# Good for Bots report: huntbug\.com

Website: https://huntbug\.com
Report: https://goodforbots.com/r/huntbug.com
Scan: cmusib7bb016x01o0z3xopc38
Scanned at: 2026-10-03T14:48:36.665Z
Status: completed
Rubric: 0\.9\.0
Score: 64/100 (Fair)

Name: HuntBug

## Access & usage policy

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

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

Crowdsourced bug bounty platform connecting security researchers with companies

## About this site

HuntBug is a crowdsourced bug bounty platform designed to connect security researchers with companies that run vulnerability disclosure and bounty programs\. It serves two distinct audiences: researchers who want to hunt for bugs, track personal reputation, and earn payouts via wire, Wise, or USDC; and companies that need to run public or private bounty programs, manage live asset scopes, handle duplicate checks, and process tax forms and escrow payouts\. The platform provides a live submission feed, triage workflows, directory listings of active programs, leaderboards, and daily security quests\.

## Through a bot's eyes

Written from the response GoodForBotsBot received in scan cmusib7bb016x01o0z3xopc38 (2026-10-03T14:48:36.665Z), before any JavaScript ran.

### What a bot can read

A language model reading this input learns about HuntBug's value propositions for both security researchers and corporate security teams\. The homepage and markdown twin provide platform statistics, live bug submission feeds, feature lists for both user types, a sample program directory with asset counts and triage SLAs, and community leaderboards\. The provided llms\.txt file adds concrete details about the platform's reputation scoring system \(such as points awarded for different severity levels\), links to legal and policy pages, and contact email addresses for sales, support, and security\. The JSON\-LD schema confirms organizational details\. While the text outlines features, workflows, and payout methods, specific pricing numbers for corporate plans are omitted from the main page text\.

### What stays hidden

The exact pricing tiers and fees for companies wanting to list a program are not visible on the homepage, although the llms\.txt file references a pricing page URL\. Specific terms of service, detailed compliance documentation, and full program rules for individual listings require visiting subpages\.

> HuntBug is a crowdsourced bug bounty platform that connects security researchers with companies running vulnerability and security testing programs\.

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

Category: Developer Tools & APIs

Tags: Security & Privacy, B2B, Developers

Platforms: lovable

Hosting: cloudflare

## Site profile

Login: detected (login\-navigation).
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": 22,
  "bytesFetched": 153269,
  "durationMs": 25736
}
```

## 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://huntbug\.com
- https://huntbug\.com/pricing: pricing; homepage link, sitemap; read.
- https://huntbug\.com/blog: collection; homepage link, sitemap; read.
- https://huntbug\.com/about: about; homepage link, sitemap; read.

## Score breakdown

Readable base: 39.29; agent layer: 25; 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": 56,
  "block2Raw": 20,
  "block2Max": 40,
  "coverage": 1,
  "cappedAt": null
}
```

## Detected capabilities

llms\-txt, robots\-txt, sitemap, markdown\-negotiation, schema\-org, crawlable\-navigation, control\-names, control\-semantics, canonical\-url

## 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: 16 links across 3 sections\.

```json
{
  "links": 16,
  "title": "HuntBug",
  "errors": [],
  "sections": 5,
  "charLength": 1920,
  "hasSummary": false,
  "sectionsWithLinks": 3
}
```

### robots\.txt is present and valid

ID: robots-txt; version: 2; kind: achievement; status: pass.
Contribution: 3.5714285714285716; maximum magnitude: 3.5714285714285716.

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

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

```json
{
  "errors": [],
  "groups": 1,
  "sitemaps": 1,
  "directives": 12
}
```

### Sitemap is present and parses

ID: sitemap; version: 4; kind: achievement; status: pass.
Contribution: 8.928571428571429; maximum magnitude: 8.928571428571429.

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

Sitemap declared in robots\.txt, listing 18 URLs\.

```json
{
  "urlCount": 18,
  "documents": [
    {
      "url": "https://huntbug.com/sitemap.xml",
      "kind": "urlset",
      "urls": 18,
      "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: warn.
Contribution: 3.75; 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 partly descriptive: it has no summary blockquote under the title\.

