# Good for Bots report: brokerrelaycrm\.com

Website: https://www\.brokerrelaycrm\.com
Report: https://goodforbots.com/r/brokerrelaycrm.com
Scan: cmushcsrq00pn01o0tuedondx
Scanned at: 2026-10-03T14:21:41.717Z
Status: completed
Rubric: 0\.9\.0
Score: 50/100 (Fair)

Name: Broker Relay

## Access & usage policy

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

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

AI mortgage CRM with email marketing and lead follow\-up tools for brokers

## About this site

Broker Relay is a customer relationship management software application built for mortgage brokers and loan officers\. It offers tools for lead management, pipeline tracking, priority scoring, email marketing campaigns, and an artificial intelligence assistant that generates draft SMS and email messages for broker review\. The product is designed for solo brokers and small mortgage teams seeking to organize lead intake and follow\-up without complex enterprise features\.

## Through a bot's eyes

Written from the response GoodForBotsBot received in scan cmushcsrq00pn01o0tuedondx (2026-10-03T14:21:41.717Z), before any JavaScript ran.

### What a bot can read

A language model reading the provided homepage and llms\.txt files learns that Broker Relay is a software platform designed specifically for mortgage professionals\. The text covers features such as lead capture, segmentation, priority scoring, a daily task queue, pipeline stages, and built\-in email marketing tools\. Pricing details are explicitly stated, including a launch offer of forty\-nine dollars and fifty cents per month for the first three months, a standard monthly plan at ninety\-nine dollars, and an annual plan at nine hundred ninety\-nine dollars\. The input also outlines safety notes clarifying that the tool does not underwrite loans or act as a qualification engine, and notes that all artificial intelligence outputs require broker review\. The provided llms\.txt file adds a concise overview of the core product features, search topics, and safety disclosures\.

> Broker Relay is an AI\-assisted CRM and email marketing platform built for mortgage brokers and loan officers to manage lead intake, pipeline activity, and borrower follow\-up\.

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

Category: SaaS & Web Apps

Tags: Marketing, Sales, Fintech

Platforms: nextjs

Hosting: vercel

## 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": 2095690,
  "durationMs": 13441
}
```

## 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://www\.brokerrelaycrm\.com
- https://www\.brokerrelaycrm\.com/blog/client\-intake\-workflow: article; sitemap; read.
- https://www\.brokerrelaycrm\.com/features: service; homepage link, sitemap; read.
- https://www\.brokerrelaycrm\.com/pricing: pricing; homepage link, sitemap; read.

## Score breakdown

Readable base: 44.74; agent layer: 5.63; 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": 51,
  "block1Max": 57,
  "block2Raw": 4.5,
  "block2Max": 40,
  "coverage": 1,
  "cappedAt": null
}
```

## Detected capabilities

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

## Checks

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

ID: llms-txt; version: 2; kind: achievement; status: warn.
Contribution: 5.625; maximum magnitude: 11.25.

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

/llms\.txt has a title but lists no links to follow\.

```json
{
  "links": 0,
  "title": "Broker Relay",
  "errors": [],
  "reason": "no-links",
  "sections": 0,
  "charLength": 1245,
  "hasSummary": false,
  "sectionsWithLinks": 0
}
```

### robots\.txt is present and valid

ID: robots-txt; version: 2; kind: achievement; status: pass.
Contribution: 3.508771929824561; maximum magnitude: 3.508771929824561.

[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": 14
}
```

### Sitemap is present and parses

ID: sitemap; version: 4; kind: achievement; status: pass.
Contribution: 8.771929824561402; maximum magnitude: 8.771929824561402.

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

Sitemap declared in robots\.txt, listing 79 URLs\.

```json
{
  "urlCount": 79,
  "documents": [
    {
      "url": "https://www.brokerrelaycrm.com/sitemap.xml",
      "kind": "urlset",
      "urls": 79,
      "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)

/llms\.txt lists no links, so there is nothing to describe\.

```json
{
  "links": 0,
  "reason": "no-links",
  "charLength": 1245,
  "hasDetails": true,
  "hasSummary": false,
  "describedLinks": 0,
  "descriptionRatio": 0,
  "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)

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

```json
{
  "reason": "none",
  "llmsFullTxt": {
    "status": 404,
    "usable": false,
    "rejected": null,
    "truncated": true,
    "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)

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",
  "pages": [
    {
      "url": "https://www.brokerrelaycrm.com/",
      "reason": "not-markdown",
      "status": "fail",
      "summary": "Asking the homepage for markdown still returns text/html.",
      "homepage": true
    },
    {
      "url": "https://www.brokerrelaycrm.com/blog/client-intake-workflow",
      "reason": "not-markdown",
      "status": "fail",
      "summary": "Asking the page at /blog/client-intake-workflow for markdown still returns text/html.",
      "homepage": false
    },
    {
      "url": "https://www.brokerrelaycrm.com/features",
      "reason": "not-markdown",
      "status": "fail",
      "summary": "Asking the page at /features for markdown still returns text/html.",
      "homepage": false
    },
    {
      "url": "https://www.brokerrelaycrm.com/pricing",
      "reason": "not-markdown",
      "status": "fail",
      "summary": "Asking the page at /pricing for markdown still returns text/html.",
      "homepage": false
    }
  ],
  "reason": "not-markdown",
  "charset": "utf-8",
  "variant": null,
  "bodyLength": 157905,
  "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)

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: 8.771929824561402; maximum magnitude: 8.771929824561402.

