# Good for Bots report: connectmachine\.ai

Website: https://www\.connectmachine\.ai
Report: https://goodforbots.com/r/connectmachine.ai
Scan: cmusiiqze022n01o0ad4780zx
Scanned at: 2026-10-03T14:54:36.869Z
Status: completed
Rubric: 0\.9\.0
Score: 72/100 (Fair)

Name: ConnectMachine

## 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\.connectmachine\.ai/

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\.connectmachine\.ai/; 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\.connectmachine\.ai/robots\.txt; scope: Acquisition of https://www\.connectmachine\.ai/; 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\.connectmachine\.ai; 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\.connectmachine\.ai/; 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\.connectmachine\.ai/; 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\.connectmachine\.ai/; 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\.connectmachine\.ai/; 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\.connectmachine\.ai/; 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\.connectmachine\.ai/; 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 agent for digital business cards, contact management, and network queries

## About this site

ConnectMachine is a digital business card application and AI networking assistant designed for individuals and teams who manage contacts and networking events\. It allows users to create multiple digital business cards for different contexts, share them via QR codes, links, or digital wallets, and scan physical paper cards using built\-in OCR\. The platform includes an AI note taker to capture meeting context and an AI concierge that enables users to query their network contacts using natural language\.

The service offers integrations with external tools through Zapier and MCP, enabling automated data sync with CRMs like Salesforce and HubSpot\. It caters to various professionals such as founders, sales representatives, real estate agents, recruiters, and consultants, providing features for contact management, follow\-up automation, and contact data export\.

## Through a bot's eyes

Written from the response GoodForBotsBot received in scan cmusiiqze022n01o0ad4780zx (2026-10-03T14:54:36.869Z), before any JavaScript ran.

### What a bot can read

A language model reading the provided homepage text, llms\.txt file, and JSON\-LD structured data learns that ConnectMachine is an AI\-powered digital business card and contact management platform\. The text covers core features including digital card creation, QR code sharing, wallet passes, business card scanning, AI meeting notes, and an AI concierge for natural language queries\. It also lists supported integrations like Zapier, MCP, Salesforce, and HubSpot, alongside specific target professions and use cases\. The provided llms\.txt provides a structured index of public pages, documentation links, tool endpoints, and use\-case categories, while the JSON\-LD schema confirms organization details, application metadata for iOS and Android, and FAQ items\. Pricing is indicated as free to start, with specific software application offers listed in the structured data\.

> ConnectMachine is an AI\-powered digital business card and contact management platform that lets users share profiles, scan paper cards, and query their network using natural language\.

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

Category: SaaS & Web Apps

Tags: Sales, Productivity, AI & Machine Learning

Platforms: astro

Hosting: cloudfront

## Site profile

Login: not established.
API: not established.
Commerce: not established.

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

Robots verdict: allowed

## Scan statistics

```json
{
  "pagesScanned": 4,
  "requestCount": 22,
  "bytesFetched": 4857665,
  "durationMs": 26155
}
```

## 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\.connectmachine\.ai
- https://www\.connectmachine\.ai/blog/business\-card\-scanner\-hubspot\-zapier/: article; homepage link, sitemap; read.
- https://www\.connectmachine\.ai/blog/: collection; homepage link, sitemap; read.
- https://www\.connectmachine\.ai/pricing/: pricing; homepage link; read.

## Score breakdown

Readable base: 40.35; agent layer: 31.25; 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": 46,
  "block1Max": 57,
  "block2Raw": 25,
  "block2Max": 40,
  "coverage": 1,
  "cappedAt": null
}
```

## Detected capabilities

llms\-txt, robots\-txt, sitemap, llms\-txt\-quality, llms\-full\-txt, schema\-org, control\-names, control\-semantics, canonical\-url, section\-links

## 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: 256 links across 12 sections\.

```json
{
  "links": 256,
  "title": "ConnectMachine",
  "errors": [],
  "sections": 12,
  "charLength": 53584,
  "hasSummary": true,
  "sectionsWithLinks": 12
}
```

### 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": 4
}
```

### 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 at least 200 URLs\.

```json
{
  "urlCount": 200,
  "documents": [
    {
      "url": "https://www.connectmachine.ai/sitemap.xml",
      "kind": "urlset",
      "urls": 200,
      "error": null,
      "valid": true,
      "children": 0,
      "compressed": false
    }
  ],
  "declaredInRobots": true
}
```

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

ID: llms-txt-quality; version: 2; kind: achievement; status: pass.
Contribution: 7.5; maximum magnitude: 7.5.