```json
{
  "links": 16,
  "reason": "no-summary",
  "charLength": 1920,
  "hasDetails": true,
  "hasSummary": false,
  "describedLinks": 12,
  "descriptionRatio": 0.75,
  "unconventionalSeparators": 0
}
```

### 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)

Markdown is served on request, but not at any URL a crawler would find on its own\.

```json
{
  "reason": "negotiation-only",
  "llmsFullTxt": {
    "status": 404,
    "usable": false,
    "rejected": null,
    "truncated": false,
    "byteLength": 0
  },
  "markdownLinksInLlmsTxt": 0,
  "servesMarkdownOnRequest": true
}
```

### 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",
  "pages": [
    {
      "url": "https://huntbug.com/",
      "reason": "negotiated",
      "status": "pass",
      "summary": "The homepage serves markdown on `Accept: text/markdown`.",
      "homepage": true
    },
    {
      "url": "https://huntbug.com/pricing",
      "reason": "negotiated",
      "status": "pass",
      "summary": "The page at /pricing serves markdown on `Accept: text/markdown`.",
      "homepage": false
    },
    {
      "url": "https://huntbug.com/blog",
      "reason": "negotiated",
      "status": "pass",
      "summary": "The page at /blog serves markdown on `Accept: text/markdown`.",
      "homepage": false
    },
    {
      "url": "https://huntbug.com/about",
      "reason": "negotiated",
      "status": "pass",
      "summary": "The page at /about serves markdown on `Accept: text/markdown`.",
      "homepage": false
    }
  ],
  "reason": "negotiated",
  "charset": "utf-8",
  "variant": null,
  "bodyLength": 11428,
  "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 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)

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: pass.
Contribution: 8.928571428571429; maximum magnitude: 8.928571428571429.

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

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

```json
{
  "nodes": 13,
  "pages": [
    {
      "url": "https://huntbug.com/",
      "reason": "ok",
      "status": "pass",
      "summary": "The homepage describes itself to machines as Organization in valid schema.org JSON-LD.",
      "homepage": true
    },
    {
      "url": "https://huntbug.com/pricing",
      "reason": "ok",
      "status": "pass",
      "summary": "The page at /pricing describes itself to machines as Organization, FAQPage, Question in valid schema.org JSON-LD.",
      "homepage": false
    },
    {
      "url": "https://huntbug.com/blog",
      "reason": "ok",
      "status": "pass",
      "summary": "The page at /blog describes itself to machines as Organization, Blog in valid schema.org JSON-LD.",
      "homepage": false
    },
    {
      "url": "https://huntbug.com/about",
      "reason": "ok",
      "status": "pass",
      "summary": "The page at /about describes itself to machines as Organization in valid schema.org JSON-LD.",
      "homepage": false
    }
  ],
  "types": [
    "Organization",
    "FAQPage",
    "Question",
    "Answer",
    "Blog"
  ],
  "blocks": 6,
  "reason": "ok",
  "contexts": [
    "https://schema.org"
  ],
  "rdfaTypes": [],
  "truncated": false,
  "validBlocks": 6,
  "brokenBlocks": [],
  "unknownTypes": [],
  "pagesExamined": 4,
  "skippedBlocks": 0,
  "topLevelNodes": 6,
  "microdataTypes": [],
  "missingProperties": [],
  "unnamedTopLevelTypes": [
    "FAQPage"
  ]
}
```

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

ID: semantic-html; version: 4; kind: achievement; status: fail.
Contribution: 0; maximum magnitude: 10.714285714285715.

[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 barely structured: No <main> element and nothing carrying role="main"\.

