1. Crawl Summary

pass

Fetched 7 of 7 pages successfully

Target: https://google.com

Evidence

{
  "pages": [
    {
      "url": "https://google.com",
      "bytes": 80629,
      "status": 200,
      "fetchMs": 117
    },
    {
      "url": "https://google.com/intl/en/about.html",
      "bytes": 153094,
      "status": 200,
      "fetchMs": 332
    },
    {
      "url": "https://google.com/advanced_search?hl=en&authuser=0",
      "bytes": 284760,
      "status": 200,
      "fetchMs": 134
    },
    {
      "url": "https://google.com/intl/en/ads/",
      "bytes": 419968,
      "status": 200,
      "fetchMs": 399
    },
    {
      "url": "https://google.com/services/",
      "bytes": 293933,
      "status": 200,
      "fetchMs": 382
    },
    {
      "url": "https://google.com/intl/en/policies/privacy/",
      "bytes": 1425,
      "status": 200,
      "fetchMs": 65
    },
    {
      "url": "https://google.com/intl/en/policies/terms/",
      "bytes": 1369,
      "status": 200,
      "fetchMs": 63
    }
  ],
  "origin": "https://google.com",
  "target": "https://google.com"
}

P5

2. Data Found

Data Point	Found?	Source	Notes
Pricing	No	—	—
Customer logos	No	—	—
Social proof	No	—	—
Recent launches	No	—	—
Blog post activity	No	—	—
New hires	No	—	Often only on a /blog/team or LinkedIn page
Headline copy	No	—	—
Positioning	No	—	—
Executive team	Yes	About/team page	https://google.com/intl/en/about.html
Product/service descriptions	Yes	Navigation links	https://google.com/services/
Case studies or testimonials	No	—	—
Contact/demo/signup paths	No	—	—

3. Homepage Audit

fail
Missing H1
No `<h1>` element found. LLMs use the H1 as the strongest signal of what the page is about.
P1
fail
Content volume: 12 words
Very thin content. AI models need substantive text to understand and recommend your site.
Evidence
```
{
  "wordCount": 12
}
```
P1
fail
Open Graph: missing title, description, image
P3
warn
Short `<title>` (6 chars)
Aim for 30–60 chars. Lead with brand or product, then value prop.
Evidence
```
{
  "title": "Google"
}
```
P3
warn
Missing canonical link
Add `<link rel="canonical" href="https://your-domain">` to prevent dup-content confusion.
P3
warn
No Twitter Card tags
Add twitter:card, twitter:title, twitter:description, twitter:image for richer previews in social and AI agent surfaces.
P3
fail
Heading structure: 0 (h1:0, h2:0, h3:0)
Few headings make it hard for AI to understand sectioning. Use h2/h3 to label each section.
Evidence
```
{
  "h1": 0,
  "h2": 0,
  "h3": 0
}
```
P3
warn
Favicon missing
Add `<link rel="icon" href="/favicon.ico">` (and an apple-touch-icon) so AI citation cards have a brand mark.
P4
pass
Homepage fetched successfully
HTTP 200 · 80629 bytes · 117ms
Evidence
```
{
  "bytes": 80629,
  "status": 200,
  "fetchMs": 117
}
```
P5
pass
Page load time: 0.12s
Fast — well within AI crawler budgets.
Evidence
```
{
  "fetchMs": 117
}
```
P5
pass
<html lang="en"> declared
Evidence
```
{
  "lang": "en"
}
```
P5

pass

Meta description present (159 chars)

Evidence

{
  "description": "Search the world's information, including webpages, images, videos and more. Google has many special features to help you find exactly what you're looking for."
}