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

3 of 4 pages read pass\. The homepage publishes no structured data at all: no JSON\-LD, no microdata, no RDFa\.

```json
{
  "nodes": 25,
  "pages": [
    {
      "url": "https://www.brokerrelaycrm.com/",
      "reason": "none",
      "status": "fail",
      "summary": "The homepage publishes no structured data at all: no JSON-LD, no microdata, no RDFa.",
      "homepage": true
    },
    {
      "url": "https://www.brokerrelaycrm.com/blog/client-intake-workflow",
      "reason": "ok",
      "status": "pass",
      "summary": "The page at /blog/client-intake-workflow describes itself to machines as FAQPage, Question, Answer in valid schema.org JSON-LD.",
      "homepage": false
    },
    {
      "url": "https://www.brokerrelaycrm.com/features",
      "reason": "ok",
      "status": "pass",
      "summary": "The page at /features describes itself to machines as Organization, ContactPoint, SoftwareApplication in valid schema.org JSON-LD.",
      "homepage": false
    },
    {
      "url": "https://www.brokerrelaycrm.com/pricing",
      "reason": "ok",
      "status": "pass",
      "summary": "The page at /pricing describes itself to machines as Organization, ContactPoint, SoftwareApplication in valid schema.org JSON-LD.",
      "homepage": false
    }
  ],
  "types": [
    "FAQPage",
    "Question",
    "Answer",
    "Organization",
    "ContactPoint",
    "SoftwareApplication",
    "Offer",
    "Audience",
    "WebSite",
    "SearchAction"
  ],
  "blocks": 7,
  "reason": "ok",
  "contexts": [
    "https://schema.org"
  ],
  "rdfaTypes": [],
  "truncated": false,
  "validBlocks": 7,
  "brokenBlocks": [],
  "unknownTypes": [],
  "pagesExamined": 4,
  "skippedBlocks": 0,
  "topLevelNodes": 7,
  "microdataTypes": [],
  "missingProperties": [],
  "unnamedTopLevelTypes": [
    "FAQPage"
  ]
}
```

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

ID: semantic-html; version: 4; kind: achievement; status: warn.
Contribution: 5.263157894736842; maximum magnitude: 10.526315789473683.