```json
{
  "gaps": [
    "No <main> element and nothing carrying role=\"main\".",
    "The outline jumps from h2 to h4 and 2 more, which the standard forbids."
  ],
  "pages": [
    {
      "url": "https://huntbug.com/",
      "reason": "barely-structured",
      "status": "fail",
      "summary": "The homepage is barely structured: No <main> element and nothing carrying role=\"main\".",
      "homepage": true
    },
    {
      "url": "https://huntbug.com/pricing",
      "reason": "barely-structured",
      "status": "fail",
      "summary": "The page at /pricing is barely structured: No <main> element and nothing carrying role=\"main\".",
      "homepage": false
    },
    {
      "url": "https://huntbug.com/blog",
      "reason": "barely-structured",
      "status": "fail",
      "summary": "The page at /blog is barely structured: No <main> element and nothing carrying role=\"main\".",
      "homepage": false
    },
    {
      "url": "https://huntbug.com/about",
      "reason": "barely-structured",
      "status": "fail",
      "summary": "The page at /about is barely structured: No <main> element and nothing carrying role=\"main\".",
      "homepage": false
    }
  ],
  "roots": [],
  "reason": "barely-structured",
  "h1Count": 1,
  "headings": [
    {
      "text": "Find the bugs.Earn the bounty.Build the secure web.",
      "empty": false,
      "level": 1
    },
    {
      "text": "Built for the people finding bugs, and the teams that have to fix them.",
      "empty": false,
      "level": 2
    },
    {
      "text": "Hunt full-time, part-time, or whenever a bug ruins your weekend.",
      "empty": false,
      "level": 3
    },
    {
      "text": "Triage like an SRE on-call rotation, pay like a payroll system.",
      "empty": false,
      "level": 3
    },
    {
      "text": "From \"I think I found something\" to a wire transfer in four steps.",
      "empty": false,
      "level": 2
    },
    {
      "text": "Pick a program in scope",
      "empty": false,
      "level": 4
    },
    {
      "text": "File a single report",
      "empty": false,
      "level": 4
    },
    {
      "text": "SLA-clocked review",
      "empty": false,
      "level": 4
    },
    {
      "text": "Get paid the week of the fix",
      "empty": false,
      "level": 4
    },
    {
      "text": "347 live programs. Six figures of bounties on the table right now.",
      "empty": false,
      "level": 2
    },
    {
      "text": "A community measured in CVEs, not vanity metrics.",
      "empty": false,
      "level": 2
    },
    {
      "text": "Top hunters — all time",
      "empty": false,
      "level": 4
    },
    {
      "text": "Pick a side.Both pay.",
      "empty": false,
      "level": 2
    },
    {
      "text": "Platform",
      "empty": false,
      "level": 5
    },
    {
      "text": "Community",
      "empty": false,
      "level": 5
    },
    {
      "text": "Trust",
      "empty": false,
      "level": 5
    },
    {
      "text": "Company",
      "empty": false,
      "level": 5
    }
  ],
  "bodyWords": 861,
  "landmarks": [
    {
      "role": "navigation",
      "named": false,
      "source": "native",
      "element": "nav"
    },
    {
      "role": "contentinfo",
      "named": false,
      "source": "native",
      "element": "footer"
    }
  ],
  "textRatio": 0.1761,
  "truncated": false,
  "articleCount": 0,
  "contentWords": 788,
  "headingCount": 17,
  "headingSkips": [
    {
      "to": 4,
      "from": 2
    },
    {
      "to": 4,
      "from": 2
    },
    {
      "to": 5,
      "from": 2
    }
  ],
  "requirements": {
    "landmarks": true,
    "contentRoot": false,
    "headingOutline": false
  },
  "landmarkRoles": [
    "contentinfo",
    "navigation"
  ],
  "hiddenMainCount": 0,
  "textComposition": {
    "words": {
      "main": 0,
      "other": 788,
      "footer": 64,
      "header": 0,
      "navigation": 9
    },
    "shares": {
      "main": 0,
      "other": 0.9152148664343787,
      "footer": 0.0743321718931475,
      "header": 0,
      "navigation": 0.010452961672473868
    },
    "version": 1,
    "truncated": false,
    "totalWords": 861,
    "analysisLimited": false,
    "mainRegionCount": 0,
    "wordsBeforeMain": null
  },
  "emptyHeadingCount": 0,
  "misnestedMainCount": 0
}
```

### Navigation links expose usable destinations

ID: crawlable-navigation; version: 2; kind: achievement; status: pass.
Contribution: 8.928571428571429; maximum magnitude: 8.928571428571429.

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

7 of 7 assessed homepage navigation links expose usable destinations\.