P5

pass
Critical content is server-rendered
Raw and rendered text are within 0% of each other.
Evidence
```
{
  "ratio": 0.0013476554758412938,
  "rawTextLen": 75687,
  "renderedTextLen": 102
}
```
P5
pass
Alt text coverage: 100%
1/1 images have alt text.
P5
pass
Internal links: 6
6 internal + 4 external links help crawlers navigate.
Evidence
```
{
  "external": 4,
  "internal": 6
}
```
P5
pass
Robots meta: "noodp,"
Evidence
```
{
  "content": "noodp,"
}
```
P5

4. Content Quality

fail
Text-to-HTML ratio: 0.1%
Very low text density. AI crawlers will struggle to find substantive content.
Evidence
```
{
  "ratio": 0.001364273400389438,
  "htmlBytes": 80629,
  "textChars": 110
}
```
P2
warn
Snippet-ready blocks: 1 (ul:0, ol:0, table:1)
Add bullet lists, numbered steps, or a comparison table. Answer engines prefer structured blocks over prose.
Evidence
```
{
  "ol": 0,
  "ul": 0,
  "tables": 1
}
```
P3
warn
No question-style headings found
Phrase at least one heading as a user question (e.g. 'How does pricing work?') to match conversational AI queries.
P3
warn
No date signal found
Add <time datetime="…"> or article:published_time meta. AI ranking weights freshness.
P3
warn
No author byline found
Add `<meta name="author" content="Name">` or a visible byline with `rel="author"`. Strengthens E-E-A-T signals.
P4

5. Schema / Structured Data Audit

fail
No JSON-LD structured data found
Add JSON-LD blocks (Organization, SoftwareApplication, FAQPage, BreadcrumbList) so AI answer engines can ingest your data without guessing.
P1

6. Links & Images

warn
Modern image formats: 0% (0/1 webp/avif)
1 legacy (png/jpg/gif) image(s). Convert hero/above-the-fold images to WebP or AVIF.
Evidence
```
{
  "total": 1,
  "legacy": 1,
  "modern": 0
}
```
P3
pass
Explicit dimensions: 100% (1/1)
Most images have width/height — avoids layout shift.
Evidence
```
{
  "total": 1,
  "withDims": 1
}
```
P5
pass
External nofollow: 0% (0/4)
Healthy mix of follow and nofollow outbound links.
P5
pass
No broken links in first 10
HEAD-probed the first 20 unique homepage links — all 2xx/3xx.
Evidence
```
{
  "broken": 0,
  "sampled": 10,
  "examples": []
}
```
P5

7. Performance

warn
Inline JS+CSS bulk: 74 KB
Move large inline scripts/styles to external files to enable caching.
Evidence
```
{
  "inlineJsBytes": 59471,
  "inlineCssBytes": 16106
}
```
P3
pass
Page size: 79 KB
Compact HTML payload — well within AI crawler limits.
Evidence
```
{
  "bytes": 80629
}
```
P5

pass

Resource requests: 2 (scripts:0, css:1, img:1)

Reasonable request count.

Evidence

{
  "imgs": 1,
  "styles": 1,
  "scripts": 0,
  "inlineStyles": 1,
  "inlineScripts": 10
}

P5

pass
No render-blocking head scripts
All head scripts use async or defer.
P5
pass
Response time: 117ms
Fast first response.
Evidence
```
{
  "bytes": 80629,
  "fetchMs": 117
}
```
P5
pass
Cache-Control set
Cache-Control: private, max-age=0
Evidence
```
{
  "cdn": [],
  "cacheControl": "private, max-age=0"
}
```
P5

8. Security

warn
HSTS missing
Add `Strict-Transport-Security: max-age=31536000; includeSubDomains` once you're confident in https.
P3
warn
Content-Security-Policy missing
Define a CSP to limit script sources — large reduction in XSS surface.
P3
warn
X-Content-Type-Options missing
Add `X-Content-Type-Options: nosniff` to block MIME-type sniffing.
P4
warn
Referrer-Policy missing
Add `Referrer-Policy: strict-origin-when-cross-origin` for safer referrers.
P4
warn
Permissions-Policy missing
Restrict browser features (camera, mic, geolocation) you don't use.
P4

pass

Served over HTTPS

Evidence

{
  "finalUrl": "https://www.google.com/"
}

P5

pass
No mixed content detected
P5
pass
X-Frame-Options set
SAMEORIGIN
Evidence
```
{
  "value": "SAMEORIGIN"
}
```
P5