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

None of the 4 pages read pass fully; 4 partly\. The homepage is partly structured: Only one landmark \(navigation\) outside the content root\.

```json
{
  "gaps": [
    "Only one landmark (navigation) outside the content root."
  ],
  "pages": [
    {
      "url": "https://www.brokerrelaycrm.com/",
      "reason": "partly-structured",
      "status": "warn",
      "summary": "The homepage is partly structured: Only one landmark (navigation) outside the content root.",
      "homepage": true
    },
    {
      "url": "https://www.brokerrelaycrm.com/blog/client-intake-workflow",
      "reason": "partly-structured",
      "status": "warn",
      "summary": "The page at /blog/client-intake-workflow is partly structured: No landmarks outside the content root, so there is no way to tell the page's chrome from its content.",
      "homepage": false
    },
    {
      "url": "https://www.brokerrelaycrm.com/features",
      "reason": "partly-structured",
      "status": "warn",
      "summary": "The page at /features is partly structured: Only one landmark (navigation) outside the content root.",
      "homepage": false
    },
    {
      "url": "https://www.brokerrelaycrm.com/pricing",
      "reason": "partly-structured",
      "status": "warn",
      "summary": "The page at /pricing is partly structured: Only one landmark (navigation) outside the content root.",
      "homepage": false
    }
  ],
  "roots": [
    {
      "words": 771,
      "source": "element",
      "hierarchicallyCorrect": true
    }
  ],
  "reason": "partly-structured",
  "h1Count": 1,
  "headings": [
    {
      "text": "Stop mortgage leads from going cold.",
      "empty": false,
      "level": 1
    },
    {
      "text": "A smarter follow-up and campaign workflow in 5 simple steps.",
      "empty": false,
      "level": 2
    },
    {
      "text": "Capture",
      "empty": false,
      "level": 3
    },
    {
      "text": "Segment",
      "empty": false,
      "level": 3
    },
    {
      "text": "Campaigns",
      "empty": false,
      "level": 3
    },
    {
      "text": "Conversations",
      "empty": false,
      "level": 3
    },
    {
      "text": "Close more loans",
      "empty": false,
      "level": 3
    },
    {
      "text": "All your leads. One clean CRM with email marketing built in.",
      "empty": false,
      "level": 2
    },
    {
      "text": "Everything you need to follow up, market, and close faster.",
      "empty": false,
      "level": 2
    },
    {
      "text": "Built-in email marketing",
      "empty": false,
      "level": 3
    },
    {
      "text": "AI follow-up assistant",
      "empty": false,
      "level": 3
    },
    {
      "text": "Smart lead scoring",
      "empty": false,
      "level": 3
    },
    {
      "text": "Lead segmentation",
      "empty": false,
      "level": 3
    },
    {
      "text": "Today queue",
      "empty": false,
      "level": 3
    },
    {
      "text": "Mortgage pipeline",
      "empty": false,
      "level": 3
    },
    {
      "text": "Watch Broker Relay in 2 minutes.",
      "empty": false,
      "level": 2
    },
    {
      "text": "Try the CRM and email marketing system before paying.",
      "empty": false,
      "level": 2
    },
    {
      "text": "Frequently asked questions.",
      "empty": false,
      "level": 2
    }
  ],
  "bodyWords": 771,
  "landmarks": [
    {
      "role": "navigation",
      "named": true,
      "source": "native",
      "element": "nav"
    }
  ],
  "textRatio": 0.0324,
  "truncated": false,
  "articleCount": 14,
  "contentWords": 767,
  "headingCount": 18,
  "headingSkips": [],
  "requirements": {
    "landmarks": false,
    "contentRoot": true,
    "headingOutline": true
  },
  "landmarkRoles": [
    "navigation"
  ],
  "hiddenMainCount": 0,
  "textComposition": {
    "words": {
      "main": 767,
      "other": 0,
      "footer": 0,
      "header": 0,
      "navigation": 4
    },
    "shares": {
      "main": 0.9948119325551232,
      "other": 0,
      "footer": 0,
      "header": 0,
      "navigation": 0.005188067444876783
    },
    "version": 1,
    "truncated": false,
    "totalWords": 771,
    "analysisLimited": false,
    "mainRegionCount": 1,
    "wordsBeforeMain": 0
  },
  "emptyHeadingCount": 0,
  "misnestedMainCount": 0
}
```

### Navigation links expose usable destinations

ID: crawlable-navigation; version: 2; kind: achievement; status: pass.
Contribution: 8.771929824561402; maximum magnitude: 8.771929824561402.

[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: 4.385964912280701; maximum magnitude: 4.385964912280701.

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

39 of 39 assessed homepage links and buttons have a nonempty accessible name\.

```json
{
  "good": 39,
  "page": "homepage",
  "total": 39,
  "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: 2.631578947368421; maximum magnitude: 2.631578947368421.

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

39 of 39 assessed homepage controls and role declarations meet the static role, state and relationship checks\.