```json
{
  "good": 7,
  "page": "homepage",
  "total": 7,
  "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: 4.464285714285714; maximum magnitude: 4.464285714285714.

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

66 of 66 assessed homepage links and buttons have a nonempty accessible name\.

```json
{
  "good": 66,
  "page": "homepage",
  "total": 66,
  "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: 2.678571428571429; maximum magnitude: 2.678571428571429.

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

66 of 66 assessed homepage controls and role declarations meet the static role, state and relationship checks\.

```json
{
  "good": 66,
  "page": "homepage",
  "total": 66,
  "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://huntbug.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://huntbug.com/pricing",
      "reason": "ambient-only",
      "status": "fail",
      "summary": "The page at /pricing's links are all ordinary page furniture; none point an agent anywhere.",
      "homepage": false
    },
    {
      "url": "https://huntbug.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://huntbug.com/about",
      "reason": "ambient-only",
      "status": "fail",
      "summary": "The page at /about's links are all ordinary page furniture; none point an agent anywhere.",
      "homepage": false
    }
  ],
  "reason": "ambient-only",
  "sources": [],
  "totalLinks": 7,
  "ambientOnly": [
    "preload",
    "stylesheet",
    "modulepreload",
    "preconnect"
  ],
  "markdownAlternates": [],
  "meaningfulRelations": []
}
```

### Each page declares one usable canonical URL

ID: canonical-url; version: 1; kind: achievement; status: pass.
Contribution: 1.7857142857142858; maximum magnitude: 1.7857142857142858.

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

3 of 4 pages read pass\. The homepage declares no canonical URL, in a Link header or a &lt;link&gt; element\.

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

The captured homepage HTML contains 788 content words; completeness is not assessed\.

```json
{
  "reason": "text-observed",
  "bodyWords": 861,
  "truncated": false,
  "scriptCount": 7,
  "contentWords": 788,
  "markupLength": 29504,
  "passWordThreshold": 120,
  "hasNoscriptFallback": false,
  "nontextElementCount": 103
}
```

### 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://huntbug.com/",
  "requestedUrl": "https://huntbug.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": "HuntBug — Crowdsourced bug bounty for the modern web",
  "titleCount": 1,
  "description": "HuntBug is the crowdsourced bug bounty platform for teams that ship fast. Run public or private programs, triage with confidence, pay researchers fast.",
  "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://huntbug.com/",
  "redirects": 0,
  "threshold": 2,
  "requestedUrl": "https://huntbug.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 680 ms\.

```json
{
  "durationMs": 680,
  "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://huntbug.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://huntbug.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://huntbug.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://huntbug.com/",
      "secure": true,
      "usable": 0,
      "truncated": false,
      "references": 0,
      "parseErrors": 0,
      "declarations": 0
    },
    {
      "key": "page:https://huntbug.com/pricing",
      "url": "https://huntbug.com/pricing",
      "secure": true,
      "usable": 0,
      "truncated": false,
      "references": 0,
      "parseErrors": 0,
      "declarations": 0
    },
    {
      "key": "page:https://huntbug.com/blog",
      "url": "https://huntbug.com/blog",
      "secure": true,
      "usable": 0,
      "truncated": false,
      "references": 0,
      "parseErrors": 0,
      "declarations": 0
    },
    {
      "key": "page:https://huntbug.com/about",
      "url": "https://huntbug.com/about",
      "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://huntbug.com/.well-known/http-message-signatures-directory",
    "redirects": 0,
    "contentType": null
  },
  "extraMembers": [],
  "signatureAgent": "https://huntbug.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://huntbug.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": "3c93e8aba528023e8c56d2964f7c7a1c19ab589f8b1af558634c199bb2771e44",
  "error": null,
  "durationMs": 393,
  "key": "robots",
  "url": "https://huntbug.com/robots.txt",
  "finalUrl": "https://huntbug.com/robots.txt",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 245,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/plain; charset=utf-8",
      "bodyHash": "3c93e8aba528023e8c56d2964f7c7a1c19ab589f8b1af558634c199bb2771e44",
      "error": null,
      "durationMs": 393,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### homepage

