# Good for Bots report: quiplos\.com

Website: https://quiplos\.com
Report: https://goodforbots.com/r/quiplos.com
Scan: cmvf7z4zn01vo01qzsdnwkngw
Scanned at: 2026-10-19T12:17:50.923Z
Status: completed
Rubric: 0\.9\.0
Score: 37/100 (Poor)

Name: Quiplos

## Access & usage policy

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

Sampled URL: https://quiplos\.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://quiplos\.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://quiplos\.com/robots\.txt; scope: Acquisition of https://quiplos\.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)

### 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://quiplos\.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://quiplos\.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://quiplos\.com/; scope: homepage response; state: not-observed.

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

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

### Search usage

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://quiplos\.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)

### AI input and use

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://quiplos\.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)

### 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://quiplos\.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)

- 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\.

Browser extension that generates social media replies in your own voice

## About this site

Quiplos is a browser extension designed for X and LinkedIn users that generates three suggested replies in the user's personal writing style\. Built for creators, founders, personal brands, and community builders, the tool reads posts and threads to provide context\-aware suggestions across multiple tones, lengths, and languages\. It learns from examples of past replies written by the user and incorporates factual details provided by them\. Quiplos features a free tier alongside paid yearly and monthly options, and it requires the user to manually insert and post replies\.

## Through a bot's eyes

Written from the response GoodForBotsBot received in scan cmvf7z4zn01vo01qzsdnwkngw (2026-10-19T12:17:50.923Z), before any JavaScript ran.

### What a bot can read

A language model reading this input learns about a browser extension that integrates into X and LinkedIn to generate replies\. The text covers features such as writing style analysis, personal fact storage, tone and length adjustments, language support, and privacy practices\. Pricing information includes a free tier offering fifteen replies a day and a Pro yearly option priced at ninety dollars, while the embedded JSON\-LD schema mentions free, Pro, and Creator offerings with specific prices\. Contact details are absent, but documentation\-like instructions explain how the extension works and who it is built for\. The markdown homepage content is detailed, and the JSON\-LD block supplies basic application categorization and offer names\.

### What stays hidden

The exact pricing figures for the Pro and Creator tiers mentioned in the JSON\-LD are absent from the main text of the homepage markdown\. Additionally, concrete installation instructions beyond a button link and technical support details are missing\.

> Quiplos is a browser extension for X and LinkedIn that generates three context\-aware reply suggestions in the user's own writing style\.

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

Category: AI Products & Agents

Tags: Productivity, Communication, Freemium

Platforms: nextjs

Hosting: vercel

## Site profile

Login: not established.
API: not established.
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": 23,
  "bytesFetched": 921852,
  "durationMs": 16829
}
```

## 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://quiplos\.com
- https://quiplos\.com/blog/30\-day\-reply\-challenge: article; sitemap; read.
- https://quiplos\.com/blog: collection; homepage link, sitemap; read.
- https://quiplos\.com/contact: contact; homepage link, sitemap; read.

## Score breakdown

Readable base: 36.67; agent layer: 0; 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": 44,
  "block1Max": 60,
  "block2Raw": 0,
  "block2Max": 40,
  "coverage": 1,
  "cappedAt": null
}
```

## Detected capabilities

robots\-txt, sitemap, crawlable\-navigation, control\-names, form\-semantics, control\-semantics, canonical\-url, section\-links

## Checks

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

ID: llms-txt; version: 2; kind: achievement; status: fail.
Contribution: 0; maximum magnitude: 11.25.

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

[Check again: llms\.txt checker](https://goodforbots.com/tools/llms-txt-checker)

[Guide: How to write a useful llms\.txt](https://goodforbots.com/guides/llms-txt)

No /llms\.txt on this site\.

```json
{
  "cause": "not-found",
  "error": null,
  "reason": "missing",
  "status": 404
}
```

### robots\.txt is present and valid

ID: robots-txt; version: 2; kind: achievement; status: pass.
Contribution: 3.3333333333333335; maximum magnitude: 3.3333333333333335.

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

[Check again: robots\.txt checker](https://goodforbots.com/tools/robots-txt-checker)

[Guide: How to write robots\.txt rules for AI crawlers](https://goodforbots.com/guides/robots-txt-ai-crawlers)

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

```json
{
  "errors": [],
  "groups": 1,
  "sitemaps": 1,
  "directives": 7
}
```

### Sitemap is present and parses

ID: sitemap; version: 4; kind: achievement; status: pass.
Contribution: 8.333333333333334; maximum magnitude: 8.333333333333334.

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

Sitemap declared in robots\.txt, listing 34 URLs\.

```json
{
  "urlCount": 34,
  "documents": [
    {
      "url": "https://quiplos.com/sitemap.xml",
      "kind": "urlset",
      "urls": 34,
      "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: fail.
Contribution: 0; maximum magnitude: 7.5.

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

[Check again: llms\.txt checker](https://goodforbots.com/tools/llms-txt-checker)

[Guide: How to write a useful llms\.txt](https://goodforbots.com/guides/llms-txt)

No usable /llms\.txt to judge\.

```json
{
  "reason": "no-file"
}
```

### Serves markdown at its own URL

ID: llms-full-txt; version: 3; kind: achievement; status: fail.
Contribution: 0; maximum magnitude: 12.5.

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

[Check again: llms\.txt checker](https://goodforbots.com/tools/llms-txt-checker)

[Guide: How to write a useful llms\.txt](https://goodforbots.com/guides/llms-txt)

No /llms\-full\.txt and no markdown versions linked from llms\.txt\.

```json
{
  "reason": "none",
  "llmsFullTxt": {
    "status": 404,
    "usable": false,
    "rejected": null,
    "truncated": false,
    "byteLength": 0
  },
  "markdownLinksInLlmsTxt": 0,
  "servesMarkdownOnRequest": false
}
```

### Serves markdown when asked for it

ID: markdown-negotiation; version: 3; kind: achievement; status: fail.
Contribution: 0; maximum magnitude: 10.

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

[Guide: How to serve Markdown to AI agents with content negotiation](https://goodforbots.com/guides/markdown-negotiation)

None of the 4 pages read pass\. Asking the homepage for markdown still returns text/html\.