```json
{
  "good": 39,
  "page": "homepage",
  "total": 39,
  "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://www.brokerrelaycrm.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://www.brokerrelaycrm.com/blog/client-intake-workflow",
      "reason": "ambient-only",
      "status": "fail",
      "summary": "The page at /blog/client-intake-workflow's links are all ordinary page furniture; none point an agent anywhere.",
      "homepage": false
    },
    {
      "url": "https://www.brokerrelaycrm.com/features",
      "reason": "ambient-only",
      "status": "fail",
      "summary": "The page at /features's links are all ordinary page furniture; none point an agent anywhere.",
      "homepage": false
    },
    {
      "url": "https://www.brokerrelaycrm.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
    }
  ],
  "reason": "ambient-only",
  "sources": [],
  "totalLinks": 16,
  "ambientOnly": [
    "preload",
    "stylesheet",
    "canonical",
    "shortcut",
    "icon",
    "apple-touch-icon"
  ],
  "markdownAlternates": [],
  "meaningfulRelations": []
}
```

### Each page declares one usable canonical URL

ID: canonical-url; version: 1; kind: achievement; status: pass.
Contribution: 1.7543859649122806; maximum magnitude: 1.7543859649122806.

[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://www.brokerrelaycrm.com/",
      "reason": "declared",
      "status": "pass",
      "summary": "The homepage declares itself as its canonical URL.",
      "homepage": true
    },
    {
      "url": "https://www.brokerrelaycrm.com/blog/client-intake-workflow",
      "reason": "declared",
      "status": "pass",
      "summary": "The page at /blog/client-intake-workflow declares itself as its canonical URL.",
      "homepage": false
    },
    {
      "url": "https://www.brokerrelaycrm.com/features",
      "reason": "declared",
      "status": "pass",
      "summary": "The page at /features declares itself as its canonical URL.",
      "homepage": false
    },
    {
      "url": "https://www.brokerrelaycrm.com/pricing",
      "reason": "declared",
      "status": "pass",
      "summary": "The page at /pricing declares itself as its canonical URL.",
      "homepage": false
    }
  ],
  "reason": "declared",
  "target": "https://www.brokerrelaycrm.com/",
  "readings": [
    {
      "url": "https://www.brokerrelaycrm.com/",
      "target": "https://www.brokerrelaycrm.com/",
      "relative": false,
      "crossHost": false,
      "truncated": false,
      "duplicates": 0,
      "declarations": [
        {
          "url": "https://www.brokerrelaycrm.com/",
          "href": "https://www.brokerrelaycrm.com",
          "source": "head"
        }
      ],
      "selfReference": true,
      "invalidDeclarations": 0
    },
    {
      "url": "https://www.brokerrelaycrm.com/blog/client-intake-workflow",
      "target": "https://www.brokerrelaycrm.com/blog/client-intake-workflow",
      "relative": false,
      "crossHost": false,
      "truncated": false,
      "duplicates": 0,
      "declarations": [
        {
          "url": "https://www.brokerrelaycrm.com/blog/client-intake-workflow",
          "href": "https://www.brokerrelaycrm.com/blog/client-intake-workflow",
          "source": "head"
        }
      ],
      "selfReference": true,
      "invalidDeclarations": 0
    },
    {
      "url": "https://www.brokerrelaycrm.com/features",
      "target": "https://www.brokerrelaycrm.com/features",
      "relative": false,
      "crossHost": false,
      "truncated": false,
      "duplicates": 0,
      "declarations": [
        {
          "url": "https://www.brokerrelaycrm.com/features",
          "href": "https://www.brokerrelaycrm.com/features",
          "source": "head"
        }
      ],
      "selfReference": true,
      "invalidDeclarations": 0
    },
    {
      "url": "https://www.brokerrelaycrm.com/pricing",
      "target": "https://www.brokerrelaycrm.com/pricing",
      "relative": false,
      "crossHost": false,
      "truncated": false,
      "duplicates": 0,
      "declarations": [
        {
          "url": "https://www.brokerrelaycrm.com/pricing",
          "href": "https://www.brokerrelaycrm.com/pricing",
          "source": "head"
        }
      ],
      "selfReference": true,
      "invalidDeclarations": 0
    }
  ],
  "relative": false,
  "crossHost": false,
  "truncated": false,
  "duplicates": 0,
  "declarations": [
    {
      "url": "https://www.brokerrelaycrm.com/",
      "href": "https://www.brokerrelaycrm.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: 0.8771929824561403; maximum magnitude: 0.8771929824561403.

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

The page at /pricing has 1 section link, and every one reaches an element on the page\.

```json
{
  "pages": [
    {
      "url": "https://www.brokerrelaycrm.com/pricing",
      "reason": "working",
      "status": "pass",
      "summary": "The page at /pricing has 1 section link, and every one reaches an element on the page.",
      "homepage": false
    }
  ],
  "reason": "working",
  "readings": [
    {
      "top": 0,
      "url": "https://www.brokerrelaycrm.com/pricing",
      "working": 1,
      "assessed": 1,
      "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://www.brokerrelaycrm.com/",
  "redirects": 0,
  "directives": [
    {
      "name": "index",
      "value": null,
      "inHead": true,
      "source": "html",
      "userAgent": "*"
    },
    {
      "name": "follow",
      "value": null,
      "inHead": true,
      "source": "html",
      "userAgent": "*"
    }
  ],
  "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 767 content words; completeness is not assessed\.

```json
{
  "reason": "text-observed",
  "bodyWords": 771,
  "truncated": false,
  "scriptCount": 28,
  "contentWords": 767,
  "markupLength": 157905,
  "passWordThreshold": 120,
  "hasNoscriptFallback": false,
  "nontextElementCount": 44
}
```