9. robots.txt and sitemap.xml Audit

pass

robots.txt present

6549 chars

Evidence

{
  "snippet": "User-agent: *\nUser-agent: Yandex\nDisallow: /search\nAllow: /search/about\nAllow: /search/howsearchworks\nDisallow: /sdch\nDisallow: /groups\nDisallow: /index.html?\nDisallow: /?\nAllow: /?hl=\nDisallow: /?hl=*&\nAllow: /?hl=*&gws_rd=ssl$\nDisallow: /?hl=*&*&gws_rd=ssl\nAllow: /?gws_rd=ssl$\nAllow: /?pt1=true$\nDisallow: /imgres\nDisallow: /u/\nDisallow: /setprefs\nDisallow: /m?\nDisallow: /m/\nAllow:    /m/finance\nDisallow: /wml?\nDisallow: /wml/?\nDisallow: /wml/search?\nDisallow: /xhtml?\nDisallow: /xhtml/?\nDisallow: /xhtml/search?\nDisallow: /xml?\nDisallow: /imode?\nDisallow: /imode/?\nDisallow: /imode/search?\nDisallow: /jsky?\nDisallow: /jsky/?\nDisallow: /jsky/search?\nDisallow: /pda?\nDisallow: /pda/?\nDisallow: /pda/search?\nDisallow: /local?\nDisallow: /local_url\nDisallow: /products?\nDisallow: /product_\nDisallow:"
}

P5

pass

robots.txt references sitemap(s)

Evidence

{
  "sitemaps": [
    "https://www.google.com/sitemap.xml"
  ]
}

P5

pass

sitemap.xml present (20 URLs)

Evidence

{
  "snippet": "<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<sitemapindex xmlns=\"http://www.google.com/schemas/sitemap/0.84\">\n  <sitemap>\n    <loc>https://www.google.com/gmail/sitemap.xml</loc>\n  </sitemap>\n  <sitemap>\n    <loc>https://www.google.com/forms/sitemaps.xml</loc>\n  </sitemap>\n  <sitemap>\n    <loc>https://www.google.com/slides/sitemaps.xml</loc>\n  </sitemap>\n  <sitemap>\n    <loc>https://www.google.com/sheets/sitemaps.xml</loc>\n  </sitemap>\n  <sitemap>\n    <loc>https://www.google.com/drive/sitemap.xml</loc>\n  </sitemap>\n  <sitemap>\n    <loc>https://www.google.com/docs/sitemaps.xml</loc>\n  </sitemap>\n  <sitemap>\n    <loc>https://www.google.com/get/sitemap.xml</loc>\n  </sitemap>\n  <sitemap>\n    <loc>https://www.google.com/travel/flights/sitemap.xml</loc>\n  </sitemap>\n  <sitemap>\n    <loc>https://www.go",
  "urlCount": 20
}