```json
{
  "vary": "rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch",
  "pages": [
    {
      "url": "https://quiplos.com/",
      "reason": "not-markdown",
      "status": "fail",
      "summary": "Asking the homepage for markdown still returns text/html.",
      "homepage": true
    },
    {
      "url": "https://quiplos.com/blog/30-day-reply-challenge",
      "reason": "not-markdown",
      "status": "fail",
      "summary": "Asking the page at /blog/30-day-reply-challenge for markdown still returns text/html.",
      "homepage": false
    },
    {
      "url": "https://quiplos.com/blog",
      "reason": "not-markdown",
      "status": "fail",
      "summary": "Asking the page at /blog for markdown still returns text/html.",
      "homepage": false
    },
    {
      "url": "https://quiplos.com/contact",
      "reason": "not-markdown",
      "status": "fail",
      "summary": "Asking the page at /contact for markdown still returns text/html.",
      "homepage": false
    }
  ],
  "reason": "not-markdown",
  "charset": "utf-8",
  "variant": null,
  "bodyLength": 193815,
  "contentType": "text/html; charset=utf-8",
  "variesOnAccept": false
}
```

### 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)

[Check again: robots\.txt checker](https://goodforbots.com/tools/robots-txt-checker)

[Guide: How to write robots\.txt rules for AI crawlers](https://goodforbots.com/guides/robots-txt-ai-crawlers)

robots\.txt names no AI crawlers, so every operator has to guess\.

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

### Declares AI usage preferences

ID: content-signals; version: 3; kind: achievement; status: fail.
Contribution: 0; maximum magnitude: 2.5.

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

[Check again: robots\.txt checker](https://goodforbots.com/tools/robots-txt-checker)

[Guide: How to write robots\.txt rules for AI crawlers](https://goodforbots.com/guides/robots-txt-ai-crawlers)

No usage declaration found in robots\.txt or the final successful homepage response header\.

```json
{
  "carriers": [],
  "contentUsage": [],
  "vocabularies": [],
  "contentSignal": [],
  "contentUsageHeader": null,
  "recognisedUsageCategories": [],
  "recognisedSignalCategories": []
}
```

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

ID: schema-org; version: 4; kind: achievement; status: fail.
Contribution: 0; maximum magnitude: 8.333333333333334.

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

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

```json
{
  "nodes": 14,
  "pages": [
    {
      "url": "https://quiplos.com/",
      "reason": "ok",
      "status": "pass",
      "summary": "The homepage describes itself to machines as SoftwareApplication, Offer in valid schema.org JSON-LD.",
      "homepage": true
    },
    {
      "url": "https://quiplos.com/blog/30-day-reply-challenge",
      "reason": "ok",
      "status": "pass",
      "summary": "The page at /blog/30-day-reply-challenge describes itself to machines as Article, Organization, FAQPage in valid schema.org JSON-LD.",
      "homepage": false
    },
    {
      "url": "https://quiplos.com/blog",
      "reason": "none",
      "status": "fail",
      "summary": "The page at /blog publishes no structured data at all: no JSON-LD, no microdata, no RDFa.",
      "homepage": false
    },
    {
      "url": "https://quiplos.com/contact",
      "reason": "none",
      "status": "fail",
      "summary": "The page at /contact publishes no structured data at all: no JSON-LD, no microdata, no RDFa.",
      "homepage": false
    }
  ],
  "types": [
    "SoftwareApplication",
    "Offer",
    "Article",
    "Organization",
    "FAQPage",
    "Question",
    "Answer"
  ],
  "blocks": 3,
  "reason": "none",
  "contexts": [
    "https://schema.org"
  ],
  "rdfaTypes": [],
  "truncated": false,
  "validBlocks": 3,
  "brokenBlocks": [],
  "unknownTypes": [],
  "pagesExamined": 4,
  "skippedBlocks": 0,
  "topLevelNodes": 3,
  "microdataTypes": [],
  "missingProperties": [],
  "unnamedTopLevelTypes": [
    "FAQPage"
  ]
}
```

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

ID: semantic-html; version: 4; kind: achievement; status: warn.
Contribution: 5; maximum magnitude: 10.

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

1 of 4 pages read pass; 3 partly\. The homepage is partly structured: The outline jumps from h2 to h4, which the standard forbids\.