### 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://www.brokerrelaycrm.com/",
  "requestedUrl": "https://www.brokerrelaycrm.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": "AI Mortgage CRM with Email Marketing | Broker Relay",
  "titleCount": 1,
  "description": "Broker Relay is an AI mortgage CRM with built-in email marketing campaigns, lead follow-up, priority scoring, and broker-reviewed SMS/email tools for mortgage brokers.",
  "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://www.brokerrelaycrm.com/",
  "redirects": 0,
  "threshold": 2,
  "requestedUrl": "https://www.brokerrelaycrm.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 117 ms\.

```json
{
  "durationMs": 117,
  "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://www.brokerrelaycrm.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://www.brokerrelaycrm.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://www.brokerrelaycrm.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://www.brokerrelaycrm.com/",
      "secure": true,
      "usable": 0,
      "truncated": false,
      "references": 0,
      "parseErrors": 0,
      "declarations": 0
    },
    {
      "key": "page:https://www.brokerrelaycrm.com/blog/client-intake-workflow",
      "url": "https://www.brokerrelaycrm.com/blog/client-intake-workflow",
      "secure": true,
      "usable": 0,
      "truncated": false,
      "references": 0,
      "parseErrors": 0,
      "declarations": 0
    },
    {
      "key": "page:https://www.brokerrelaycrm.com/features",
      "url": "https://www.brokerrelaycrm.com/features",
      "secure": true,
      "usable": 0,
      "truncated": false,
      "references": 0,
      "parseErrors": 0,
      "declarations": 0
    },
    {
      "key": "page:https://www.brokerrelaycrm.com/pricing",
      "url": "https://www.brokerrelaycrm.com/pricing",
      "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://www.brokerrelaycrm.com/.well-known/http-message-signatures-directory",
    "redirects": 0,
    "contentType": null
  },
  "extraMembers": [],
  "signatureAgent": "https://www.brokerrelaycrm.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://www.brokerrelaycrm.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",
  "bodyHash": "b6892e6eddabbf00f262302eb5d755b16b38ae20f22c93c0d1f85bf80871e75d",
  "error": null,
  "durationMs": 414,
  "key": "robots",
  "url": "https://www.brokerrelaycrm.com/robots.txt",
  "finalUrl": "https://www.brokerrelaycrm.com/robots.txt",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 318,
  "truncated": false,
  "attempts": [
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      "error": null,
      "durationMs": 414,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### homepage

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "734ea291c94c5e57e54675647030e04a8f4218fc74cf74897f4468567f2706a6",
  "error": null,
  "durationMs": 117,
  "key": "homepage",
  "url": "https://www.brokerrelaycrm.com",
  "finalUrl": "https://www.brokerrelaycrm.com/",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 157981,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "9e38132129e79b121468b9aa97212b9602b745ff82b5fb00399983cd519e591b",
      "error": null,
      "durationMs": 117,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### llms\-txt

```json
{
  "status": 200,
  "contentType": "text/plain; charset=utf-8",
  "bodyHash": "ac2217d57921a295e882f1b5763abe2479b4f1ec7014a233159c6670864eeabf",
  "error": null,
  "durationMs": 228,
  "key": "llms-txt",
  "url": "https://www.brokerrelaycrm.com/llms.txt",
  "finalUrl": "https://www.brokerrelaycrm.com/llms.txt",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 1245,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/plain; charset=utf-8",
      "bodyHash": "ac2217d57921a295e882f1b5763abe2479b4f1ec7014a233159c6670864eeabf",
      "error": null,
      "durationMs": 228,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### llms\-full\-txt

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "c35ca1ac60b1feee60c96a9e1a3bf84b7f3f4a472756a6f2111dde4ba8688b95",
  "error": null,
  "durationMs": 57,
  "key": "llms-full-txt",
  "url": "https://www.brokerrelaycrm.com/llms-full.txt",
  "finalUrl": "https://www.brokerrelaycrm.com/llms-full.txt",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 65536,
  "truncated": true,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "d52a257143ac75190ed5733896c7dcab076445ad0a1e9f49371343902ff21ca1",
      "error": null,
      "durationMs": 57,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### markdown\-negotiation