P5

10. LLM / AI Crawler Accessibility

warn
llms.txt missing
Add /llms.txt — a concise, link-rich summary that helps LLMs orient on your site.
P2
warn
GPTBot not explicitly addressed
No User-agent: GPTBot block in robots.txt. We recommend explicit Allow rules so crawlers don't fall back to defaults.
P3
warn
ClaudeBot not explicitly addressed
No User-agent: ClaudeBot block in robots.txt. We recommend explicit Allow rules so crawlers don't fall back to defaults.
P3
warn
PerplexityBot not explicitly addressed
No User-agent: PerplexityBot block in robots.txt. We recommend explicit Allow rules so crawlers don't fall back to defaults.
P3
warn
Google-Extended not explicitly addressed
No User-agent: Google-Extended block in robots.txt. We recommend explicit Allow rules so crawlers don't fall back to defaults.
P3
warn
OAI-SearchBot not explicitly addressed
No User-agent: OAI-SearchBot block in robots.txt. We recommend explicit Allow rules so crawlers don't fall back to defaults.
P3
warn
Applebot-Extended not explicitly addressed
No User-agent: Applebot-Extended block in robots.txt. We recommend explicit Allow rules so crawlers don't fall back to defaults.
P3
warn
CCBot not explicitly addressed
No User-agent: CCBot block in robots.txt. We recommend explicit Allow rules so crawlers don't fall back to defaults.
P3
warn
skill.md missing
Add /skill.md describing what your site lets agents do — speeds up agent task routing.
P3
pass
/.well-known/security.txt present
Security contact published — builds trust with crawlers and security researchers.
P5

11. Positioning Clarity

warn
H1 missing or too short to convey value
Add a clear, single-sentence H1 like 'We help X do Y.'
P1
fail
No discoverable CTA
Add a clearly-labeled Contact, Demo, or Sign up link to the nav or hero.
P1
warn
No pricing/plans link found
AI summaries commonly include pricing. Add a /pricing page even if pricing is custom.
P2
warn
Value-prop language not detected
Pages with phrases like 'we help X', 'platform for Y', 'built for Z' are easier for LLMs to summarize.
P3
pass
About/Team path discoverable
P5

12. Missing or Hard-to-Find Information

fail
10 data point(s) could not be found from public pages
· Pricing · Customer logos · Social proof · Recent launches · Blog post activity · New hires · Headline copy · Positioning · Case studies or testimonials · Contact/demo/signup paths
Evidence
```
{
  "missing": [
    "Pricing",
    "Customer logos",
    "Social proof",
    "Recent launches",
    "Blog post activity",
    "New hires",
    "Headline copy",
    "Positioning",
    "Case studies or testimonials",
    "Contact/demo/signup paths"
  ]
}
```
P1