```json
{
  "gaps": [
    "The outline jumps from h2 to h4, which the standard forbids."
  ],
  "pages": [
    {
      "url": "https://quiplos.com/",
      "reason": "partly-structured",
      "status": "warn",
      "summary": "The homepage is partly structured: The outline jumps from h2 to h4, which the standard forbids.",
      "homepage": true
    },
    {
      "url": "https://quiplos.com/blog/30-day-reply-challenge",
      "reason": "partly-structured",
      "status": "warn",
      "summary": "The page at /blog/30-day-reply-challenge is partly structured: The outline jumps from h2 to h4, which the standard forbids.",
      "homepage": false
    },
    {
      "url": "https://quiplos.com/blog",
      "reason": "partly-structured",
      "status": "warn",
      "summary": "The page at /blog is partly structured: The outline jumps from h2 to h4, which the standard forbids.",
      "homepage": false
    },
    {
      "url": "https://quiplos.com/contact",
      "reason": "structured",
      "status": "pass",
      "summary": "The page at /contact marks its content root, its heading outline and its landmarks.",
      "homepage": false
    }
  ],
  "roots": [
    {
      "words": 2121,
      "source": "element",
      "hierarchicallyCorrect": true
    }
  ],
  "reason": "partly-structured",
  "h1Count": 1,
  "headings": [
    {
      "text": "Reply on X & LinkedIn in your own voice",
      "empty": false,
      "level": 1
    },
    {
      "text": "Not just a replyA reply that sounds like you",
      "empty": false,
      "level": 2
    },
    {
      "text": "Copy, prompt, paste back",
      "empty": false,
      "level": 3
    },
    {
      "text": "One click, in your voice",
      "empty": false,
      "level": 3
    },
    {
      "text": "Everything you needNothing you don’t",
      "empty": false,
      "level": 2
    },
    {
      "text": "Three replies, one click",
      "empty": false,
      "level": 3
    },
    {
      "text": "Learns your voice",
      "empty": false,
      "level": 3
    },
    {
      "text": "Never makes things up",
      "empty": false,
      "level": 3
    },
    {
      "text": "Tone and length in a tap",
      "empty": false,
      "level": 3
    },
    {
      "text": "6 languages",
      "empty": false,
      "level": 3
    },
    {
      "text": "Inserts right where you reply",
      "empty": false,
      "level": 3
    },
    {
      "text": "And more inside",
      "empty": false,
      "level": 3
    },
    {
      "text": "Living Voice",
      "empty": false,
      "level": 4
    },
    {
      "text": "Refine one reply",
      "empty": false,
      "level": 4
    },
    {
      "text": "Explain any post",
      "empty": false,
      "level": 4
    },
    {
      "text": "Quote posts",
      "empty": false,
      "level": 4
    },
    {
      "text": "Write a postPro",
      "empty": false,
      "level": 4
    },
    {
      "text": "Reply Later & Drafts",
      "empty": false,
      "level": 4
    },
    {
      "text": "Results & Replies to you",
      "empty": false,
      "level": 4
    },
    {
      "text": "Quip, your helper",
      "empty": false,
      "level": 4
    },
    {
      "text": "See a postReply in seconds",
      "empty": false,
      "level": 2
    },
    {
      "text": "The real thingNot a mockup",
      "empty": false,
      "level": 2
    },
    {
      "text": "Sounds like youStays true to you",
      "empty": false,
      "level": 2
    },
    {
      "text": "Built from replies you actually wrote",
      "empty": false,
      "level": 3
    },
    {
      "text": "Never makes things up about you",
      "empty": false,
      "level": 3
    },
    {
      "text": "Built for people wholive in the replies",
      "empty": false,
      "level": 2
    },
    {
      "text": "Creators",
      "empty": false,
      "level": 3
    },
    {
      "text": "Founders",
      "empty": false,
      "level": 3
    },
    {
      "text": "Personal brands",
      "empty": false,
      "level": 3
    },
    {
      "text": "Community builders",
      "empty": false,
      "level": 3
    },
    {
      "text": "Your voicestays yours",
      "empty": false,
      "level": 2
    },
    {
      "text": "Simple honest pricingStart free and upgrade anytime",
      "empty": false,
      "level": 2
    },
    {
      "text": "Free",
      "empty": false,
      "level": 3
    },
    {
      "text": "Pro",
      "empty": false,
      "level": 3
    },
    {
      "text": "Creator",
      "empty": false,
      "level": 3
    },
    {
      "text": "Compare plans",
      "empty": false,
      "level": 3
    },
    {
      "text": "Got questionsWe have answers",
      "empty": false,
      "level": 2
    },
    {
      "text": "Your next replycould sound like you",
      "empty": false,
      "level": 2
    },
    {
      "text": "Product",
      "empty": false,
      "level": 4
    },
    {
      "text": "Compare",
      "empty": false,
      "level": 4
    },
    {
      "text": "Resources",
      "empty": false,
      "level": 4
    },
    {
      "text": "Support",
      "empty": false,
      "level": 4
    },
    {
      "text": "Legal",
      "empty": false,
      "level": 4
    }
  ],
  "bodyWords": 2207,
  "landmarks": [
    {
      "role": "banner",
      "named": false,
      "source": "native",
      "element": "header"
    },
    {
      "role": "navigation",
      "named": true,
      "source": "native",
      "element": "nav"
    },
    {
      "role": "contentinfo",
      "named": false,
      "source": "native",
      "element": "footer"
    },
    {
      "role": "region",
      "named": true,
      "source": "native",
      "element": "section"
    }
  ],
  "textRatio": 0.0623,
  "truncated": false,
  "articleCount": 0,
  "contentWords": 2121,
  "headingCount": 43,
  "headingSkips": [
    {
      "to": 4,
      "from": 2
    }
  ],
  "requirements": {
    "landmarks": true,
    "contentRoot": true,
    "headingOutline": false
  },
  "landmarkRoles": [
    "banner",
    "contentinfo",
    "navigation",
    "region"
  ],
  "hiddenMainCount": 0,
  "textComposition": {
    "words": {
      "main": 1968,
      "other": 0,
      "footer": 78,
      "header": 4,
      "navigation": 3
    },
    "shares": {
      "main": 0.9585971748660497,
      "other": 0,
      "footer": 0.03799318071115441,
      "header": 0.001948368241597662,
      "navigation": 0.0014612761811982464
    },
    "version": 1,
    "truncated": false,
    "totalWords": 2053,
    "analysisLimited": false,
    "mainRegionCount": 1,
    "wordsBeforeMain": 7
  },
  "emptyHeadingCount": 0,
  "misnestedMainCount": 0
}
```

### Navigation links expose usable destinations

ID: crawlable-navigation; version: 2; kind: achievement; status: pass.
Contribution: 8.333333333333334; maximum magnitude: 8.333333333333334.

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

6 of 6 assessed homepage navigation links expose usable destinations\.

```json
{
  "good": 6,
  "page": "homepage",
  "total": 6,
  "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: 4.166666666666667; maximum magnitude: 4.166666666666667.

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

72 of 72 assessed homepage links and buttons have a nonempty accessible name\.

```json
{
  "good": 72,
  "page": "homepage",
  "total": 72,
  "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: 2.5; maximum magnitude: 2.5.

[Current methodology](https://goodforbots.com/standards?rubric=0.9.0&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": 0,
  "submitControls": 0,
  "inputTypeFallbacks": 0,
  "formsWithoutSubmitControl": 0
}
```

### Controls expose roles, states and relationships

ID: control-semantics; version: 1; kind: achievement; status: pass.
Contribution: 2.5; maximum magnitude: 2.5.