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

/llms\.txt is descriptive: a summary plus descriptions on 92% of links\.

```json
{
  "links": 256,
  "charLength": 53584,
  "hasDetails": true,
  "hasSummary": true,
  "describedLinks": 236,
  "descriptionRatio": 0.92,
  "unconventionalSeparators": 0
}
```

### Serves markdown at its own URL

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

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

llms\.txt points at 205 markdown versions of pages\.

```json
{
  "llmsFullTxt": {
    "status": 404,
    "usable": false,
    "rejected": null,
    "truncated": true,
    "byteLength": 0
  },
  "markdownLinksInLlmsTxt": 205
}
```

### 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": "Accept-Encoding",
  "pages": [
    {
      "url": "https://www.connectmachine.ai/",
      "reason": "not-markdown",
      "status": "fail",
      "summary": "Asking the homepage for markdown still returns text/html.",
      "homepage": true
    },
    {
      "url": "https://www.connectmachine.ai/blog/business-card-scanner-hubspot-zapier/",
      "reason": "not-markdown",
      "status": "fail",
      "summary": "Asking the page at /blog/business-card-scanner-hubspot-zapier/ for markdown still returns text/html.",
      "homepage": false
    },
    {
      "url": "https://www.connectmachine.ai/blog/",
      "reason": "not-markdown",
      "status": "fail",
      "summary": "Asking the page at /blog/ for markdown still returns text/html.",
      "homepage": false
    },
    {
      "url": "https://www.connectmachine.ai/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": 384437,
  "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)

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

```json
{
  "nodes": 111,
  "pages": [
    {
      "url": "https://www.connectmachine.ai/",
      "reason": "ok",
      "status": "pass",
      "summary": "The homepage describes itself to machines as Organization, ImageObject, WebSite in valid schema.org JSON-LD.",
      "homepage": true
    },
    {
      "url": "https://www.connectmachine.ai/blog/business-card-scanner-hubspot-zapier/",
      "reason": "ok",
      "status": "pass",
      "summary": "The page at /blog/business-card-scanner-hubspot-zapier/ describes itself to machines as BlogPosting, Organization, FAQPage in valid schema.org JSON-LD.",
      "homepage": false
    },
    {
      "url": "https://www.connectmachine.ai/blog/",
      "reason": "ok",
      "status": "pass",
      "summary": "The page at /blog/ describes itself to machines as BreadcrumbList, ListItem, Blog in valid schema.org JSON-LD.",
      "homepage": false
    },
    {
      "url": "https://www.connectmachine.ai/pricing/",
      "reason": "ok",
      "status": "pass",
      "summary": "The page at /pricing/ describes itself to machines as FAQPage, Question, Answer in valid schema.org JSON-LD.",
      "homepage": false
    }
  ],
  "types": [
    "Organization",
    "ImageObject",
    "WebSite",
    "SoftwareApplication",
    "Offer",
    "AggregateRating",
    "FAQPage",
    "Question",
    "Answer",
    "BlogPosting",
    "BreadcrumbList",
    "ListItem",
    "Blog"
  ],
  "blocks": 10,
  "reason": "ok",
  "contexts": [
    "https://schema.org"
  ],
  "rdfaTypes": [],
  "truncated": false,
  "validBlocks": 10,
  "brokenBlocks": [],
  "unknownTypes": [],
  "pagesExamined": 4,
  "skippedBlocks": 0,
  "topLevelNodes": 10,
  "microdataTypes": [],
  "missingProperties": [],
  "unnamedTopLevelTypes": [
    "FAQPage",
    "BreadcrumbList"
  ]
}
```