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "69ec0bda0c8eb942fac5c20a5d866119927d7b9625932c10686ddf5fdad0c49c",
  "error": null,
  "durationMs": 680,
  "key": "homepage",
  "url": "https://huntbug.com",
  "finalUrl": "https://huntbug.com/",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 29711,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "0d7e638094fd8c7cf51c7d3a5625dfdbaa0c70e1c1eb4304ad23497c4a25d006",
      "error": null,
      "durationMs": 680,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### llms\-txt

```json
{
  "status": 200,
  "contentType": "text/plain; charset=utf-8",
  "bodyHash": "1fe3d2b9f06b6e30cffb60902e4576be25f48912523eba81db8ff858ce4a7e8d",
  "error": null,
  "durationMs": 73,
  "key": "llms-txt",
  "url": "https://huntbug.com/llms.txt",
  "finalUrl": "https://huntbug.com/llms.txt",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 1928,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/plain; charset=utf-8",
      "bodyHash": "1fe3d2b9f06b6e30cffb60902e4576be25f48912523eba81db8ff858ce4a7e8d",
      "error": null,
      "durationMs": 73,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### llms\-full\-txt

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "3efae055e0378e0007e418dd3b55d3979157f189fe82bafd74f3f3ceb5e88f1d",
  "error": null,
  "durationMs": 86,
  "key": "llms-full-txt",
  "url": "https://huntbug.com/llms-full.txt",
  "finalUrl": "https://huntbug.com/llms-full.txt",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 6620,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "3efae055e0378e0007e418dd3b55d3979157f189fe82bafd74f3f3ceb5e88f1d",
      "error": null,
      "durationMs": 86,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### markdown\-negotiation

