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AEO Audit for ammarmohanna.ai

Target: https://ammarmohanna.ai/
Score: 35 / 100
Generated: 2026-06-04T14:24:20.979Z
Pages crawled: 9
Findings: 53 pass · 79 warn · 9 fail · 0 unknown

1. Crawl Summary

2. Data Found

Data PointFound?SourceNotes
PricingNo——
Customer logosNo——
Social proofNo——
Recent launchesNo——
Blog post activityNo——
New hiresNo—Often only on a /blog/team or LinkedIn page
Headline copyYesHomepageAI consulting for teams that are done with AI theatre. and need systems that survive contact with reality.
PositioningNo——
Executive teamYesAbout/team pagehttps://ammarmohanna.ai/about/
Product/service descriptionsYesNavigation linkshttps://ammarmohanna.ai/services/
Case studies or testimonialsNo——
Contact/demo/signup pathsYesNavigation links—

3. Homepage Audit

  • ⚠️ Content volume: 174 words Thin content. Aim for 300+ words on the homepage so AI models can extract a useful description.
  • ✅ Homepage fetched successfully HTTP 200 · 15980 bytes · 117ms
  • ✅ Page load time: 0.12s Fast — well within AI crawler budgets.
  • ✅ declared
  • ✅ Single H1 AI consulting for teams that are done with AI theatre. and need systems that survive contact with reality.
  • ✅ <title> present (40 chars)
  • ✅ Meta description present (95 chars)
  • ✅ Canonical present https://ammarmohanna.ai/
  • ✅ Open Graph tags complete
  • ✅ Twitter Card tags complete
  • ✅ Critical content is server-rendered Raw and rendered text are within 18% of each other.
  • ✅ Alt text coverage: 100% 1/1 images have alt text.
  • ✅ Heading structure: 3 (h1:1, h2:2, h3:0) Multiple headings help AI chunk and outline your page.
  • ✅ Internal links: 9 9 internal + 5 external links help crawlers navigate.
  • ✅ Favicon declared

4. Content Quality

  • ⚠️ 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.
  • ⚠️ No date signal found Add or article:published_time meta. AI ranking weights freshness.
  • ⚠️ Text-to-HTML ratio: 7.4% Low text density — most of the response is markup/script.
  • ⚠️ No author byline found Add <meta name="author" content="Name"> or a visible byline with rel="author". Strengthens E-E-A-T signals.
  • ✅ Heading levels are well-ordered 3 headings nested in order.
  • ✅ Snippet-ready blocks: 4 (ul:4, ol:0, table:0) Lists and tables are extracted verbatim by AI answer engines.

5. Schema / Structured Data Audit

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

6. Links & Images

7. Performance

  • ⚠️ No images use loading=lazy Add loading="lazy" to off-screen images to defer their fetch until needed.
  • ✅ Page size: 16 KB Compact HTML payload — well within AI crawler limits.
  • ✅ Resource requests: 6 (scripts:3, css:2, img:1) Reasonable request count.
  • ✅ No render-blocking head scripts All head scripts use async or defer.
  • ✅ Inline JS+CSS bulk: 6 KB Inline payload is modest.
  • ✅ Response time: 117ms Fast first response.
  • ✅ Cache-Control set (CDN: Cloudflare) Cache-Control: public, max-age=0, must-revalidate CDN detected: Cloudflare
  • ✅ Compression enabled (Brotli) Content-Encoding: br

8. Security

  • ⚠️ HSTS missing Add Strict-Transport-Security: max-age=31536000; includeSubDomains once you're confident in https.
  • ⚠️ Content-Security-Policy missing Define a CSP to limit script sources — large reduction in XSS surface.
  • ⚠️ X-Frame-Options missing Add X-Frame-Options: SAMEORIGIN (or use CSP frame-ancestors) to prevent clickjacking.
  • ⚠️ Permissions-Policy missing Restrict browser features (camera, mic, geolocation) you don't use.
  • ✅ Served over HTTPS
  • ✅ No mixed content detected
  • ✅ X-Content-Type-Options set nosniff
  • ✅ Referrer-Policy set strict-origin-when-cross-origin

9. robots.txt and sitemap.xml Audit

  • ✅ robots.txt present 1901 chars
  • ✅ robots.txt references sitemap(s)
  • ✅ sitemap.xml present (1 URLs)

10. LLM / AI Crawler Accessibility

  • ❌ GPTBot is blocked robots.txt disallows GPTBot from /. This bot cannot index your site.
  • ❌ ClaudeBot is blocked robots.txt disallows ClaudeBot from /. This bot cannot index your site.
  • ❌ Google-Extended is blocked robots.txt disallows Google-Extended from /. This bot cannot index your site.
  • ❌ Applebot-Extended is blocked robots.txt disallows Applebot-Extended from /. This bot cannot index your site.
  • ❌ CCBot is blocked robots.txt disallows CCBot from /. This bot cannot index your site.
  • ⚠️ 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.
  • ⚠️ 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.
  • ✅ llms.txt present 15977 chars
  • ✅ skill.md present
  • ✅ /.well-known/ai-plugin.json present
  • ✅ /.well-known/security.txt present Security contact published — builds trust with crawlers and security researchers.
  • ✅ /llms-full.txt present 15977 chars — full site content for LLM ingest.