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "734ea291c94c5e57e54675647030e04a8f4218fc74cf74897f4468567f2706a6",
  "error": null,
  "durationMs": 79,
  "key": "markdown-negotiation",
  "url": "https://www.brokerrelaycrm.com",
  "finalUrl": "https://www.brokerrelaycrm.com/",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 157981,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "9e38132129e79b121468b9aa97212b9602b745ff82b5fb00399983cd519e591b",
      "error": null,
      "durationMs": 79,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### sitemap:https://www\.brokerrelaycrm\.com/sitemap\.xml

```json
{
  "status": 200,
  "contentType": "application/xml",
  "bodyHash": "5ce49572365949f9fa43edd2a50e697e78288eb10f358dda8d408e6f517bb2f8",
  "error": null,
  "durationMs": 175,
  "key": "sitemap:https://www.brokerrelaycrm.com/sitemap.xml",
  "url": "https://www.brokerrelaycrm.com/sitemap.xml",
  "finalUrl": "https://www.brokerrelaycrm.com/sitemap.xml",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 14573,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "application/xml",
      "bodyHash": "5ce49572365949f9fa43edd2a50e697e78288eb10f358dda8d408e6f517bb2f8",
      "error": null,
      "durationMs": 175,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "e7a13ff372e43c241d7dc2f917b8a5dde154a6b968a22a9e19d01e21e0bc4321",
  "error": null,
  "durationMs": 71,
  "key": "well-known-api-catalog",
  "url": "https://www.brokerrelaycrm.com/.well-known/api-catalog",
  "finalUrl": "https://www.brokerrelaycrm.com/.well-known/api-catalog",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 86289,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "d52a257143ac75190ed5733896c7dcab076445ad0a1e9f49371343902ff21ca1",
      "error": null,
      "durationMs": 71,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "e7a13ff372e43c241d7dc2f917b8a5dde154a6b968a22a9e19d01e21e0bc4321",
  "error": null,
  "durationMs": 61,
  "key": "well-known-ai-catalog",
  "url": "https://www.brokerrelaycrm.com/.well-known/ai-catalog.json",
  "finalUrl": "https://www.brokerrelaycrm.com/.well-known/ai-catalog.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 86289,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "d52a257143ac75190ed5733896c7dcab076445ad0a1e9f49371343902ff21ca1",
      "error": null,
      "durationMs": 61,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "e7a13ff372e43c241d7dc2f917b8a5dde154a6b968a22a9e19d01e21e0bc4321",
  "error": null,
  "durationMs": 61,
  "key": "well-known-agent-card",
  "url": "https://www.brokerrelaycrm.com/.well-known/agent-card.json",
  "finalUrl": "https://www.brokerrelaycrm.com/.well-known/agent-card.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 86289,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "d52a257143ac75190ed5733896c7dcab076445ad0a1e9f49371343902ff21ca1",
      "error": null,
      "durationMs": 61,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "e7a13ff372e43c241d7dc2f917b8a5dde154a6b968a22a9e19d01e21e0bc4321",
  "error": null,
  "durationMs": 55,
  "key": "well-known-agent-skills",
  "url": "https://www.brokerrelaycrm.com/.well-known/agent-skills/index.json",
  "finalUrl": "https://www.brokerrelaycrm.com/.well-known/agent-skills/index.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 86289,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "d52a257143ac75190ed5733896c7dcab076445ad0a1e9f49371343902ff21ca1",
      "error": null,
      "durationMs": 55,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-skills

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "e7a13ff372e43c241d7dc2f917b8a5dde154a6b968a22a9e19d01e21e0bc4321",
  "error": null,
  "durationMs": 35,
  "key": "well-known-skills",
  "url": "https://www.brokerrelaycrm.com/.well-known/skills/index.json",
  "finalUrl": "https://www.brokerrelaycrm.com/.well-known/skills/index.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 86289,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "d52a257143ac75190ed5733896c7dcab076445ad0a1e9f49371343902ff21ca1",
      "error": null,
      "durationMs": 35,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "e7a13ff372e43c241d7dc2f917b8a5dde154a6b968a22a9e19d01e21e0bc4321",
  "error": null,
  "durationMs": 46,
  "key": "well-known-http-message-signatures-directory",
  "url": "https://www.brokerrelaycrm.com/.well-known/http-message-signatures-directory",
  "finalUrl": "https://www.brokerrelaycrm.com/.well-known/http-message-signatures-directory",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 86289,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "d52a257143ac75190ed5733896c7dcab076445ad0a1e9f49371343902ff21ca1",
      "error": null,
      "durationMs": 46,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-x402

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "e7a13ff372e43c241d7dc2f917b8a5dde154a6b968a22a9e19d01e21e0bc4321",
  "error": null,
  "durationMs": 52,
  "key": "well-known-x402",
  "url": "https://www.brokerrelaycrm.com/.well-known/x402",
  "finalUrl": "https://www.brokerrelaycrm.com/.well-known/x402",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 86289,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "d52a257143ac75190ed5733896c7dcab076445ad0a1e9f49371343902ff21ca1",
      "error": null,
      "durationMs": 52,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-acp

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "e7a13ff372e43c241d7dc2f917b8a5dde154a6b968a22a9e19d01e21e0bc4321",
  "error": null,
  "durationMs": 47,
  "key": "well-known-acp",
  "url": "https://www.brokerrelaycrm.com/.well-known/acp.json",
  "finalUrl": "https://www.brokerrelaycrm.com/.well-known/acp.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 86289,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "d52a257143ac75190ed5733896c7dcab076445ad0a1e9f49371343902ff21ca1",