### 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)

2 of 4 pages read pass; 2 partly\. The page at /blog/ is partly structured: The outline jumps from h1 to h3, which the standard forbids\.

```json
{
  "gaps": [],
  "pages": [
    {
      "url": "https://www.connectmachine.ai/",
      "reason": "structured",
      "status": "pass",
      "summary": "The homepage marks its content root, its heading outline and its landmarks.",
      "homepage": true
    },
    {
      "url": "https://www.connectmachine.ai/blog/business-card-scanner-hubspot-zapier/",
      "reason": "structured",
      "status": "pass",
      "summary": "The page at /blog/business-card-scanner-hubspot-zapier/ marks its content root, its heading outline and its landmarks.",
      "homepage": false
    },
    {
      "url": "https://www.connectmachine.ai/blog/",
      "reason": "partly-structured",
      "status": "warn",
      "summary": "The page at /blog/ is partly structured: The outline jumps from h1 to h3, which the standard forbids.",
      "homepage": false
    },
    {
      "url": "https://www.connectmachine.ai/pricing/",
      "reason": "partly-structured",
      "status": "warn",
      "summary": "The page at /pricing/ is partly structured: The outline jumps from h1 to h3, which the standard forbids.",
      "homepage": false
    }
  ],
  "roots": [
    {
      "words": 1562,
      "source": "element",
      "hierarchicallyCorrect": true
    }
  ],
  "reason": "partly-structured",
  "h1Count": 1,
  "headings": [
    {
      "text": "Your card. Their contacts.Zero friction.",
      "empty": false,
      "level": 1
    },
    {
      "text": "The part nobody else does.",
      "empty": false,
      "level": 2
    },
    {
      "text": "You meet",
      "empty": false,
      "level": 3
    },
    {
      "text": "It remembers",
      "empty": false,
      "level": 3
    },
    {
      "text": "You follow up",
      "empty": false,
      "level": 3
    },
    {
      "text": "Ask your network a question.",
      "empty": false,
      "level": 2
    },
    {
      "text": "AI Concierge",
      "empty": false,
      "level": 3
    },
    {
      "text": "AI note taker",
      "empty": false,
      "level": 3
    },
    {
      "text": "Follow-up autopilot",
      "empty": false,
      "level": 3
    },
    {
      "text": "A card for the client. Another for the gym.",
      "empty": false,
      "level": 2
    },
    {
      "text": "Connects to the tools your work already runs on.",
      "empty": false,
      "level": 2
    },
    {
      "text": "The digital business card, reinvented as an AI networking assistant.",
      "empty": false,
      "level": 2
    },
    {
      "text": "Speaks the language wherever you network.",
      "empty": false,
      "level": 2
    },
    {
      "text": "Built for every kind of networking moment.",
      "empty": false,
      "level": 2
    },
    {
      "text": "Digital Business Card",
      "empty": false,
      "level": 3
    },
    {
      "text": "QR Business Card",
      "empty": false,
      "level": 3
    },
    {
      "text": "Business Card Scanner",
      "empty": false,
      "level": 3
    },
    {
      "text": "AI Meeting Notes",
      "empty": false,
      "level": 3
    },
    {
      "text": "Contact Manager",
      "empty": false,
      "level": 3
    },
    {
      "text": "Team Business Cards",
      "empty": false,
      "level": 3
    },
    {
      "text": "Follow Up After Events",
      "empty": false,
      "level": 3
    },
    {
      "text": "Export to CRM",
      "empty": false,
      "level": 3
    },
    {
      "text": "Yours. Obviously yours.",
      "empty": false,
      "level": 2
    },
    {
      "text": "No ad tech, ever",
      "empty": false,
      "level": 3
    },
    {
      "text": "Your data, exportable",
      "empty": false,
      "level": 3
    },
    {
      "text": "Encrypted at rest",
      "empty": false,
      "level": 3
    },
    {
      "text": "Delete means delete",
      "empty": false,
      "level": 3
    },
    {
      "text": "Real Feedback. Real Impact.",
      "empty": false,
      "level": 2
    },
    {
      "text": "“Acurate OCR, listen to users and a keeper”",
      "empty": false,
      "level": 3
    },
    {
      "text": "“Its not just a card reader , its a complete contact management system”",
      "empty": false,
      "level": 3
    },
    {
      "text": "“Solid Tool for Networking”",
      "empty": false,
      "level": 3
    },
    {
      "text": "“Practical and Effective”",
      "empty": false,
      "level": 3
    },
    {
      "text": "“Genuinely impressed”",
      "empty": false,
      "level": 3
    },
    {
      "text": "“Simple and nice. Love the iOS features.”",
      "empty": false,
      "level": 3
    },
    {
      "text": "“Useful for Tracking New Connections”",
      "empty": false,
      "level": 3
    },
    {
      "text": "“I love this”",
      "empty": false,
      "level": 3
    },
    {
      "text": "“Great app for contacts and calendars with AI”",
      "empty": false,
      "level": 3
    },
    {
      "text": "“Essential Tool for Conferences and Business Development”",
      "empty": false,
      "level": 3
    },
    {
      "text": "“Great product with a responsive team”",
      "empty": false,
      "level": 3
    },
    {
      "text": "Good questions, short answers.",
      "empty": false,
      "level": 2
    },
    {
      "text": "Featured on",
      "empty": false,
      "level": 2
    },
    {
      "text": "The next person you meet is worth remembering.",
      "empty": false,
      "level": 2
    },
    {
      "text": "Let’s create yourDigital Business Card",
      "empty": false,
      "level": 2
    },
    {
      "text": "Product",
      "empty": false,
      "level": 3
    },
    {
      "text": "Tools",
      "empty": false,
      "level": 3
    },
    {
      "text": "Use Cases",
      "empty": false,
      "level": 3
    },
    {
      "text": "By Profession",
      "empty": false,
      "level": 3
    },
    {
      "text": "By Industry",
      "empty": false,
      "level": 3
    },
    {
      "text": "Compare",
      "empty": false,
      "level": 3
    },
    {
      "text": "Company",
      "empty": false,
      "level": 3
    }
  ],
  "bodyWords": 2060,
  "landmarks": [
    {
      "role": "banner",
      "named": false,
      "source": "native",
      "element": "header"
    },
    {
      "role": "navigation",
      "named": true,
      "source": "native",
      "element": "nav"
    },
    {
      "role": "region",
      "named": true,
      "source": "native",
      "element": "section"
    },
    {
      "role": "contentinfo",
      "named": false,
      "source": "native",
      "element": "footer"
    }
  ],
  "textRatio": 0.034,
  "truncated": false,
  "articleCount": 11,
  "contentWords": 1616,
  "headingCount": 50,
  "headingSkips": [],
  "requirements": {
    "landmarks": true,
    "contentRoot": true,
    "headingOutline": true
  },
  "landmarkRoles": [
    "banner",
    "contentinfo",
    "navigation",
    "region"
  ],
  "hiddenMainCount": 0,
  "textComposition": {
    "words": {
      "main": 1531,
      "other": 54,
      "footer": 187,
      "header": 2,
      "navigation": 255
    },
    "shares": {
      "main": 0.7545588960078856,
      "other": 0.02661409561360276,
      "footer": 0.09216362740266142,
      "header": 0.0009857072449482504,
      "navigation": 0.1256776737309019
    },
    "version": 1,
    "truncated": false,
    "totalWords": 2029,
    "analysisLimited": false,
    "mainRegionCount": 1,
    "wordsBeforeMain": 311
  },
  "emptyHeadingCount": 0,
  "misnestedMainCount": 0
}
```

### Navigation links expose usable destinations

ID: crawlable-navigation; version: 2; kind: achievement; status: warn.
Contribution: 4.385964912280701; maximum magnitude: 8.771929824561402.