```json
{
  "status": 200,
  "contentType": "text/markdown; charset=utf-8",
  "bodyHash": "064750627501d7b9e485ff3f658460f2639707088d15444d92b4923bb7a33355",
  "error": null,
  "durationMs": 2697,
  "key": "markdown-negotiation",
  "url": "https://huntbug.com",
  "finalUrl": "https://huntbug.com/",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 11587,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/markdown; charset=utf-8",
      "bodyHash": "064750627501d7b9e485ff3f658460f2639707088d15444d92b4923bb7a33355",
      "error": null,
      "durationMs": 2697,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 200,
  "contentType": "application/xml",
  "bodyHash": "9dfaae76e38c872cfa9b8653bb8d8e234700aeff1b327dacdf67e8ed2a1b8807",
  "error": null,
  "durationMs": 1307,
  "key": "sitemap:https://huntbug.com/sitemap.xml",
  "url": "https://huntbug.com/sitemap.xml",
  "finalUrl": "https://huntbug.com/sitemap.xml",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 2418,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "application/xml",
      "bodyHash": "9dfaae76e38c872cfa9b8653bb8d8e234700aeff1b327dacdf67e8ed2a1b8807",
      "error": null,
      "durationMs": 1307,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "6dbf5c4c68babd42cf215f16a3c3cd7645cf4c886aae05d7e0728cb0ac30c0ea",
  "error": null,
  "durationMs": 84,
  "key": "well-known-api-catalog",
  "url": "https://huntbug.com/.well-known/api-catalog",
  "finalUrl": "https://huntbug.com/.well-known/api-catalog",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 6620,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "6dbf5c4c68babd42cf215f16a3c3cd7645cf4c886aae05d7e0728cb0ac30c0ea",
      "error": null,
      "durationMs": 84,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "29befd99322096bab0bce428ccaa333ac1aa6f2d6b4d4551151d3a56d99e4e04",
  "error": null,
  "durationMs": 62,
  "key": "well-known-ai-catalog",
  "url": "https://huntbug.com/.well-known/ai-catalog.json",
  "finalUrl": "https://huntbug.com/.well-known/ai-catalog.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 6620,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "29befd99322096bab0bce428ccaa333ac1aa6f2d6b4d4551151d3a56d99e4e04",
      "error": null,
      "durationMs": 62,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "e9daf60824baea55cc336f9433c1f647a255e8028bdfb8d5d66b01803c4aa8c3",
  "error": null,
  "durationMs": 79,
  "key": "well-known-agent-card",
  "url": "https://huntbug.com/.well-known/agent-card.json",
  "finalUrl": "https://huntbug.com/.well-known/agent-card.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 6620,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "e9daf60824baea55cc336f9433c1f647a255e8028bdfb8d5d66b01803c4aa8c3",
      "error": null,
      "durationMs": 79,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "9fd57f3224706d76ba24299e4e1529e4e7f54ec466c266c369d7c7143b5b1df1",
  "error": null,
  "durationMs": 60,
  "key": "well-known-agent-skills",
  "url": "https://huntbug.com/.well-known/agent-skills/index.json",
  "finalUrl": "https://huntbug.com/.well-known/agent-skills/index.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 6620,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "9fd57f3224706d76ba24299e4e1529e4e7f54ec466c266c369d7c7143b5b1df1",
      "error": null,
      "durationMs": 60,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-skills

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "e1fbdd988787c142975e847591059106919a9845fdd1f7723f7fa566eb158631",
  "error": null,
  "durationMs": 61,
  "key": "well-known-skills",
  "url": "https://huntbug.com/.well-known/skills/index.json",
  "finalUrl": "https://huntbug.com/.well-known/skills/index.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 6620,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "e1fbdd988787c142975e847591059106919a9845fdd1f7723f7fa566eb158631",
      "error": null,
      "durationMs": 61,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "a99ac3fe985c067964bfc84c538203edc8e29d49531018503bff06301aff45ae",
  "error": null,
  "durationMs": 62,
  "key": "well-known-http-message-signatures-directory",
  "url": "https://huntbug.com/.well-known/http-message-signatures-directory",
  "finalUrl": "https://huntbug.com/.well-known/http-message-signatures-directory",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 6620,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "a99ac3fe985c067964bfc84c538203edc8e29d49531018503bff06301aff45ae",
      "error": null,
      "durationMs": 62,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-x402

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "715a516a45d55b2139aea95cbb4d7daab012e1d10e748ba4e2dbbab74bdec4f9",
  "error": null,
  "durationMs": 93,
  "key": "well-known-x402",
  "url": "https://huntbug.com/.well-known/x402",
  "finalUrl": "https://huntbug.com/.well-known/x402",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 6620,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "715a516a45d55b2139aea95cbb4d7daab012e1d10e748ba4e2dbbab74bdec4f9",
      "error": null,
      "durationMs": 93,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-acp

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "6e08c79b79c8c25e87eafcbfd8b6afbdfa593f8502ebbee65ae4358bad990e0c",
  "error": null,
  "durationMs": 62,
  "key": "well-known-acp",
  "url": "https://huntbug.com/.well-known/acp.json",
  "finalUrl": "https://huntbug.com/.well-known/acp.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 6620,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "6e08c79b79c8c25e87eafcbfd8b6afbdfa593f8502ebbee65ae4358bad990e0c",
      "error": null,
      "durationMs": 62,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-ucp