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

98 of 98 assessed homepage controls and role declarations meet the static role, state and relationship checks\.

```json
{
  "good": 98,
  "page": "homepage",
  "total": 98,
  "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)

[Guide: How to serve Markdown to AI agents with content negotiation](https://goodforbots.com/guides/markdown-negotiation)

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://quiplos.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://quiplos.com/blog/30-day-reply-challenge",
      "reason": "ambient-only",
      "status": "fail",
      "summary": "The page at /blog/30-day-reply-challenge's links are all ordinary page furniture; none point an agent anywhere.",
      "homepage": false
    },
    {
      "url": "https://quiplos.com/blog",
      "reason": "ambient-only",
      "status": "fail",
      "summary": "The page at /blog's links are all ordinary page furniture; none point an agent anywhere.",
      "homepage": false
    },
    {
      "url": "https://quiplos.com/contact",
      "reason": "ambient-only",
      "status": "fail",
      "summary": "The page at /contact's links are all ordinary page furniture; none point an agent anywhere.",
      "homepage": false
    }
  ],
  "reason": "ambient-only",
  "sources": [],
  "totalLinks": 23,
  "ambientOnly": [
    "preconnect",
    "preload",
    "stylesheet",
    "canonical",
    "icon",
    "apple-touch-icon"
  ],
  "markdownAlternates": [],
  "meaningfulRelations": []
}
```

### Each page declares one usable canonical URL

ID: canonical-url; version: 1; kind: achievement; status: pass.
Contribution: 1.6666666666666667; maximum magnitude: 1.6666666666666667.

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

All 4 pages read pass\. The homepage declares itself as its canonical URL\.

```json
{
  "pages": [
    {
      "url": "https://quiplos.com/",
      "reason": "declared",
      "status": "pass",
      "summary": "The homepage declares itself as its canonical URL.",
      "homepage": true
    },
    {
      "url": "https://quiplos.com/blog/30-day-reply-challenge",
      "reason": "declared",
      "status": "pass",
      "summary": "The page at /blog/30-day-reply-challenge declares itself as its canonical URL.",
      "homepage": false
    },
    {
      "url": "https://quiplos.com/blog",
      "reason": "declared",
      "status": "pass",
      "summary": "The page at /blog declares itself as its canonical URL.",
      "homepage": false
    },
    {
      "url": "https://quiplos.com/contact",
      "reason": "declared",
      "status": "pass",
      "summary": "The page at /contact declares itself as its canonical URL.",
      "homepage": false
    }
  ],
  "reason": "declared",
  "target": "https://quiplos.com/",
  "readings": [
    {
      "url": "https://quiplos.com/",
      "target": "https://quiplos.com/",
      "relative": false,
      "crossHost": false,
      "truncated": false,
      "duplicates": 0,
      "declarations": [
        {
          "url": "https://quiplos.com/",
          "href": "https://quiplos.com",
          "source": "head"
        }
      ],
      "selfReference": true,
      "invalidDeclarations": 0
    },
    {
      "url": "https://quiplos.com/blog/30-day-reply-challenge",
      "target": "https://quiplos.com/blog/30-day-reply-challenge",
      "relative": false,
      "crossHost": false,
      "truncated": false,
      "duplicates": 0,
      "declarations": [
        {
          "url": "https://quiplos.com/blog/30-day-reply-challenge",
          "href": "https://quiplos.com/blog/30-day-reply-challenge",
          "source": "head"
        }
      ],
      "selfReference": true,
      "invalidDeclarations": 0
    },
    {
      "url": "https://quiplos.com/blog",
      "target": "https://quiplos.com/blog",
      "relative": false,
      "crossHost": false,
      "truncated": false,
      "duplicates": 0,
      "declarations": [
        {
          "url": "https://quiplos.com/blog",
          "href": "https://quiplos.com/blog",
          "source": "head"
        }
      ],
      "selfReference": true,
      "invalidDeclarations": 0
    },
    {
      "url": "https://quiplos.com/contact",
      "target": "https://quiplos.com/contact",
      "relative": false,
      "crossHost": false,
      "truncated": false,
      "duplicates": 0,
      "declarations": [
        {
          "url": "https://quiplos.com/contact",
          "href": "https://quiplos.com/contact",
          "source": "head"
        }
      ],
      "selfReference": true,
      "invalidDeclarations": 0
    }
  ],
  "relative": false,
  "crossHost": false,
  "truncated": false,
  "duplicates": 0,
  "declarations": [
    {
      "url": "https://quiplos.com/",
      "href": "https://quiplos.com",
      "source": "head"
    }
  ],
  "selfReference": true,
  "invalidDeclarations": 0
}
```

### Section links reach an element on the page

ID: section-links; version: 1; kind: achievement; status: pass.
Contribution: 0.8333333333333334; maximum magnitude: 0.8333333333333334.

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

The homepage has 12 section links, and every one reaches an element on the page\.

```json
{
  "pages": [
    {
      "url": "https://quiplos.com/",
      "reason": "working",
      "status": "pass",
      "summary": "The homepage has 12 section links, and every one reaches an element on the page.",
      "homepage": true
    }
  ],
  "reason": "working",
  "readings": [
    {
      "top": 0,
      "url": "https://quiplos.com/",
      "working": 12,
      "assessed": 12,
      "examples": [],
      "truncated": false,
      "baseElsewhere": 0,
      "missingTarget": 0,
      "textDirectives": 0,
      "scriptAddresses": 0
    }
  ]
}
```

### 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://quiplos.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=0.9.0&check=javascript-required&version=4#javascript-required)

[Guide: How to serve content AI crawlers can read without JavaScript](https://goodforbots.com/guides/server-rendered-html)

The captured homepage HTML contains 2121 content words; completeness is not assessed\.

```json
{
  "reason": "text-observed",
  "bodyWords": 2207,
  "truncated": false,
  "scriptCount": 12,
  "contentWords": 2121,
  "markupLength": 193815,
  "passWordThreshold": 120,
  "hasNoscriptFallback": false,
  "nontextElementCount": 257
}
```

### 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)

[Check again: robots\.txt checker](https://goodforbots.com/tools/robots-txt-checker)