      "error": null,
      "durationMs": 47,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-ucp

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "e7a13ff372e43c241d7dc2f917b8a5dde154a6b968a22a9e19d01e21e0bc4321",
  "error": null,
  "durationMs": 46,
  "key": "well-known-ucp",
  "url": "https://www.brokerrelaycrm.com/.well-known/ucp",
  "finalUrl": "https://www.brokerrelaycrm.com/.well-known/ucp",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 86289,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "d52a257143ac75190ed5733896c7dcab076445ad0a1e9f49371343902ff21ca1",
      "error": null,
      "durationMs": 46,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### auth\-md

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "e7a13ff372e43c241d7dc2f917b8a5dde154a6b968a22a9e19d01e21e0bc4321",
  "error": null,
  "durationMs": 44,
  "key": "auth-md",
  "url": "https://www.brokerrelaycrm.com/auth.md",
  "finalUrl": "https://www.brokerrelaycrm.com/auth.md",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 86289,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "d52a257143ac75190ed5733896c7dcab076445ad0a1e9f49371343902ff21ca1",
      "error": null,
      "durationMs": 44,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page:https://www\.brokerrelaycrm\.com/blog/client\-intake\-workflow

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "7e2f756b39a9aa32e806d9acc081b0f07e8294b2b8d3506ee99ab82c4c2fa9d1",
  "error": null,
  "durationMs": 197,
  "key": "page:https://www.brokerrelaycrm.com/blog/client-intake-workflow",
  "url": "https://www.brokerrelaycrm.com/blog/client-intake-workflow",
  "finalUrl": "https://www.brokerrelaycrm.com/blog/client-intake-workflow",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 107554,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "7fe71c615cc86cd3ed73cfff22920348c0778cdcbadc30a4ac925b9de2bd91ff",
      "error": null,
      "durationMs": 197,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page:https://www\.brokerrelaycrm\.com/features

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "1693289efc52fb746ac5b03a5a5f89582d00a30f5930864af43f56cb09d8a662",
  "error": null,
  "durationMs": 263,
  "key": "page:https://www.brokerrelaycrm.com/features",
  "url": "https://www.brokerrelaycrm.com/features",
  "finalUrl": "https://www.brokerrelaycrm.com/features",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 167388,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "07ef7b71577b2abd2d4f558637c2d52c7b819ff76a6d3393de51dd589db0fb71",
      "error": null,
      "durationMs": 263,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page:https://www\.brokerrelaycrm\.com/pricing

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "535f2421759e149979430fef409914357d2e6ad0d1168894bb6e6684a907976c",
  "error": null,
  "durationMs": 227,
  "key": "page:https://www.brokerrelaycrm.com/pricing",
  "url": "https://www.brokerrelaycrm.com/pricing",
  "finalUrl": "https://www.brokerrelaycrm.com/pricing",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 142641,
  "truncated": false,
  "attempts": [
    {
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      "contentType": "text/html; charset=utf-8",
      "bodyHash": "47d6c894234eab24c106dd9d80d221f5531ef8190254d9cd3e25c80536a622ae",
      "error": null,
      "durationMs": 227,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page\-markdown:https://www\.brokerrelaycrm\.com/blog/client\-intake\-workflow

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "7e2f756b39a9aa32e806d9acc081b0f07e8294b2b8d3506ee99ab82c4c2fa9d1",
  "error": null,
  "durationMs": 46,
  "key": "page-markdown:https://www.brokerrelaycrm.com/blog/client-intake-workflow",
  "url": "https://www.brokerrelaycrm.com/blog/client-intake-workflow",
  "finalUrl": "https://www.brokerrelaycrm.com/blog/client-intake-workflow",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 107554,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "7fe71c615cc86cd3ed73cfff22920348c0778cdcbadc30a4ac925b9de2bd91ff",
      "error": null,
      "durationMs": 46,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page\-markdown:https://www\.brokerrelaycrm\.com/features

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "1693289efc52fb746ac5b03a5a5f89582d00a30f5930864af43f56cb09d8a662",
  "error": null,
  "durationMs": 52,
  "key": "page-markdown:https://www.brokerrelaycrm.com/features",
  "url": "https://www.brokerrelaycrm.com/features",
  "finalUrl": "https://www.brokerrelaycrm.com/features",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 167388,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "07ef7b71577b2abd2d4f558637c2d52c7b819ff76a6d3393de51dd589db0fb71",
      "error": null,
      "durationMs": 52,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page\-markdown:https://www\.brokerrelaycrm\.com/pricing

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "535f2421759e149979430fef409914357d2e6ad0d1168894bb6e6684a907976c",
  "error": null,
  "durationMs": 45,
  "key": "page-markdown:https://www.brokerrelaycrm.com/pricing",
  "url": "https://www.brokerrelaycrm.com/pricing",
  "finalUrl": "https://www.brokerrelaycrm.com/pricing",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 142641,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "47d6c894234eab24c106dd9d80d221f5531ef8190254d9cd3e25c80536a622ae",
      "error": null,
      "durationMs": 45,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

## Fixes

Showing 3 of 18 fixes.

### Serve Markdown at its own URL

Recoverable contribution: 12.5 points.

Score with this fix and the ones above it: 63/100.

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