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "7afbcfb01431591fa1f415a8496027cdd19e52c7fb05ffb15e433a5734219741",
  "error": null,
  "durationMs": 74,
  "key": "well-known-ucp",
  "url": "https://huntbug.com/.well-known/ucp",
  "finalUrl": "https://huntbug.com/.well-known/ucp",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 6620,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "7afbcfb01431591fa1f415a8496027cdd19e52c7fb05ffb15e433a5734219741",
      "error": null,
      "durationMs": 74,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### auth\-md

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "7b11cd92bc7e739fb34706e818be31f86f6399c336d20d6fa2f40fb3bc7694f1",
  "error": null,
  "durationMs": 114,
  "key": "auth-md",
  "url": "https://huntbug.com/auth.md",
  "finalUrl": "https://huntbug.com/auth.md",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 6620,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "7b11cd92bc7e739fb34706e818be31f86f6399c336d20d6fa2f40fb3bc7694f1",
      "error": null,
      "durationMs": 114,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "ff6cc7de9709b2e3957e56b372e06ab4bcff1b3b984af0bc163f2b1e1eb9ad40",
  "error": null,
  "durationMs": 74,
  "key": "page:https://huntbug.com/pricing",
  "url": "https://huntbug.com/pricing",
  "finalUrl": "https://huntbug.com/pricing",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 10014,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "ff6cc7de9709b2e3957e56b372e06ab4bcff1b3b984af0bc163f2b1e1eb9ad40",
      "error": null,
      "durationMs": 74,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "9213220c884e4c8995863b066fcd1e856968182e9015119b57d1ce78fbbcf9d3",
  "error": null,
  "durationMs": 443,
  "key": "page:https://huntbug.com/blog",
  "url": "https://huntbug.com/blog",
  "finalUrl": "https://huntbug.com/blog",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 7716,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "9213220c884e4c8995863b066fcd1e856968182e9015119b57d1ce78fbbcf9d3",
      "error": null,
      "durationMs": 443,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page:https://huntbug\.com/about

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "069236851b1f50e900b6916443d95c9aef497be26a72767cb27a0b3868d52a8c",
  "error": null,
  "durationMs": 92,
  "key": "page:https://huntbug.com/about",
  "url": "https://huntbug.com/about",
  "finalUrl": "https://huntbug.com/about",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 7868,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "069236851b1f50e900b6916443d95c9aef497be26a72767cb27a0b3868d52a8c",
      "error": null,
      "durationMs": 92,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 200,
  "contentType": "text/markdown; charset=utf-8",
  "bodyHash": "9469c6651d22314762ae157d9ce248f0499bee1b69c577ba1015be0e2aea38ce",
  "error": null,
  "durationMs": 2569,
  "key": "page-markdown:https://huntbug.com/pricing",
  "url": "https://huntbug.com/pricing",
  "finalUrl": "https://huntbug.com/pricing",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 3556,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/markdown; charset=utf-8",
      "bodyHash": "9469c6651d22314762ae157d9ce248f0499bee1b69c577ba1015be0e2aea38ce",
      "error": null,
      "durationMs": 2569,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 200,
  "contentType": "text/markdown; charset=utf-8",
  "bodyHash": "13889e82bc32626690522117be9012f3788dff638d5fa1da67cb0b1a6aced60b",
  "error": null,
  "durationMs": 3113,
  "key": "page-markdown:https://huntbug.com/blog",
  "url": "https://huntbug.com/blog",
  "finalUrl": "https://huntbug.com/blog",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 2311,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/markdown; charset=utf-8",
      "bodyHash": "13889e82bc32626690522117be9012f3788dff638d5fa1da67cb0b1a6aced60b",
      "error": null,
      "durationMs": 3113,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page\-markdown:https://huntbug\.com/about

```json
{
  "status": 200,
  "contentType": "text/markdown; charset=utf-8",
  "bodyHash": "3a5b5df1356ad0458db4186eed2eb3a94c0032e63fa232d64781f78e2ab18b82",
  "error": null,
  "durationMs": 1944,
  "key": "page-markdown:https://huntbug.com/about",
  "url": "https://huntbug.com/about",
  "finalUrl": "https://huntbug.com/about",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 3095,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/markdown; charset=utf-8",
      "bodyHash": "3a5b5df1356ad0458db4186eed2eb3a94c0032e63fa232d64781f78e2ab18b82",
      "error": null,
      "durationMs": 1944,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

## Fixes

Showing 3 of 16 fixes.

### Serve Markdown at its own URL

Recoverable contribution: 12.5 points.

Score with this fix and the ones above it: 77/100.

Markdown is served on request, but not at any URL a crawler would find on its own\.