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

36 of 37 assessed homepage navigation links expose usable destinations\.

```json
{
  "good": 36,
  "page": "homepage",
  "total": 37,
  "reason": "observed-gaps",
  "limited": false,
  "examples": [
    {
      "id": "",
      "href": "/#pricing",
      "issue": "missing-section",
      "element": "a"
    }
  ],
  "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)

301 of 301 assessed homepage links and buttons have a nonempty accessible name\.

```json
{
  "good": 301,
  "page": "homepage",
  "total": 301,
  "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)

306 of 306 assessed homepage controls and role declarations meet the static role, state and relationship checks\.

```json
{
  "good": 306,
  "page": "homepage",
  "total": 306,
  "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)

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

```json
{
  "pages": [
    {
      "url": "https://www.connectmachine.ai/",
      "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.connectmachine.ai/blog/business-card-scanner-hubspot-zapier/",
      "reason": "markdown-alternate",
      "status": "pass",
      "summary": "The page at /blog/business-card-scanner-hubspot-zapier/ points at a markdown version of itself through the page markup.",
      "homepage": false
    },
    {
      "url": "https://www.connectmachine.ai/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://www.connectmachine.ai/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": 18,
  "ambientOnly": [
    "canonical",
    "icon",
    "apple-touch-icon",
    "manifest",
    "preload",
    "stylesheet"
  ],
  "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.connectmachine.ai/",
      "reason": "declared",
      "status": "pass",
      "summary": "The homepage declares itself as its canonical URL.",
      "homepage": true
    },
    {
      "url": "https://www.connectmachine.ai/blog/business-card-scanner-hubspot-zapier/",
      "reason": "declared",
      "status": "pass",
      "summary": "The page at /blog/business-card-scanner-hubspot-zapier/ declares itself as its canonical URL.",
      "homepage": false
    },
    {
      "url": "https://www.connectmachine.ai/blog/",
      "reason": "declared",
      "status": "pass",
      "summary": "The page at /blog/ declares itself as its canonical URL.",
      "homepage": false
    },
    {
      "url": "https://www.connectmachine.ai/pricing/",
      "reason": "declared",
      "status": "pass",
      "summary": "The page at /pricing/ declares itself as its canonical URL.",
      "homepage": false
    }
  ],
  "reason": "declared",
  "target": "https://www.connectmachine.ai/",
  "readings": [
    {
      "url": "https://www.connectmachine.ai/",
      "target": "https://www.connectmachine.ai/",
      "relative": false,
      "crossHost": false,
      "truncated": false,
      "duplicates": 0,
      "declarations": [
        {
          "url": "https://www.connectmachine.ai/",
          "href": "https://www.connectmachine.ai/",
          "source": "head"
        }
      ],
      "selfReference": true,
      "invalidDeclarations": 0
    },
    {
      "url": "https://www.connectmachine.ai/blog/business-card-scanner-hubspot-zapier/",
      "target": "https://www.connectmachine.ai/blog/business-card-scanner-hubspot-zapier/",
      "relative": false,
      "crossHost": false,
      "truncated": false,
      "duplicates": 0,
      "declarations": [
        {
          "url": "https://www.connectmachine.ai/blog/business-card-scanner-hubspot-zapier/",
          "href": "https://www.connectmachine.ai/blog/business-card-scanner-hubspot-zapier/",
          "source": "head"
        }
      ],
      "selfReference": true,
      "invalidDeclarations": 0
    },
    {
      "url": "https://www.connectmachine.ai/blog/",
      "target": "https://www.connectmachine.ai/blog/",
      "relative": false,
      "crossHost": false,
      "truncated": false,
      "duplicates": 0,
      "declarations": [
        {
          "url": "https://www.connectmachine.ai/blog/",
          "href": "https://www.connectmachine.ai/blog/",
          "source": "head"
        }
      ],
      "selfReference": true,
      "invalidDeclarations": 0
    },
    {
      "url": "https://www.connectmachine.ai/pricing/",
      "target": "https://www.connectmachine.ai/pricing/",
      "relative": false,
      "crossHost": false,
      "truncated": false,
      "duplicates": 0,
      "declarations": [
        {
          "url": "https://www.connectmachine.ai/pricing/",
          "href": "https://www.connectmachine.ai/pricing/",
          "source": "head"
        }
      ],
      "selfReference": true,
      "invalidDeclarations": 0
    }
  ],
  "relative": false,
  "crossHost": false,
  "truncated": false,
  "duplicates": 0,
  "declarations": [
    {
      "url": "https://www.connectmachine.ai/",
      "href": "https://www.connectmachine.ai/",
      "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)