[Guide: How to write robots\.txt rules for AI crawlers](https://goodforbots.com/guides/robots-txt-ai-crawlers)

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://quiplos.com/",
  "requestedUrl": "https://quiplos.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": "Quiplos — Reply on X & LinkedIn in your own voice",
  "titleCount": 1,
  "description": "Quiplos writes three replies that sound like you, right inside X and LinkedIn. Pick one, tweak it, post it. It never posts for you.",
  "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://quiplos.com/",
  "redirects": 0,
  "threshold": 2,
  "requestedUrl": "https://quiplos.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 96 ms\.

```json
{
  "durationMs": 96,
  "thresholdMs": 3000,
  "directAttempts": 1
}
```

### Publishes an API catalog

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

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

No API catalog published\.

```json
{
  "wellKnown": {
    "status": 404,
    "problem": "absent",
    "profile": null,
    "contentType": null
  },
  "advertisedVia": []
}
```

### 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=0.9.0&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=0.9.0&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://quiplos.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=0.9.0&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://quiplos.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://quiplos.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://quiplos.com/",
      "secure": true,
      "usable": 0,
      "truncated": false,
      "references": 0,
      "parseErrors": 0,
      "declarations": 0
    },
    {
      "key": "page:https://quiplos.com/blog/30-day-reply-challenge",
      "url": "https://quiplos.com/blog/30-day-reply-challenge",
      "secure": true,
      "usable": 0,
      "truncated": false,
      "references": 0,
      "parseErrors": 0,
      "declarations": 0
    },
    {
      "key": "page:https://quiplos.com/blog",
      "url": "https://quiplos.com/blog",
      "secure": true,
      "usable": 0,
      "truncated": false,
      "references": 0,
      "parseErrors": 0,
      "declarations": 0
    },
    {
      "key": "page:https://quiplos.com/contact",
      "url": "https://quiplos.com/contact",
      "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://quiplos.com/.well-known/http-message-signatures-directory",
    "redirects": 0,
    "contentType": null
  },
  "extraMembers": [],
  "signatureAgent": "https://quiplos.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://quiplos.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"
}
```

### Publishes AMP discovery metadata

ID: amp-discovery; version: 1; kind: capability; status: na.
Contribution: 0; maximum magnitude: 0.

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

[Check again: Agent Mesh Protocol checker](https://goodforbots.com/tools/agent-mesh-protocol-checker)

[Guide: How to publish Agent Mesh Protocol discovery](https://goodforbots.com/guides/agent-mesh-protocol)

No public AMP discovery declaration established\. Private or hidden agents may not advertise one to our crawler\.

```json
{
  "reason": "absent",
  "selected": {
    "via": "native",
    "issues": [],
    "marked": false,
    "source": "https://quiplos.com/.well-known/agent.json",
    "status": 404,
    "usable": false,
    "problem": "absent",
    "version": null,
    "endpoint": null,
    "finalUrl": "https://quiplos.com/.well-known/agent.json",
    "contentType": "text/html; charset=utf-8",
    "identifiers": [],
    "requestedUrl": "https://quiplos.com/.well-known/agent.json",
    "lifecycleStatus": null
  },
  "declarations": [
    {
      "via": "native",
      "issues": [],
      "marked": false,
      "source": "https://quiplos.com/.well-known/agent.json",
      "status": 404,
      "usable": false,
      "problem": "absent",
      "version": null,
      "endpoint": null,
      "finalUrl": "https://quiplos.com/.well-known/agent.json",
      "contentType": "text/html; charset=utf-8",
      "identifiers": [],
      "requestedUrl": "https://quiplos.com/.well-known/agent.json",
      "lifecycleStatus": null
    }
  ],
  "runtimeVerification": "not-performed"
}
```

## Observations

### robots

```json
{
  "status": 200,
  "contentType": "text/plain; charset=utf-8",
  "bodyHash": "99e6a068ffece09f3a15f22e4cbe1a540cc91837a9cada57bee283079b0da87f",
  "error": null,
  "durationMs": 244,
  "key": "robots",
  "url": "https://quiplos.com/robots.txt",
  "finalUrl": "https://quiplos.com/robots.txt",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 138,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/plain; charset=utf-8",
      "bodyHash": "99e6a068ffece09f3a15f22e4cbe1a540cc91837a9cada57bee283079b0da87f",
      "error": null,
      "durationMs": 244,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### homepage

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "099d90533b5ba33b58f6c2f8d6a2bc3f2ae82a74c055654bc3e3cd1f3711ff3e",
  "error": null,
  "durationMs": 96,
  "key": "homepage",
  "url": "https://quiplos.com",
  "finalUrl": "https://quiplos.com/",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 194085,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "4b3910776959b06ad822261c5c169c23b344a298b655314d45ef0d032bed7305",
      "error": null,
      "durationMs": 96,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### llms\-txt

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
  "error": null,
  "durationMs": 25,
  "key": "llms-txt",
  "url": "https://quiplos.com/llms.txt",
  "finalUrl": "https://quiplos.com/llms.txt",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 13449,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
      "error": null,
      "durationMs": 25,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### llms\-full\-txt

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
  "error": null,
  "durationMs": 78,
  "key": "llms-full-txt",
  "url": "https://quiplos.com/llms-full.txt",
  "finalUrl": "https://quiplos.com/llms-full.txt",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 13449,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
      "error": null,
      "durationMs": 78,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### markdown\-negotiation