````text
My website brokerrelaycrm.com scored 50/100 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: 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/brokerrelaycrm.com.md?scan=cmushcsrq00pn01o0tuedondx. 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: 73/100.

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

```text
My website brokerrelaycrm.com scored 50/100 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 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://www.brokerrelaycrm.com/: Asking the homepage for markdown still returns text/html.
- https://www.brokerrelaycrm.com/blog/client-intake-workflow: Asking the page at /blog/client-intake-workflow for markdown still returns text/html.
- https://www.brokerrelaycrm.com/features: Asking the page at /features for markdown still returns text/html.
- https://www.brokerrelaycrm.com/pricing: Asking the page at /pricing 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/brokerrelaycrm.com.md?scan=cmushcsrq00pn01o0tuedondx. 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.
```

### Add descriptions to llms\.txt

Recoverable contribution: 7.5 points.

Score with this fix and the ones above it: 80/100.

/llms\.txt lists no links, so there is nothing to describe\.

````text
My website brokerrelaycrm.com scored 50/100 on Good for Bots (Fair). Good for Bots measures one thing: whether a language model can read a site and cite it.

I need you to: describe the links in llms.txt and open the file with a summary.

The check it fails is "llms.txt is descriptive, not a bare link list", worth 7.5 points. What the scanner saw: /llms.txt lists no links, so there is nothing to describe.

A file made of `- [Docs](/docs)` and thirty more like it tells a model that this site has
pages, which it already knew. What a model needs from an index is the thing that lets it
choose: what is behind each address, and whether fetching it is worth the tokens. That is
what a note after the link does, and it is the difference between an index and a table of
contents nobody asked for.

There is nothing normative to cite here, and saying so is the honest opening move. The
llms.txt specification makes the note after a link optional and says nothing about how
many links should carry one. This is our judgement about what makes such a file
worth retrieving, and the report says as much.

The file must:

- open with a `>` blockquote summary directly under the H1, before the first `##` heading
  and before the first link line. A summary written lower down is not read as the
  summary, by this scan or by anything skimming the file top-down;
- give each link a `:` followed by a note, on the same line as the link;
- describe what is behind the link rather than restating its name. `Pricing: pricing`
  costs a line and conveys nothing.

Before and after, on the same file:

```markdown
# Acme

## Docs

- [Quickstart](/docs/quickstart.md)
- [Concepts](/docs/concepts.md)
- [Webhooks](/docs/webhooks.md)
```

```markdown
# Acme

> Acme is a hosted billing API for subscription businesses. Everything below is written
> against the v2 API; v1 reaches end of life in March.

## Docs

- [Quickstart](/docs/quickstart.md): create an account and take a first payment in about
  ten minutes, with a runnable curl example
- [Concepts](/docs/concepts.md): customers, subscriptions, invoices and proration, and
  how the four objects relate
- [Webhooks](/docs/webhooks.md): the event list, signature verification, and the retry
  schedule
```

The second file is not longer for the sake of it. A model reading it can answer "where do
I find the retry schedule" without fetching anything, and then fetch exactly one page.

One caution. The summary has to sit above everything else. A blockquote placed after the
first heading, or after the first link, reads as a note about that section rather than
about the project, and is not counted as the file's summary.

Two things about how this is measured, both of which are limits rather than rules. The
thresholds are ours and are judgement, not measurement (a quarter of the links carrying
a note starts earning credit, three in five passes), so treat them as a floor and write a
note wherever a reader would want one. And only the presence of a note is detected, never
its quality: `: docs` counts the same as a sentence that says something. Writing `: docs`
on every link would clear the check and defeat the purpose of doing it, since the file is
for a model and not for us.

One last thing about order. A site with no `/llms.txt` at all fails this check too, and
that is deliberate: marking it inapplicable would drop it out of the denominator and
quietly reward a site for having done nothing. If both this and the llms.txt check are
outstanding, do that one first. There is nothing to describe until the file exists.

The whole report, as markdown, is at https://goodforbots.com/r/brokerrelaycrm.com.md?scan=cmushcsrq00pn01o0tuedondx. 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.
````

15 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=brokerrelaycrm.com#upgrade)

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

## Structured data

```json
{
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  "@graph": [
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      "@type": "ItemPage",
      "@id": "https://goodforbots.com/r/brokerrelaycrm.com#webpage",
      "url": "https://goodforbots.com/r/brokerrelaycrm.com",
      "name": "brokerrelaycrm.com AI visibility report",
      "description": "brokerrelaycrm.com scores 50/100 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/brokerrelaycrm.com#breadcrumb"
      },
      "mainEntity": {
        "@id": "https://goodforbots.com/r/brokerrelaycrm.com#site"
      },
      "about": {
        "@id": "https://goodforbots.com/r/brokerrelaycrm.com#site"
      },
      "dateModified": "2026-10-03T14:21:41.717Z"
    },
    {
      "@type": "BreadcrumbList",
      "@id": "https://goodforbots.com/r/brokerrelaycrm.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": "SaaS & Web Apps",
          "item": "https://goodforbots.com/directory/category/saas"
        },
        {
          "@type": "ListItem",
          "position": 4,
          "name": "Broker Relay",
          "item": "https://goodforbots.com/r/brokerrelaycrm.com"
        }
      ]
    },
    {
      "@type": "WebSite",
      "@id": "https://goodforbots.com/r/brokerrelaycrm.com#site",
      "name": "Broker Relay",
      "url": "https://www.brokerrelaycrm.com",
      "description": "AI mortgage CRM with email marketing and lead follow-up tools for brokers",
      "image": "https://cdn.goodforbots.com/site-images/logo/8bcaf65c-753e-4307-98a2-30390568c1b7.webp"
    },
    {
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      "@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"
      },
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        "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"
      }
    }
  ]
}
```