````text
My website huntbug.com scored 64/100 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: 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: Markdown is served on request, but not at any URL a crawler would find on its own.

This site already serves markdown, but only to a client that asks for it by header,
which is a different check and it passes. What is missing is an address. Give the markdown
a URL of its own: either `page.md` alongside each page, listed in `/llms.txt`, or a single
`/llms-full.txt`. The machinery that produces the markdown already exists, so this is
usually a routing change rather than a content one.

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/huntbug.com.md?scan=cmusib7bb016x01o0z3xopc38. 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.
````

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

Recoverable contribution: 10.71 points.

Score with this fix and the ones above it: 88/100.

None of the 4 pages read pass\. The homepage is barely structured: No &lt;main&gt; element and nothing carrying role="main"\.

````text
My website huntbug.com scored 64/100 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 10.71 points. What the scanner saw: None of the 4 pages read pass. The homepage is barely structured: No <main> element and nothing carrying role="main".

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://huntbug.com/: The homepage is barely structured: No <main> element and nothing carrying role="main".
- https://huntbug.com/pricing: The page at /pricing is barely structured: No <main> element and nothing carrying role="main".
- https://huntbug.com/blog: The page at /blog is barely structured: No <main> element and nothing carrying role="main".
- https://huntbug.com/about: The page at /about is barely structured: No <main> element and nothing carrying role="main".

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/huntbug.com.md?scan=cmusib7bb016x01o0z3xopc38. 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: 93/100.

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

````text
My website huntbug.com scored 64/100 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 names no AI crawlers, so every operator has to guess.

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/huntbug.com.md?scan=cmusib7bb016x01o0z3xopc38. 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.
````

13 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=huntbug.com#upgrade)

Deployed your fixes? [Rescan to update your score](https://goodforbots.com/r/huntbug.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/huntbug.com#webpage",
      "url": "https://goodforbots.com/r/huntbug.com",
      "name": "huntbug.com AI visibility report",
      "description": "huntbug.com scores 64/100 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/huntbug.com#breadcrumb"
      },
      "mainEntity": {
        "@id": "https://goodforbots.com/r/huntbug.com#site"
      },
      "about": {
        "@id": "https://goodforbots.com/r/huntbug.com#site"
      },
      "dateModified": "2026-10-03T14:48:36.665Z"
    },
    {
      "@type": "BreadcrumbList",
      "@id": "https://goodforbots.com/r/huntbug.com#breadcrumb",
      "itemListElement": [
        {
          "@type": "ListItem",
          "position": 1,
          "name": "Home",
          "item": "https://goodforbots.com/"
        },
        {
          "@type": "ListItem",
          "position": 2,
          "name": "Directory",
          "item": "https://goodforbots.com/directory"
        },
        {
          "@type": "ListItem",
          "position": 3,
          "name": "Developer Tools & APIs",
          "item": "https://goodforbots.com/directory/category/developer-tools"
        },
        {
          "@type": "ListItem",
          "position": 4,
          "name": "HuntBug",
          "item": "https://goodforbots.com/r/huntbug.com"
        }
      ]
    },
    {
      "@type": "WebSite",
      "@id": "https://goodforbots.com/r/huntbug.com#site",
      "name": "HuntBug",
      "url": "https://huntbug.com",
      "description": "Crowdsourced bug bounty platform connecting security researchers with companies",
      "image": "https://cdn.goodforbots.com/site-images/logo/d8925fb9-8bdd-4366-b37f-0baa9104b230.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"
      }
    }
  ]
}
```