's content and distinguish
it from navigation and other surrounding material.

Three things, all from the HTML standard. Change the markup; do not change what the page
looks like.

**1. One content root.** Wrap the page's dominant content in a single `<main>`.

```html
<body>
  <header>…site header…</header>
  <main>…the article, the docs page, the product copy…</main>
  <footer>…site footer…</footer>
</body>
```

The standard allows exactly one `<main>` per document that is not marked `hidden`, and
its ancestors may only be `<html>`, `<body>`, `<div>`, an unnamed `<form>` or a custom
element, which makes a `<main>` inside `<section>` or `<article>` invalid. Put the real
content inside it: a `<main>` that holds a sliver of the page while the article sits in a
sibling `<div>` marks nothing. If a framework template makes the element impossible,
`role="main"` on the wrapper is an acceptable substitute.

**2. A heading outline that holds together.** Exactly one idea per level, starting at
`<h1>`, and never skipping a level on the way down.

```html
<h1>What this page is about</h1>
  <h2>First section</h2>
    <h3>A detail</h3>
  <h2>Second section</h2>
```

`<h1>` → `<h3>` is invalid; `<h3>` → `<h2>` on the way back up is fine. Use heading
elements for headings and CSS for size: a `<div class="text-2xl">` is invisible to the
outline. If a heading is an image or an icon, give it real text and hide it visually
rather than leaving the element empty.

**3. Landmarks around the content.** At least two of these, outside `<main>`:

```html
<header>   <!-- the site header: becomes the banner landmark -->
<nav>      <!-- navigation -->
<footer>   <!-- the site footer: becomes contentinfo -->
<aside>    <!-- related content -->
<search>   <!-- a search form -->
```

Two rules that surprise people. `<header>` and `<footer>` only count as the page's banner
and contentinfo when they are children of `<body>`; inside `<article>` or `<section>` they
are that section's own header and footer and are not landmarks at all. And a `<form>` is
only a landmark when it has an accessible name, so give a search form
`aria-label="Search"`.

Do not add landmarks that describe nothing: five unlabelled `<nav>` elements are worse
than one. And do not wrap the whole body in `<main>`: that puts the header and footer
inside the content root, which removes the landmarks this asks for.

The report's content and navigation breakdown is diagnostic. It measures extracted
text in marked regions, not content quality. Keep useful navigation; do not remove
links or add filler to change a percentage. If much of the text is labelled "other",
check whether the real main content has a meaningful wrapper. The reported start of
main text follows HTML order, which can differ from the visual layout.

The whole report, as markdown, is at https://goodforbots.com/r/vibecodinglist.com.md?scan=cmussbz7b000h01p0fdta0wd3. 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.
````

### Describe the site with schema\.org JSON\-LD

Recoverable contribution: 10.87 points.

Score with this fix and the ones above it: 94/100.

1 of 4 pages read pass\. The page at /ai\-review publishes no structured data at all: no JSON\-LD, no microdata, no RDFa\.

````text
My website vibecodinglist.com scored 70/100 on Good for Bots (Fair). Good for Bots measures one thing: whether a language model can read a site and cite it.

I need you to: describe the pages with schema.org JSON-LD.

The check it fails is "Describes itself to machines with schema.org JSON-LD", worth 10.87 points. What the scanner saw: 1 of 4 pages read pass. The page at /ai-review publishes no structured data at all: no JSON-LD, no microdata, no RDFa.

The scan checked a sample of 4 pages. It does not establish which other pages have the same issues. Use the findings below to locate the responsible templates, components or configuration, and apply the fix wherever the same issue occurs. Pages in the sample with findings:
- https://vibecodinglist.com/ai-review: The page at /ai-review publishes no structured data at all: no JSON-LD, no microdata, no RDFa.
- https://vibecodinglist.com/free-tools/ab-test-calculator: The page at /free-tools/ab-test-calculator publishes no structured data at all: no JSON-LD, no microdata, no RDFa.
- https://vibecodinglist.com/free-tools: The page at /free-tools publishes no structured data at all: no JSON-LD, no microdata, no RDFa.

The pages identified as having no structured data need markup added through their
templates. Review the other public page types for the same gap. Use the homepage
example below where it fits, and describe each content page with types that match
its visible content. A passing homepage does not need its markup replaced.

Review structured data across the site's public page types, including those
outside the reported sample. Add or repair it in the templates that generate
each type, using that page's content. Verify a page from each template and keep
existing valid markup. Structured data gives a reader explicit names, types and
relationships for the entities the page describes.

Put a `<script type="application/ld+json">` block in the HTML the server returns. On the
home page describe the organisation and the site; on a content page describe the content
itself: an `Article` for a post, a `Product` for a product, a `BreadcrumbList` for the
trail above it.

Every entity must:

- declare `"@context": "https://schema.org"`;
- declare a `@type` that schema.org defines;
- carry a name: `name`, or `headline` for an article. A type with no name asserts that
  something exists without saying what, which is worth nothing to a reader;
- describe what is on the page. Structured data that disagrees with the visible content
  is worse than none.