13. Recommended Fixes

warn
Add a single, focused H1 to the homepage
One `<h1>` per page. Write it as 'We help [audience] [do thing].' so an LLM can quote it verbatim.
Evidence
```
{
  "for": "homepage.h1"
}
```
P1
warn
Add more substantive homepage content
AI models need 300+ words of visible body text to summarize and recommend a site. Add a value-prop paragraph, a short FAQ, and a 'how it works' section.
Evidence
```
{
  "for": "homepage.word_count"
}
```
P1
warn
Rewrite the homepage H1 to be self-evident
Replace clever copy with literal copy. 'We help X do Y' beats 'Reimagine Y'.
Evidence
```
{
  "for": "positioning.what"
}
```
P1
warn
Add a discoverable CTA
Place 'Contact sales' or 'Start free' in the top-right of the nav. LLMs cite the visible label.
Evidence
```
{
  "for": "positioning.cta"
}
```
P1
warn
Add JSON-LD structured data
Start with Organization on the root layout and SoftwareApplication or Product on /pricing. Add FAQPage on any FAQ section.
Evidence
```
{
  "for": "schema.any"
}
```
P1
warn
Raise your text-to-HTML ratio
Strip unused inline scripts/styles and move large bundles to external files. AI crawlers struggle when most of the response is markup.
Evidence
```
{
  "for": "content.text_ratio"
}
```
P2
warn
Add /llms.txt
A short Markdown-flavored summary at the root. Include your H1, value prop, top 5–10 links, and pricing summary.
Evidence
```
{
  "for": "llms_txt"
}
```
P2
warn
Add a /pricing page
Even contact-us pricing benefits from a /pricing page that LLMs can link to in answers.
Evidence
```
{
  "for": "positioning.pricing"
}
```
P2
warn
Add lists or comparison tables
Answer engines lift bulleted lists, numbered steps, and tables verbatim. Add at least 2 snippet-ready blocks to the homepage.
Evidence
```
{
  "for": "content.snippet_blocks"
}
```
P3
warn
Phrase a heading as a user question
Use headings like 'How does pricing work?' or 'Who is this for?' — they map directly to conversational AI queries.
Evidence
```
{
  "for": "content.qa_headings"
}
```
P3
warn
Publish a date signal
Add `<time datetime="2026-05-17">` or `<meta property="article:published_time">`. AI ranking heavily weights freshness.
Evidence
```
{
  "for": "content.date_signal"
}
```
P3
warn
Set a meaningful `<title>`
30–60 chars. Lead with the brand or product, then the value prop. ```html <title>CrawlProof — AEO audits for AI crawlers</title> ```
Evidence
```
{
  "for": "homepage.title"
}
```
P3
warn
Add a canonical link
Prevents dup-content drift and tells AI crawlers which URL is authoritative. ```html <link rel="canonical" href="https://yoursite.com/" /> ```
Evidence
```
{
  "for": "homepage.canonical"
}
```
P3
warn
Complete Open Graph tags
AI bots use OG for fast disambiguation. Add all four: ```html <meta property="og:title" content="Your Page Title" /> <meta property="og:description" content="50–160 char description of this page." /> <meta property="og:image" content="https://yoursite.com/og-image.jpg" /> <meta property="og:url" content="https://yoursite.com/" /> <meta property="og:type" content="website" /> <meta property="og:site_name" content="YourSite" /> ```
Evidence
```
{
  "for": "homepage.og"
}
```
P3
warn
Add Twitter Card meta tags
Used by social platforms and AI agents for richer previews. ```html <meta name="twitter:card" content="summary_large_image" /> <meta name="twitter:title" content="Your Page Title" /> <meta name="twitter:description" content="50–160 char description." /> <meta name="twitter:image" content="https://yoursite.com/og-image.jpg" /> ```