3 of 4 pages read pass\. The homepage has 2 of 11 section links pointing at no element on the page\.

```json
{
  "pages": [
    {
      "url": "https://www.connectmachine.ai/",
      "reason": "missing-targets",
      "status": "fail",
      "summary": "The homepage has 2 of 11 section links pointing at no element on the page.",
      "homepage": true
    },
    {
      "url": "https://www.connectmachine.ai/blog/business-card-scanner-hubspot-zapier/",
      "reason": "working",
      "status": "pass",
      "summary": "The page at /blog/business-card-scanner-hubspot-zapier/ has 21 section links, and every one reaches an element on the page.",
      "homepage": false
    },
    {
      "url": "https://www.connectmachine.ai/blog/",
      "reason": "working",
      "status": "pass",
      "summary": "The page at /blog/ has 1 section link, and every one reaches an element on the page.",
      "homepage": false
    },
    {
      "url": "https://www.connectmachine.ai/pricing/",
      "reason": "working",
      "status": "pass",
      "summary": "The page at /pricing/ has 2 section links, and every one reaches an element on the page.",
      "homepage": false
    }
  ],
  "reason": "working",
  "readings": [
    {
      "top": 0,
      "url": "https://www.connectmachine.ai/",
      "working": 9,
      "assessed": 11,
      "examples": [
        {
          "href": "/#pricing",
          "text": "See pricing",
          "issue": "missing-target"
        },
        {
          "href": "/#pricing",
          "text": "Pricing",
          "issue": "missing-target"
        }
      ],
      "truncated": false,
      "baseElsewhere": 0,
      "missingTarget": 2,
      "textDirectives": 0,
      "scriptAddresses": 0
    },
    {
      "top": 1,
      "url": "https://www.connectmachine.ai/blog/business-card-scanner-hubspot-zapier/",
      "working": 21,
      "assessed": 21,
      "examples": [],
      "truncated": false,
      "baseElsewhere": 0,
      "missingTarget": 0,
      "textDirectives": 0,
      "scriptAddresses": 0
    },
    {
      "top": 1,
      "url": "https://www.connectmachine.ai/blog/",
      "working": 1,
      "assessed": 1,
      "examples": [],
      "truncated": false,
      "baseElsewhere": 0,
      "missingTarget": 0,
      "textDirectives": 0,
      "scriptAddresses": 0
    },
    {
      "top": 1,
      "url": "https://www.connectmachine.ai/pricing/",
      "working": 2,
      "assessed": 2,
      "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.connectmachine.ai/",
  "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 1616 content words; completeness is not assessed\.

```json
{
  "reason": "text-observed",
  "bodyWords": 2060,
  "truncated": false,
  "scriptCount": 10,
  "contentWords": 1616,
  "markupLength": 384437,
  "passWordThreshold": 120,
  "hasNoscriptFallback": true,
  "nontextElementCount": 792
}
```

### 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.connectmachine.ai/",
  "requestedUrl": "https://www.connectmachine.ai"
}
```

### 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": "ConnectMachine, AI agent for cards, contacts & networking",
  "titleCount": 1,
  "description": "Your AI agent for private digital cards and contact management. Query your network in natural language. Connect with the right people, effortlessly.",
  "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.connectmachine.ai/",
  "redirects": 0,
  "threshold": 2,
  "requestedUrl": "https://www.connectmachine.ai"
}
```

### 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 837 ms\.

```json
{
  "durationMs": 837,
  "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.connectmachine.ai/.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.connectmachine.ai/.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.connectmachine.ai/.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.connectmachine.ai/",
      "secure": true,
      "usable": 0,
      "truncated": false,
      "references": 0,
      "parseErrors": 0,
      "declarations": 0
    },
    {
      "key": "page:https://www.connectmachine.ai/blog/business-card-scanner-hubspot-zapier/",
      "url": "https://www.connectmachine.ai/blog/business-card-scanner-hubspot-zapier/",
      "secure": true,
      "usable": 0,
      "truncated": false,
      "references": 0,
      "parseErrors": 0,
      "declarations": 0
    },
    {
      "key": "page:https://www.connectmachine.ai/blog/",
      "url": "https://www.connectmachine.ai/blog/",
      "secure": true,
      "usable": 0,
      "truncated": false,
      "references": 0,
      "parseErrors": 0,
      "declarations": 0
    },
    {
      "key": "page:https://www.connectmachine.ai/pricing/",
      "url": "https://www.connectmachine.ai/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",
    "redirected",
    "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.connectmachine.ai/.well-known/http-message-signatures-directory/",
    "redirects": 1,
    "contentType": null
  },
  "extraMembers": [],
  "signatureAgent": "https://www.connectmachine.ai"
}
```

### 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.connectmachine.ai/.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": "93ca0e063334ddd231a7de4407f0ca38bc8d31a73938d48c73145b509a95d453",
  "error": null,
  "durationMs": 140,
  "key": "robots",
  "url": "https://www.connectmachine.ai/robots.txt",
  "finalUrl": "https://www.connectmachine.ai/robots.txt",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 141,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/plain; charset=utf-8",
      "bodyHash": "93ca0e063334ddd231a7de4407f0ca38bc8d31a73938d48c73145b509a95d453",
      "error": null,
      "durationMs": 140,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### homepage

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "be1bf63b8feee644318a8529d488a73d342a678a2fbc5d84acfc35478785d6db",
  "error": null,
  "durationMs": 837,
  "key": "homepage",
  "url": "https://www.connectmachine.ai",
  "finalUrl": "https://www.connectmachine.ai/",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 384635,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "548be030699c9297b7196bc8a59ef55106e1fa1ea42193a2b3e2a98d0446c506",
      "error": null,
      "durationMs": 837,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### llms\-txt