A minimal, correct home page block:

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "Organization",
      "@id": "https://vibecodinglist.com/#organization",
      "name": "Example Corp",
      "url": "https://vibecodinglist.com",
      "logo": "https://vibecodinglist.com/logo.png"
    },
    {
      "@type": "WebSite",
      "@id": "https://vibecodinglist.com/#website",
      "name": "Example Corp",
      "url": "https://vibecodinglist.com",
      "publisher": { "@id": "https://vibecodinglist.com/#organization" }
    }
  ]
}
</script>
```

The addresses in that example are this site's. The names are not. Replace `Example Corp`
with the organisation's real name, which is the one thing here that cannot be filled in
from the outside.

Work out how to generate this in whatever stack this project uses, from the same data
that renders the page, so the two cannot drift apart.

Two mistakes account for most broken structured data in the wild. Avoid both:

1. **Do not let the template escape the JSON.** A templating engine that escapes variables
   by default will turn every `"` into `&quot;`, and the block will look perfectly correct
   in the page source while no consumer on earth can parse it, because HTML entities
   inside a `<script>` are never decoded. Use the raw output form the templating engine
   provides:
   `dangerouslySetInnerHTML` in React, `{{{ }}}` in Handlebars, `| safe` in Jinja or
   Nunjucks, `@Html.Raw` in Razor.

2. **Do not inject the block with JavaScript.** Tag managers and client-side SEO plugins
   add it after the page loads, so a crawler that does not run scripts, which is most of
   them, sees nothing at all. The block belongs in the HTML the server sends.

Several separate blocks on one page are fine; the specification requires consumers to
merge them all. A single `@graph`, as above, is just tidier.

The whole report, as markdown, is at https://goodforbots.com/r/vibecodinglist.com.md?scan=cmussbz7b000h01p0fdta0wd3. 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.
````

### State a position on AI crawlers

Recoverable contribution: 5 points.

Score with this fix and the ones above it: 99/100.

robots\.txt states AI usage preferences, but names no AI crawler individually\.

````text
My website vibecodinglist.com scored 70/100 on Good for Bots (Fair). Good for Bots measures one thing: whether a language model can read a site and cite it.

I need you to: state a position on AI crawlers in robots.txt.

The check it fails is "States a position on AI crawlers", worth 5 points. What the scanner saw: robots.txt states AI usage preferences, but names no AI crawler individually.

A `robots.txt` that says nothing about AI crawlers leaves every operator to guess what
this site wants, and they guess differently. The point of this task is to state a
position, whichever position that is.

The thing most people get wrong: the major operators run **separate crawlers for
separate purposes**, and blocking one does not block the others. OpenAI runs GPTBot for
training, OAI-SearchBot for search indexing, and ChatGPT-User for pages a user asks
about. Anthropic runs ClaudeBot, Claude-SearchBot and Claude-User for the same three
jobs. Decide about each job, not about the vendor.

A common and reasonable position is to refuse training while staying visible in AI
answers:

```
# Training: no
User-agent: GPTBot
Disallow: /

User-agent: ClaudeBot
Disallow: /

User-agent: Google-Extended
Disallow: /

User-agent: CCBot
Disallow: /

# Search and user-requested fetches: yes
User-agent: OAI-SearchBot
Allow: /

User-agent: Claude-SearchBot
Allow: /

User-agent: PerplexityBot
Allow: /

User-agent: ChatGPT-User
Allow: /

User-agent: Claude-User
Allow: /
```

Work out what this project wants before copying that. Allowing everything is
equally valid and earns exactly as much here; what is being measured is whether there is
an explicit answer, not which answer it is.

Blocking a documented search or user-fetch control declares a refusal of that route.
Some user-triggered fetchers may still retrieve a page; do not promise complete invisibility.
Google-Extended also controls grounding, while CCBot publishes a reusable dataset.
Their training opt-outs remain neutral in our score.

Two things about how this is judged. The list of crawler tokens we recognise is a
snapshot of a moving target: operators add crawlers faster than any scanner tracks them.
A rule for a token we have not seen yet is a good rule that earns nothing here until we
catch up. And a position stated in a vocabulary rather than in rules, such as
`Content-Signal`, is a different check; this one is about the `User-agent` groups.

Use the operator sources in the report's crawler catalogue. Unconfirmed or retired names
do not count; aliases for one control count once. One mixed-use control still
counts as one engagement group.

The whole report, as markdown, is at https://goodforbots.com/r/vibecodinglist.com.md?scan=cmussbz7b000h01p0fdta0wd3. 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.
````

9 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=vibecodinglist.com#upgrade)

Deployed your fixes? [Rescan to update your score](https://goodforbots.com/r/vibecodinglist.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/vibecodinglist.com#webpage",
      "url": "https://goodforbots.com/r/vibecodinglist.com",
      "name": "vibecodinglist.com AI visibility report",
      "description": "vibecodinglist.com scores 70/100 for AI visibility. Scanned 3 Oct 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/vibecodinglist.com#breadcrumb"
      },
      "mainEntity": {
        "@id": "https://goodforbots.com/r/vibecodinglist.com#site"
      },
      "about": {
        "@id": "https://goodforbots.com/r/vibecodinglist.com#site"
      },
      "dateModified": "2026-10-03T19:29:13.131Z"
    },
    {
      "@type": "BreadcrumbList",
      "@id": "https://goodforbots.com/r/vibecodinglist.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": "Communities & Forums",
          "item": "https://goodforbots.com/directory/category/communities"
        },
        {
          "@type": "ListItem",
          "position": 4,
          "name": "VibeCodingList",
          "item": "https://goodforbots.com/r/vibecodinglist.com"
        }
      ]
    },
    {
      "@type": "WebSite",
      "@id": "https://goodforbots.com/r/vibecodinglist.com#site",
      "name": "VibeCodingList",
      "url": "https://vibecodinglist.com",
      "description": "Builder network and feedback platform for AI-assisted and vibe-coded projects",
      "image": "https://cdn.goodforbots.com/site-images/logo/497b494a-bedb-4e35-bd58-8bb3f29f81af.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"
      }
    }
  ]
}
```