Evidence
```
{
  "for": "homepage.twitter"
}
```
P3
warn
Add structured headings
Use h2 for each section and h3 for sub-points. AI uses these to outline and chunk the page.
Evidence
```
{
  "for": "homepage.heading_structure"
}
```
P3
warn
Use modern image formats
Serve WebP or AVIF for hero/above-the-fold images. Keep legacy PNG/JPG only as <picture> fallbacks.
Evidence
```
{
  "for": "images.format"
}
```
P3
warn
Allow GPTBot in robots.txt
Add an explicit User-agent: GPTBot Allow: / block so this AI crawler can read your site.
Evidence
```
{
  "for": "aibot.GPTBot"
}
```
P3
warn
Allow ClaudeBot in robots.txt
Add an explicit User-agent: ClaudeBot Allow: / block so this AI crawler can read your site.
Evidence
```
{
  "for": "aibot.ClaudeBot"
}
```
P3
warn
Allow PerplexityBot in robots.txt
Add an explicit User-agent: PerplexityBot Allow: / block so this AI crawler can read your site.
Evidence
```
{
  "for": "aibot.PerplexityBot"
}
```
P3
warn
Allow Google-Extended in robots.txt
Add an explicit User-agent: Google-Extended Allow: / block so this AI crawler can read your site.
Evidence
```
{
  "for": "aibot.Google-Extended"
}
```
P3
warn
Allow OAI-SearchBot in robots.txt
Add an explicit User-agent: OAI-SearchBot Allow: / block so this AI crawler can read your site.
Evidence
```
{
  "for": "aibot.OAI-SearchBot"
}
```
P3
warn
Allow Applebot-Extended in robots.txt
Add an explicit User-agent: Applebot-Extended Allow: / block so this AI crawler can read your site.
Evidence
```
{
  "for": "aibot.Applebot-Extended"
}
```
P3
warn
Allow CCBot in robots.txt
Add an explicit User-agent: CCBot Allow: / block so this AI crawler can read your site.
Evidence
```
{
  "for": "aibot.CCBot"
}
```
P3
warn
Add /skill.md
Describe what an agent can do with your site (e.g., 'Search docs', 'Look up pricing'). Useful for agentic flows.
Evidence
```
{
  "for": "skill_md"
}
```
P3
warn
Externalize large inline JS/CSS
Inline blobs aren't cacheable. Move >50 KB inline payloads to versioned external files.
Evidence
```
{
  "for": "perf.inline_bulk"
}
```
P3
warn
State your audience explicitly
Use phrases like 'Built for B2B SaaS marketing teams' on the homepage and About page.
Evidence
```
{
  "for": "positioning.audience"
}
```
P3
warn
Enable HSTS
Add `Strict-Transport-Security: max-age=31536000; includeSubDomains` once you're confident every subdomain is https-ready.
Evidence
```
{
  "for": "security.hsts"
}
```
P3
warn
Define a Content-Security-Policy
Start with `Content-Security-Policy-Report-Only` to learn safe sources, then enforce. Cuts XSS blast radius.
Evidence
```
{
  "for": "security.csp"
}
```
P3
warn
Declare an author byline
Add `<meta name="author" content="Name">` or a visible byline with `rel="author"`. Combine with Person JSON-LD for E-E-A-T.
Evidence
```
{
  "for": "content.author"
}
```
P4
warn
Add a favicon
Add `<link rel="icon" href="/favicon.ico">` and an `apple-touch-icon` so AI citation cards show your brand mark.
Evidence
```
{
  "for": "meta.favicon"
}
```
P4
warn
Add X-Content-Type-Options
`X-Content-Type-Options: nosniff` prevents browsers from MIME-sniffing responses.
Evidence
```
{
  "for": "security.xcto"
}
```
P4
warn
Set a Referrer-Policy
`Referrer-Policy: strict-origin-when-cross-origin` is a safe default.
Evidence
```
{
  "for": "security.referrer"
}
```
P4
warn
Set a Permissions-Policy
Restrict browser features you don't use, e.g. `Permissions-Policy: camera=(), microphone=(), geolocation=()`.
Evidence
```
{
  "for": "security.permissions"
}
```
P4