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "099d90533b5ba33b58f6c2f8d6a2bc3f2ae82a74c055654bc3e3cd1f3711ff3e",
  "error": null,
  "durationMs": 70,
  "key": "markdown-negotiation",
  "url": "https://quiplos.com",
  "finalUrl": "https://quiplos.com/",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 194085,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "4b3910776959b06ad822261c5c169c23b344a298b655314d45ef0d032bed7305",
      "error": null,
      "durationMs": 70,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 200,
  "contentType": "application/xml",
  "bodyHash": "02848f4861108c6949278d6e45e82e66bd6a15cc60e498de0252bb521360c12e",
  "error": null,
  "durationMs": 64,
  "key": "sitemap:https://quiplos.com/sitemap.xml",
  "url": "https://quiplos.com/sitemap.xml",
  "finalUrl": "https://quiplos.com/sitemap.xml",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 5853,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "application/xml",
      "bodyHash": "02848f4861108c6949278d6e45e82e66bd6a15cc60e498de0252bb521360c12e",
      "error": null,
      "durationMs": 64,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
  "error": null,
  "durationMs": 50,
  "key": "well-known-api-catalog",
  "url": "https://quiplos.com/.well-known/api-catalog",
  "finalUrl": "https://quiplos.com/.well-known/api-catalog",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 13449,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
      "error": null,
      "durationMs": 50,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
  "error": null,
  "durationMs": 23,
  "key": "well-known-ai-catalog",
  "url": "https://quiplos.com/.well-known/ai-catalog.json",
  "finalUrl": "https://quiplos.com/.well-known/ai-catalog.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 13449,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
      "error": null,
      "durationMs": 23,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
  "error": null,
  "durationMs": 38,
  "key": "well-known-agent-card",
  "url": "https://quiplos.com/.well-known/agent-card.json",
  "finalUrl": "https://quiplos.com/.well-known/agent-card.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 13449,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
      "error": null,
      "durationMs": 38,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
  "error": null,
  "durationMs": 98,
  "key": "well-known-agent-skills",
  "url": "https://quiplos.com/.well-known/agent-skills/index.json",
  "finalUrl": "https://quiplos.com/.well-known/agent-skills/index.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 13449,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
      "error": null,
      "durationMs": 98,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-skills

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
  "error": null,
  "durationMs": 61,
  "key": "well-known-skills",
  "url": "https://quiplos.com/.well-known/skills/index.json",
  "finalUrl": "https://quiplos.com/.well-known/skills/index.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 13449,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
      "error": null,
      "durationMs": 61,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
  "error": null,
  "durationMs": 67,
  "key": "well-known-http-message-signatures-directory",
  "url": "https://quiplos.com/.well-known/http-message-signatures-directory",
  "finalUrl": "https://quiplos.com/.well-known/http-message-signatures-directory",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 13449,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
      "error": null,
      "durationMs": 67,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-x402

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
  "error": null,
  "durationMs": 48,
  "key": "well-known-x402",
  "url": "https://quiplos.com/.well-known/x402",
  "finalUrl": "https://quiplos.com/.well-known/x402",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 13449,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
      "error": null,
      "durationMs": 48,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-acp

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
  "error": null,
  "durationMs": 70,
  "key": "well-known-acp",
  "url": "https://quiplos.com/.well-known/acp.json",
  "finalUrl": "https://quiplos.com/.well-known/acp.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 13449,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
      "error": null,
      "durationMs": 70,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-ucp

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
  "error": null,
  "durationMs": 45,
  "key": "well-known-ucp",
  "url": "https://quiplos.com/.well-known/ucp",
  "finalUrl": "https://quiplos.com/.well-known/ucp",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 13449,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
      "error": null,
      "durationMs": 45,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### auth\-md

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
  "error": null,
  "durationMs": 31,
  "key": "auth-md",
  "url": "https://quiplos.com/auth.md",
  "finalUrl": "https://quiplos.com/auth.md",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 13449,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
      "error": null,
      "durationMs": 31,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-amp\-agent

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
  "error": null,
  "durationMs": 41,
  "key": "well-known-amp-agent",
  "url": "https://quiplos.com/.well-known/agent.json",
  "finalUrl": "https://quiplos.com/.well-known/agent.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 13449,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "1e9bdaf60032043f94cb315bfcaaac66e9fb2256b8c6487611b507ec1f378244",
      "error": null,
      "durationMs": 41,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page:https://quiplos\.com/blog/30\-day\-reply\-challenge

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "e4c10d4927fc21b8bc952789833b943f48b8bf37fbf3628f4ae9254eefeb276b",
  "error": null,
  "durationMs": 209,
  "key": "page:https://quiplos.com/blog/30-day-reply-challenge",
  "url": "https://quiplos.com/blog/30-day-reply-challenge",
  "finalUrl": "https://quiplos.com/blog/30-day-reply-challenge",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 74260,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "0af75220410c5c8adc9ff0d36ac02b5ed9bec8d599cfe13d715d03484412ec7c",
      "error": null,
      "durationMs": 209,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "4b6c09042238f782dc69ab0e90f6c7a26b9bb0c82232f09a438bf330bc9a410d",
  "error": null,
  "durationMs": 233,
  "key": "page:https://quiplos.com/blog",
  "url": "https://quiplos.com/blog",
  "finalUrl": "https://quiplos.com/blog",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 73934,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "39e1c8dd24b9e5657b2a7803351f8f4980264d06789c4be95d165cf67b9480f7",
      "error": null,
      "durationMs": 233,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page:https://quiplos\.com/contact

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "7d23e1fb5d92e7c4c96ee09c2babf0cbde4e27ced91d9d422b1c46d8e1e038ae",
  "error": null,
  "durationMs": 186,
  "key": "page:https://quiplos.com/contact",
  "url": "https://quiplos.com/contact",
  "finalUrl": "https://quiplos.com/contact",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 28233,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "b1c9652a244e71b6024152511904ddb99c82a83fb3803302a13ccd6cb6461407",
      "error": null,
      "durationMs": 186,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page\-markdown:https://quiplos\.com/blog/30\-day\-reply\-challenge

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "e4c10d4927fc21b8bc952789833b943f48b8bf37fbf3628f4ae9254eefeb276b",
  "error": null,
  "durationMs": 31,
  "key": "page-markdown:https://quiplos.com/blog/30-day-reply-challenge",
  "url": "https://quiplos.com/blog/30-day-reply-challenge",
  "finalUrl": "https://quiplos.com/blog/30-day-reply-challenge",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 74260,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "0af75220410c5c8adc9ff0d36ac02b5ed9bec8d599cfe13d715d03484412ec7c",
      "error": null,
      "durationMs": 31,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "4b6c09042238f782dc69ab0e90f6c7a26b9bb0c82232f09a438bf330bc9a410d",
  "error": null,
  "durationMs": 39,
  "key": "page-markdown:https://quiplos.com/blog",
  "url": "https://quiplos.com/blog",
  "finalUrl": "https://quiplos.com/blog",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 73934,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "39e1c8dd24b9e5657b2a7803351f8f4980264d06789c4be95d165cf67b9480f7",
      "error": null,
      "durationMs": 39,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page\-markdown:https://quiplos\.com/contact