```json
{
  "status": 200,
  "contentType": "text/plain; charset=utf-8",
  "bodyHash": "6f5d05034b3e17e6ae61d06838744b7e66126b6c3092a6b3bf2b52a5e1c6ced6",
  "error": null,
  "durationMs": 511,
  "key": "llms-txt",
  "url": "https://www.connectmachine.ai/llms.txt",
  "finalUrl": "https://www.connectmachine.ai/llms.txt",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 53592,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/plain; charset=utf-8",
      "bodyHash": "e86317f1690b23cc6f608815050dea29a6bb5a36f2404be33e5de19c7fbf6879",
      "error": null,
      "durationMs": 511,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### llms\-full\-txt

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "6bb3c945db591e2ee3f7ec621badbb59007d5ec95c1fe0c30a3ea9ad637bf254",
  "error": null,
  "durationMs": 436,
  "key": "llms-full-txt",
  "url": "https://www.connectmachine.ai/llms-full.txt",
  "finalUrl": "https://www.connectmachine.ai/llms-full.txt",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 65536,
  "truncated": true,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "9358475502b8e1181ddaf0079b98fd81db7aa32501a5812e62119ce41ae31c73",
      "error": null,
      "durationMs": 436,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### markdown\-negotiation

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "be1bf63b8feee644318a8529d488a73d342a678a2fbc5d84acfc35478785d6db",
  "error": null,
  "durationMs": 49,
  "key": "markdown-negotiation",
  "url": "https://www.connectmachine.ai",
  "finalUrl": "https://www.connectmachine.ai/",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 384635,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "548be030699c9297b7196bc8a59ef55106e1fa1ea42193a2b3e2a98d0446c506",
      "error": null,
      "durationMs": 49,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### sitemap:https://www\.connectmachine\.ai/sitemap\.xml

```json
{
  "status": 200,
  "contentType": "application/xml; charset=utf-8",
  "bodyHash": "a027376eb214b9098effb4dce13dfc112f791c86ac9cb833bbc0611a92245c5a",
  "error": null,
  "durationMs": 1102,
  "key": "sitemap:https://www.connectmachine.ai/sitemap.xml",
  "url": "https://www.connectmachine.ai/sitemap.xml",
  "finalUrl": "https://www.connectmachine.ai/sitemap.xml",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 1532820,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "application/xml; charset=utf-8",
      "bodyHash": "d5f40150bc44b69df49a1a444457e75c119f7a2feb959fc334bec1418e4148eb",
      "error": null,
      "durationMs": 1102,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "60226d370f2e4b660988e1773aada7963adb6cccffbce3262de6dc1170a513f5",
  "error": null,
  "durationMs": 416,
  "key": "well-known-api-catalog",
  "url": "https://www.connectmachine.ai/.well-known/api-catalog",
  "finalUrl": "https://www.connectmachine.ai/.well-known/api-catalog/",
  "rung": "direct",
  "redirects": 1,
  "byteLength": 113086,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "9358475502b8e1181ddaf0079b98fd81db7aa32501a5812e62119ce41ae31c73",
      "error": null,
      "durationMs": 416,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "60226d370f2e4b660988e1773aada7963adb6cccffbce3262de6dc1170a513f5",
  "error": null,
  "durationMs": 425,
  "key": "well-known-ai-catalog",
  "url": "https://www.connectmachine.ai/.well-known/ai-catalog.json",
  "finalUrl": "https://www.connectmachine.ai/.well-known/ai-catalog.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 113086,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "9358475502b8e1181ddaf0079b98fd81db7aa32501a5812e62119ce41ae31c73",
      "error": null,
      "durationMs": 425,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "60226d370f2e4b660988e1773aada7963adb6cccffbce3262de6dc1170a513f5",
  "error": null,
  "durationMs": 476,
  "key": "well-known-agent-card",
  "url": "https://www.connectmachine.ai/.well-known/agent-card.json",
  "finalUrl": "https://www.connectmachine.ai/.well-known/agent-card.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 113086,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "9358475502b8e1181ddaf0079b98fd81db7aa32501a5812e62119ce41ae31c73",
      "error": null,
      "durationMs": 476,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "60226d370f2e4b660988e1773aada7963adb6cccffbce3262de6dc1170a513f5",
  "error": null,
  "durationMs": 1103,
  "key": "well-known-agent-skills",
  "url": "https://www.connectmachine.ai/.well-known/agent-skills/index.json",
  "finalUrl": "https://www.connectmachine.ai/.well-known/agent-skills/index.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 113086,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "9358475502b8e1181ddaf0079b98fd81db7aa32501a5812e62119ce41ae31c73",
      "error": null,
      "durationMs": 1103,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-skills

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "60226d370f2e4b660988e1773aada7963adb6cccffbce3262de6dc1170a513f5",
  "error": null,
  "durationMs": 419,
  "key": "well-known-skills",
  "url": "https://www.connectmachine.ai/.well-known/skills/index.json",
  "finalUrl": "https://www.connectmachine.ai/.well-known/skills/index.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 113086,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "9358475502b8e1181ddaf0079b98fd81db7aa32501a5812e62119ce41ae31c73",
      "error": null,
      "durationMs": 419,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

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

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "60226d370f2e4b660988e1773aada7963adb6cccffbce3262de6dc1170a513f5",
  "error": null,
  "durationMs": 476,
  "key": "well-known-http-message-signatures-directory",
  "url": "https://www.connectmachine.ai/.well-known/http-message-signatures-directory",
  "finalUrl": "https://www.connectmachine.ai/.well-known/http-message-signatures-directory/",
  "rung": "direct",
  "redirects": 1,
  "byteLength": 113086,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "9358475502b8e1181ddaf0079b98fd81db7aa32501a5812e62119ce41ae31c73",
      "error": null,
      "durationMs": 476,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-x402

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "60226d370f2e4b660988e1773aada7963adb6cccffbce3262de6dc1170a513f5",
  "error": null,
  "durationMs": 421,
  "key": "well-known-x402",
  "url": "https://www.connectmachine.ai/.well-known/x402",
  "finalUrl": "https://www.connectmachine.ai/.well-known/x402/",
  "rung": "direct",
  "redirects": 1,
  "byteLength": 113086,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "9358475502b8e1181ddaf0079b98fd81db7aa32501a5812e62119ce41ae31c73",
      "error": null,
      "durationMs": 421,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-acp

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "60226d370f2e4b660988e1773aada7963adb6cccffbce3262de6dc1170a513f5",
  "error": null,
  "durationMs": 381,
  "key": "well-known-acp",
  "url": "https://www.connectmachine.ai/.well-known/acp.json",
  "finalUrl": "https://www.connectmachine.ai/.well-known/acp.json",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 113086,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "9358475502b8e1181ddaf0079b98fd81db7aa32501a5812e62119ce41ae31c73",
      "error": null,
      "durationMs": 381,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### well\-known\-ucp

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "60226d370f2e4b660988e1773aada7963adb6cccffbce3262de6dc1170a513f5",
  "error": null,
  "durationMs": 411,
  "key": "well-known-ucp",
  "url": "https://www.connectmachine.ai/.well-known/ucp",
  "finalUrl": "https://www.connectmachine.ai/.well-known/ucp/",
  "rung": "direct",
  "redirects": 1,
  "byteLength": 113086,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "9358475502b8e1181ddaf0079b98fd81db7aa32501a5812e62119ce41ae31c73",
      "error": null,
      "durationMs": 411,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### auth\-md