14. Priority To-Do List

warn
[ ] Add a single, focused H1 to the homepage
One `<h1>` per page. Write it as 'We help [audience] [do thing].' so an LLM can quote it verbatim.
Evidence
```
{
  "priority": 1
}
```
P1
warn
[ ] Add more substantive homepage content
AI models need 300+ words of visible body text to summarize and recommend a site. Add a value-prop paragraph, a short FAQ, and a 'how it works' section.
Evidence
```
{
  "priority": 1
}
```
P1
warn
[ ] Rewrite the homepage H1 to be self-evident
Replace clever copy with literal copy. 'We help X do Y' beats 'Reimagine Y'.
Evidence
```
{
  "priority": 1
}
```
P1
warn
[ ] Add a discoverable CTA
Place 'Contact sales' or 'Start free' in the top-right of the nav. LLMs cite the visible label.
Evidence
```
{
  "priority": 1
}
```
P1
warn
[ ] Add JSON-LD structured data
Start with Organization on the root layout and SoftwareApplication or Product on /pricing. Add FAQPage on any FAQ section.
Evidence
```
{
  "priority": 1
}
```
P1
warn
[ ] Raise your text-to-HTML ratio
Strip unused inline scripts/styles and move large bundles to external files. AI crawlers struggle when most of the response is markup.
Evidence
```
{
  "priority": 2
}
```
P2
warn
[ ] Add /llms.txt
A short Markdown-flavored summary at the root. Include your H1, value prop, top 5–10 links, and pricing summary.
Evidence
```
{
  "priority": 2
}
```
P2
warn
[ ] Add a /pricing page
Even contact-us pricing benefits from a /pricing page that LLMs can link to in answers.
Evidence
```
{
  "priority": 2
}
```
P2
warn
[ ] Add lists or comparison tables
Answer engines lift bulleted lists, numbered steps, and tables verbatim. Add at least 2 snippet-ready blocks to the homepage.
Evidence
```
{
  "priority": 3
}
```
P3
warn
[ ] Phrase a heading as a user question
Use headings like 'How does pricing work?' or 'Who is this for?' — they map directly to conversational AI queries.
Evidence
```
{
  "priority": 3
}
```
P3
warn
[ ] Publish a date signal
Add `<time datetime="2026-05-17">` or `<meta property="article:published_time">`. AI ranking heavily weights freshness.
Evidence
```
{
  "priority": 3
}
```
P3
warn
[ ] Set a meaningful `<title>`
30–60 chars. Lead with the brand or product, then the value prop. ```html <title>CrawlProof — AEO audits for AI crawlers</title> ```
Evidence
```
{
  "priority": 3
}
```
P3
warn
[ ] Add a canonical link
Prevents dup-content drift and tells AI crawlers which URL is authoritative. ```html <link rel="canonical" href="https://yoursite.com/" /> ```
Evidence
```
{
  "priority": 3
}
```
P3
warn
[ ] Complete Open Graph tags
AI bots use OG for fast disambiguation. Add all four: ```html <meta property="og:title" content="Your Page Title" /> <meta property="og:description" content="50–160 char description of this page." /> <meta property="og:image" content="https://yoursite.com/og-image.jpg" /> <meta property="og:url" content="https://yoursite.com/" /> <meta property="og:type" content="website" /> <meta property="og:site_name" content="YourSite" /> ```
Evidence
```
{
  "priority": 3
}
```
P3
warn
[ ] Add Twitter Card meta tags
Used by social platforms and AI agents for richer previews. ```html <meta name="twitter:card" content="summary_large_image" /> <meta name="twitter:title" content="Your Page Title" /> <meta name="twitter:description" content="50–160 char description." /> <meta name="twitter:image" content="https://yoursite.com/og-image.jpg" /> ```
Evidence
```
{
  "priority": 3
}
```
P3
warn
[ ] Add structured headings
Use h2 for each section and h3 for sub-points. AI uses these to outline and chunk the page.
Evidence
```
{
  "priority": 3
}
```
P3
warn
[ ] Use modern image formats
Serve WebP or AVIF for hero/above-the-fold images. Keep legacy PNG/JPG only as <picture> fallbacks.
Evidence
```
{
  "priority": 3
}
```
P3
warn
[ ] Allow GPTBot in robots.txt
Add an explicit User-agent: GPTBot Allow: / block so this AI crawler can read your site.
Evidence
```
{
  "priority": 3
}
```
P3
warn
[ ] Allow ClaudeBot in robots.txt
Add an explicit User-agent: ClaudeBot Allow: / block so this AI crawler can read your site.
Evidence
```
{
  "priority": 3
}
```
P3
warn
[ ] Allow PerplexityBot in robots.txt
Add an explicit User-agent: PerplexityBot Allow: / block so this AI crawler can read your site.
Evidence
```
{
  "priority": 3
}
```
P3

AEO Audit for google.com

1. Crawl Summary

2. Data Found

3. Homepage Audit

4. Content Quality

5. Schema / Structured Data Audit

6. Links & Images

7. Performance

8. Security

9. robots.txt and sitemap.xml Audit

10. LLM / AI Crawler Accessibility

11. Positioning Clarity

12. Missing or Hard-to-Find Information

13. Recommended Fixes

14. Priority To-Do List

https://google.com/

1. Crawl Summary

2. Data Found

3. Homepage Audit

4. Content Quality

5. Schema / Structured Data Audit

6. Links & Images

7. Performance

8. Security

9. robots.txt and sitemap.xml Audit

10. LLM / AI Crawler Accessibility

11. Positioning Clarity

12. Missing or Hard-to-Find Information

13. Recommended Fixes

14. Priority To-Do List

Track this site week over week

Your charts, not these.