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "7d23e1fb5d92e7c4c96ee09c2babf0cbde4e27ced91d9d422b1c46d8e1e038ae",
  "error": null,
  "durationMs": 271,
  "key": "page-markdown:https://quiplos.com/contact",
  "url": "https://quiplos.com/contact",
  "finalUrl": "https://quiplos.com/contact",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 28233,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "b1c9652a244e71b6024152511904ddb99c82a83fb3803302a13ccd6cb6461407",
      "error": null,
      "durationMs": 271,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

## Fixes

Showing 3 of 20 fixes.

### Serve Markdown at its own URL

Recoverable contribution: 12.5 points.

Score with this fix and the ones above it: 49/100.

No /llms\-full\.txt and no markdown versions linked from llms\.txt\.

````text
My website quiplos.com scored 37/100 on Good for Bots (Poor). Good for Bots measures one thing: whether a language model can read a site and cite it.

I need you to: serve the content as markdown at its own URLs.

The check it fails is "Serves markdown at its own URL", worth 12.5 points. What the scanner saw: No /llms-full.txt and no markdown versions linked from llms.txt.

A model that can only reach this site's content through HTML pays to parse markup and
loses structure doing it: navigation, cookie banners and script tags arrive alongside
the prose, and headings, tables and code blocks come out flattened. Markdown at its own
address removes HTML from the path entirely: what is fetched is the content and nothing
else.

Two routes satisfy this, and it is worth being clear about which one the specification
asks for. llmstxt.org asks for a markdown version of each page **at the same URL as the
original**, either with `.md` appended (`page.html.md`) or with the extension replaced
(`page.md`). `llms-full.txt`, the single bundle holding everything, does not appear in
the specification at all. It is a community convention that grew up around it and is
now widespread. Both are accepted here. The per-page form is the one the document
asks for.

Either of these passes:

- **The bundle.** `/llms-full.txt`, one document, real markdown rather than HTML,
  carrying the site's actual content rather than a placeholder.
- **Per-page mirrors.** A markdown twin for each page at `page.md` or `page.html.md`,
  **and linked from `/llms.txt`**. That second half is load-bearing: mirrors are counted
  from the links in the index, so twins that nothing points at are invisible to this scan
  and, more to the point, to anything crawling the site.

For the mirror route, the index carries them as ordinary link lines:

```markdown
## Docs

- [Quickstart](/docs/quickstart.md): create an account and take a first payment
- [Concepts](/docs/concepts.md): customers, subscriptions, invoices and proration
- [Webhooks](/docs/webhooks.md): events, signature verification, retry schedule
```

Both `/docs/quickstart` and `/docs/quickstart.md` have to answer 200: the HTML for
people, the markdown for everything else.

Serving markdown through content negotiation does **not** satisfy this, and that is
deliberate rather than an oversight. A negotiated response only exists for a client that
knows to send `Accept: text/markdown`, and most crawlers send no preference at all. A
`.md` address sits in the open: it is found by ordinary crawling, it can be linked to,
and it can be cited. If this site already negotiates markdown, the report says so in
these words: *"Markdown is served on request, but not at any URL a crawler would find on
its own"*. That is a different check passing on its own terms, not a contradiction.

Four things about how this is measured. The bundle is judged by size, by being markdown
rather than a page or JSON, and by not merely repeating `llms.txt`; its content is never
sampled beyond that, so a couple of kilobytes of boilerplate would pass. Do not take that
as permission, since the point of the file is the content in it. `.mdx` counts as markdown
although the specification names only `.md`, because excluding it would punish a large
part of the documentation ecosystem for its toolchain. The number of mirrors we want
before calling it a convention on this site is our judgement, not the specification's.
And the mirror URLs listed in the index are counted, never fetched, so a list of `.md`
addresses that 404 passes this check and helps nobody at all.

The whole report, as markdown, is at https://goodforbots.com/r/quiplos.com.md?scan=cmvf7z4zn01vo01qzsdnwkngw. 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 a well\-formed llms\.txt

Recoverable contribution: 11.25 points.

Score with this fix and the ones above it: 60/100.

No /llms\.txt on this site\.

````text
My website quiplos.com scored 37/100 on Good for Bots (Poor). Good for Bots measures one thing: whether a language model can read a site and cite it.

I need you to: publish an llms.txt at the site root.

The check it fails is "llms.txt is present and well formed", worth 11.25 points. What the scanner saw: No /llms.txt on this site.

A model that arrives at a site with no `llms.txt` has to work out what is here from
whatever the navigation happens to expose. A sitemap does not help it. That file was
written for a search engine and lists addresses without saying what any of them are
for. `llms.txt` is the one file written for the other kind of reader: a short, curated
index that says what this project is and which pages are worth fetching.

The format is defined at llmstxt.org, currently at version 2. It is a convention with a
written specification and real adoption, not a standards-body document: there is no RFC
behind it and no working group. Worth knowing before treating any corner of it as
settled.

The file must:

- be served at `/llms.txt`, at the site root, answering 200 as text rather than HTML;
- open with an H1 naming the project (a `#`, a space, then the name). The specification
  makes this the one required element, so a file without it is not llms.txt at all;
- carry a blockquote directly under that title saying what the project is, in the terms
  someone who has never seen it would need;
- list the pages worth fetching as bullet links, `- [Name](url)`, each followed by `:`
  and a note saying what is behind it;
- group those links under `##` headings that mean something (`Docs`, `API`, `Optional`)
  rather than one undifferentiated pile.

By convention the section named `Optional` holds secondary information: links an agent
can skip when it needs a shorter context. It is the only place in the format where a
site can say "this matters less", so use it rather than leaving everything equally
weighted.