```json
{
  "status": 404,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "60226d370f2e4b660988e1773aada7963adb6cccffbce3262de6dc1170a513f5",
  "error": null,
  "durationMs": 386,
  "key": "auth-md",
  "url": "https://www.connectmachine.ai/auth.md",
  "finalUrl": "https://www.connectmachine.ai/auth.md",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 113086,
  "truncated": false,
  "attempts": [
    {
      "status": 404,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "9358475502b8e1181ddaf0079b98fd81db7aa32501a5812e62119ce41ae31c73",
      "error": null,
      "durationMs": 386,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page:https://www\.connectmachine\.ai/blog/business\-card\-scanner\-hubspot\-zapier/

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "720cd16905d9b41d4cf0128823b757289db672a97307f4cb3282f3489dd01abb",
  "error": null,
  "durationMs": 749,
  "key": "page:https://www.connectmachine.ai/blog/business-card-scanner-hubspot-zapier/",
  "url": "https://www.connectmachine.ai/blog/business-card-scanner-hubspot-zapier/",
  "finalUrl": "https://www.connectmachine.ai/blog/business-card-scanner-hubspot-zapier/",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 203258,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "d46f3d05d27b87eb5d9d815402a211e1f6b0b12cab98d2d360694c9f67650856",
      "error": null,
      "durationMs": 749,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page:https://www\.connectmachine\.ai/blog/

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "689d2e4ff34b1660265e9deb9c1be79b6366624fcba1a8fcf2464ff984b92bbd",
  "error": null,
  "durationMs": 803,
  "key": "page:https://www.connectmachine.ai/blog/",
  "url": "https://www.connectmachine.ai/blog/",
  "finalUrl": "https://www.connectmachine.ai/blog/",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 246142,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "ad68b30fed46a32650ea2da1a82666f7a95c9ed3e3babb30c930735192c00ad3",
      "error": null,
      "durationMs": 803,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page:https://www\.connectmachine\.ai/pricing/

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "c24d647a4919d686fac8a9aa808a91901d9b1e1a8b23cfc966ed6f6f59c5d661",
  "error": null,
  "durationMs": 817,
  "key": "page:https://www.connectmachine.ai/pricing/",
  "url": "https://www.connectmachine.ai/pricing/",
  "finalUrl": "https://www.connectmachine.ai/pricing/",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 203323,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "e5e86daec6dfd5afead7d10b1620fe10bf01b312e5552431dacbd0bf2ba51879",
      "error": null,
      "durationMs": 817,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page\-markdown:https://www\.connectmachine\.ai/blog/business\-card\-scanner\-hubspot\-zapier/

```json
{
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  "contentType": "text/html; charset=utf-8",
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  "error": null,
  "durationMs": 46,
  "key": "page-markdown:https://www.connectmachine.ai/blog/business-card-scanner-hubspot-zapier/",
  "url": "https://www.connectmachine.ai/blog/business-card-scanner-hubspot-zapier/",
  "finalUrl": "https://www.connectmachine.ai/blog/business-card-scanner-hubspot-zapier/",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 203258,
  "truncated": false,
  "attempts": [
    {
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      "contentType": "text/html; charset=utf-8",
      "bodyHash": "d46f3d05d27b87eb5d9d815402a211e1f6b0b12cab98d2d360694c9f67650856",
      "error": null,
      "durationMs": 46,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page\-markdown:https://www\.connectmachine\.ai/blog/