A minimal, valid example:

```markdown
# Acme

> Acme is a hosted billing API for subscription businesses. These pages cover the
> concepts, the REST endpoints, and the migration path from the v1 API.

Start with the quickstart. The API reference is generated from the OpenAPI document
linked below, so it is always current.

## Docs

- [Quickstart](/docs/quickstart.md): create an account and take a first payment
- [Concepts](/docs/concepts.md): customers, subscriptions and invoices, and how they relate
- [Migrating from v1](/docs/migrate-v1.md): what changed, and the cut-off date

## API

- [REST reference](/api/reference.md): every endpoint, with request and response shapes
- [OpenAPI document](/api/openapi.json): the machine-readable schema

## Optional

- [Changelog](/changelog.md): release notes, most recent first
```

Two things get this wrong more often than anything else.

**A catch-all route answering for the file.** A framework that serves its application
shell for every unknown path returns 200 and a page of HTML at `/llms.txt`, which is
worse than a plain 404 because nothing signals that the file is absent. Verify from
outside the application: `curl -s https://quiplos.com/llms.txt | head -5` must print markdown,
not `<!doctype html>`. On most stacks the answer is to put the file in the directory
that is served verbatim (`public/`, `static/`, `www/`) rather than in the router.

**Generating it from the sitemap.** A dump of every URL the site has is a sitemap with
different punctuation. This file is a curated index: a few dozen entries a person chose,
each carrying a note. A generated wall of bare links satisfies the format and helps
nobody, and it fails the companion check that asks whether the index describes anything.

Two limits of this scan are worth knowing, because neither is a reading of the
specification. The specification allows the file at any subpath (`/docs/llms.txt`
covers the URLs beneath `/docs/`), but this scan requests the site root and nothing
else, so a file that exists only under a subpath is reported as absent. And the URLs
inside the file are never fetched, so an index pointing at pages that have moved still
reads as well formed here.

The whole report, as markdown, is at https://goodforbots.com/r/quiplos.com.md?scan=cmvf7z4zn01vo01qzsdnwkngw. 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.
````

### Serve Markdown when asked for it

Recoverable contribution: 10 points.

Score with this fix and the ones above it: 70/100.

None of the 4 pages read pass\. Asking the homepage for markdown still returns text/html\.

```text
My website quiplos.com scored 37/100 on Good for Bots (Poor). Good for Bots measures one thing: whether a language model can read a site and cite it.

I need you to: serve markdown through content negotiation on all public HTML routes.

The check it fails is "Serves markdown when asked for it", worth 10 points. What the scanner saw: None of the 4 pages read pass. Asking the homepage for markdown still returns text/html.

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://quiplos.com/: Asking the homepage for markdown still returns text/html.
- https://quiplos.com/blog/30-day-reply-challenge: Asking the page at /blog/30-day-reply-challenge for markdown still returns text/html.
- https://quiplos.com/blog: Asking the page at /blog for markdown still returns text/html.
- https://quiplos.com/contact: Asking the page at /contact for markdown still returns text/html.

Implement content negotiation across all public HTML routes, including page types
outside the scan's sample. Put it in the shared response handling or the handlers
for each page type, so new pages receive it too. Agents need the content of any
page they follow, including pages the report did not name.

When a request arrives with `text/markdown` in its `Accept` header, the same URL that
serves HTML to a browser should return a markdown rendering of that page's content.
Requests without that header must keep getting the HTML exactly as they do now.

The response must:

- set `Content-Type: text/markdown; charset=utf-8`;
- include `Accept` in the `Vary` header, so shared caches never serve the markdown to a
  browser or the HTML to an agent (RFC 9110 says a server SHOULD send `Vary` whenever
  the representation depends on a request header);
- contain real markdown, not HTML with a different header on it;
- drop `ETag` and `Last-Modified` for the converted response, since a conditional request
  cannot be honoured against a body generated on the fly.

Work out how to do this in whatever stack this project uses. If the site is behind
Cloudflare on a paid plan, the "Markdown for Agents" zone setting does all of the above
and is the least invasive option. Otherwise implement it in the framework: middleware
inspecting the `Accept` header, a route handler that returns the markdown source, or
whatever fits the architecture here.

Strip navigation, headers, footers and cookie banners from the markdown. The point is the
content, without the page furniture around it.

Verify HTML and Markdown responses for each public page type, including URLs
outside the reported sample. Check that each Markdown response contains that
page's content and that ordinary browser requests still receive HTML.

The whole report, as markdown, is at https://goodforbots.com/r/quiplos.com.md?scan=cmvf7z4zn01vo01qzsdnwkngw. 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.
```

17 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=quiplos.com#upgrade)

Deployed your fixes? [Rescan to update your score](https://goodforbots.com/r/quiplos.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/quiplos.com#webpage",
      "url": "https://goodforbots.com/r/quiplos.com",
      "name": "quiplos.com AI visibility report",
      "description": "quiplos.com scores 37/100 for AI visibility. Scanned 19 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/quiplos.com#breadcrumb"
      },
      "mainEntity": {
        "@id": "https://goodforbots.com/r/quiplos.com#site"
      },
      "about": {
        "@id": "https://goodforbots.com/r/quiplos.com#site"
      },
      "dateModified": "2026-10-19T12:17:50.923Z"
    },
    {
      "@type": "BreadcrumbList",
      "@id": "https://goodforbots.com/r/quiplos.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": "AI Products & Agents",
          "item": "https://goodforbots.com/directory/category/ai-products"
        },
        {
          "@type": "ListItem",
          "position": 4,
          "name": "Quiplos",
          "item": "https://goodforbots.com/r/quiplos.com"
        }
      ]
    },
    {
      "@type": "WebSite",
      "@id": "https://goodforbots.com/r/quiplos.com#site",
      "name": "Quiplos",
      "url": "https://quiplos.com",
      "description": "Browser extension that generates social media replies in your own voice",
      "image": "https://cdn.goodforbots.com/site-images/logo/0436d9a6-f530-4aeb-91c7-4ad5bd404e29.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"
      }
    }
  ]
}
```