```json
{
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  "contentType": "text/html; charset=utf-8",
  "bodyHash": "689d2e4ff34b1660265e9deb9c1be79b6366624fcba1a8fcf2464ff984b92bbd",
  "error": null,
  "durationMs": 46,
  "key": "page-markdown:https://www.connectmachine.ai/blog/",
  "url": "https://www.connectmachine.ai/blog/",
  "finalUrl": "https://www.connectmachine.ai/blog/",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 246142,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "ad68b30fed46a32650ea2da1a82666f7a95c9ed3e3babb30c930735192c00ad3",
      "error": null,
      "durationMs": 46,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

### page\-markdown:https://www\.connectmachine\.ai/pricing/

```json
{
  "status": 200,
  "contentType": "text/html; charset=utf-8",
  "bodyHash": "c24d647a4919d686fac8a9aa808a91901d9b1e1a8b23cfc966ed6f6f59c5d661",
  "error": null,
  "durationMs": 46,
  "key": "page-markdown:https://www.connectmachine.ai/pricing/",
  "url": "https://www.connectmachine.ai/pricing/",
  "finalUrl": "https://www.connectmachine.ai/pricing/",
  "rung": "direct",
  "redirects": 0,
  "byteLength": 203323,
  "truncated": false,
  "attempts": [
    {
      "status": 200,
      "contentType": "text/html; charset=utf-8",
      "bodyHash": "e5e86daec6dfd5afead7d10b1620fe10bf01b312e5552431dacbd0bf2ba51879",
      "error": null,
      "durationMs": 46,
      "rung": "direct",
      "reason": null
    }
  ]
}
```

## Fixes

Showing 3 of 16 fixes.

### Serve Markdown when asked for it

Recoverable contribution: 10 points.

Score with this fix and the ones above it: 82/100.

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

```text
My website connectmachine.ai scored 72/100 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.connectmachine.ai/: Asking the homepage for markdown still returns text/html.
- https://www.connectmachine.ai/blog/business-card-scanner-hubspot-zapier/: Asking the page at /blog/business-card-scanner-hubspot-zapier/ for markdown still returns text/html.
- https://www.connectmachine.ai/blog/: Asking the page at /blog/ for markdown still returns text/html.
- https://www.connectmachine.ai/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/connectmachine.ai.md?scan=cmusiiqze022n01o0ad4780zx. 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: 5.26 points.

Score with this fix and the ones above it: 87/100.

2 of 4 pages read pass; 2 partly\. The page at /blog/ is partly structured: The outline jumps from h1 to h3, which the standard forbids\.

````text
My website connectmachine.ai scored 72/100 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 only partly passes is "Content is marked up so a reader can find it", with 5.26 points of it still on the table. What the scanner saw: 2 of 4 pages read pass; 2 partly. The page at /blog/ is partly structured: The outline jumps from h1 to h3, which the standard forbids.

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.connectmachine.ai/blog/: The page at /blog/ is partly structured: The outline jumps from h1 to h3, which the standard forbids.
- https://www.connectmachine.ai/pricing/: The page at /pricing/ is partly structured: The outline jumps from h1 to h3, which the standard forbids.

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/connectmachine.ai.md?scan=cmusiiqze022n01o0ad4780zx. 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: 92/100.

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

````text
My website connectmachine.ai scored 72/100 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/connectmachine.ai.md?scan=cmusiiqze022n01o0ad4780zx. 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=connectmachine.ai#upgrade)

Deployed your fixes? [Rescan to update your score](https://goodforbots.com/r/connectmachine.ai#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/connectmachine.ai#webpage",
      "url": "https://goodforbots.com/r/connectmachine.ai",
      "name": "connectmachine.ai AI visibility report",
      "description": "connectmachine.ai scores 72/100 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/connectmachine.ai#breadcrumb"
      },
      "mainEntity": {
        "@id": "https://goodforbots.com/r/connectmachine.ai#site"
      },
      "about": {
        "@id": "https://goodforbots.com/r/connectmachine.ai#site"
      },
      "dateModified": "2026-10-03T14:54:36.869Z"
    },
    {
      "@type": "BreadcrumbList",
      "@id": "https://goodforbots.com/r/connectmachine.ai#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": "ConnectMachine",
          "item": "https://goodforbots.com/r/connectmachine.ai"
        }
      ]
    },
    {
      "@type": "WebSite",
      "@id": "https://goodforbots.com/r/connectmachine.ai#site",
      "name": "ConnectMachine",
      "url": "https://www.connectmachine.ai",
      "description": "AI agent for digital business cards, contact management, and network queries",
      "image": "https://cdn.goodforbots.com/site-images/logo/c1f60a0c-2ea1-44a7-8be1-2da5d569bf57.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"
      }
    }
  ]
}
```