11. Positioning Clarity

  • ⚠️ No pricing/plans link found AI summaries commonly include pricing. Add a /pricing page even if pricing is custom.
  • ⚠️ Value-prop language not detected Pages with phrases like 'we help X', 'platform for Y', 'built for Z' are easier for LLMs to summarize.
  • ✅ About/Team path discoverable
  • ✅ H1 communicates value AI consulting for teams that are done with AI theatre. and need systems that survive contact with reality.
  • ✅ Contact / signup path discoverable

12. Missing or Hard-to-Find Information

  • ❌ 8 data point(s) could not be found from public pages · Pricing · Customer logos · Social proof · Recent launches · Blog post activity · New hires · Positioning · Case studies or testimonials

  • ⚠️ Fix broken homepage links We HEAD-probed the first 20 unique homepage links and found 4xx/5xx responses. Repair or remove them — broken links erode crawler trust.

  • ⚠️ Allow GPTBot in robots.txt Add an explicit User-agent: GPTBot Allow: / block so this AI crawler can read your site.

  • ⚠️ Allow ClaudeBot in robots.txt Add an explicit User-agent: ClaudeBot Allow: / block so this AI crawler can read your site.

  • ⚠️ Allow Google-Extended in robots.txt Add an explicit User-agent: Google-Extended Allow: / block so this AI crawler can read your site.

  • ⚠️ Allow Applebot-Extended in robots.txt Add an explicit User-agent: Applebot-Extended Allow: / block so this AI crawler can read your site.

  • ⚠️ Allow CCBot in robots.txt Add an explicit User-agent: CCBot Allow: / block so this AI crawler can read your site.

  • ⚠️ Add JSON-LD structured data Start with Organization on the root layout and SoftwareApplication or Product on /pricing. Add FAQPage on any FAQ section.

  • ⚠️ Create or enrich /llms.txt Follow the llmstxt.org spec:

    # Your Brand

> One-line description of your site.

## Docs

- [Getting Started](https://yoursite.com/docs/start): How to get up and running.
- [API Reference](https://yoursite.com/docs/api): Full API details.

## About

- [About us](https://yoursite.com/about): Mission and team.

    Include at least 2 section headings, 3+ linked resources, and a brief description per link. A rich llms.txt dramatically increases how often generative AI systems cite your content.

  • ⚠️ Add sameAs knowledge graph links to Organization schema Extend your Organization JSON-LD to include sameAs pointing to authoritative directories:

    {
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Your Brand",
  "url": "https://yoursite.com",
  "sameAs": [
    "https://en.wikipedia.org/wiki/Your_Brand",
    "https://www.wikidata.org/wiki/Q12345678",
    "https://www.linkedin.com/company/your-brand",
    "https://www.crunchbase.com/organization/your-brand"
  ]
}

    These links anchor your brand as a known entity in AI knowledge graphs, making it far more likely that generative models cite you by name rather than paraphrase.

  • ⚠️ Declare your brand name in Organization JSON-LD Add "name": "Your Brand" to your Organization or SoftwareApplication schema block. AI systems match structured-data names against training data to resolve your brand as a distinct entity. Without it, mentions of your brand may not be attributed to you.

  • ⚠️ Add a /pricing page Even contact-us pricing benefits from a /pricing page that LLMs can link to in answers.

  • ⚠️ 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.

  • ⚠️ Publish a date signal Add <time datetime="2026-05-17"> or <meta property="article:published_time">. AI ranking heavily weights freshness.

  • ⚠️ 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.

  • ⚠️ Add outbound links to authoritative sources Link to Wikipedia, .gov or .edu resources, peer-reviewed studies, or major news outlets when making factual claims. Generative AI systems treat pages that cite authoritative sources as more trustworthy, which raises citation likelihood.

    Examples: statistics from Statista or Census.gov, definitions from Wikipedia, research from nature.com or pubmed.ncbi.nlm.nih.gov.

  • ⚠️ 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.

  • ⚠️ Use modern image formats Serve WebP or AVIF for hero/above-the-fold images. Keep legacy PNG/JPG only as fallbacks.

  • ⚠️ Set width/height on images Explicit dimensions prevent Cumulative Layout Shift and help AI extractors reserve space correctly.

  • ⚠️ Allow PerplexityBot in robots.txt Add an explicit User-agent: PerplexityBot Allow: / block so this AI crawler can read your site.

  • ⚠️ Allow OAI-SearchBot in robots.txt Add an explicit User-agent: OAI-SearchBot Allow: / block so this AI crawler can read your site.

  • ⚠️ State your audience explicitly Use phrases like 'Built for B2B SaaS marketing teams' on the homepage and About page.

  • ⚠️ Enable HSTS Add Strict-Transport-Security: max-age=31536000; includeSubDomains once you're confident every subdomain is https-ready.

  • ⚠️ Define a Content-Security-Policy Start with Content-Security-Policy-Report-Only to learn safe sources, then enforce. Cuts XSS blast radius.

  • ⚠️ 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.

  • ⚠️ Add X-Frame-Options X-Frame-Options: SAMEORIGIN (or CSP frame-ancestors) blocks clickjacking via iframe embeds.

  • ⚠️ Set a Permissions-Policy Restrict browser features you don't use, e.g. Permissions-Policy: camera=(), microphone=(), geolocation=().

14. Priority To-Do List

  • P1 — Fix broken homepage links We HEAD-probed the first 20 unique homepage links and found 4xx/5xx responses. Repair or remove them — broken links erode crawler trust.

  • P1 — Allow GPTBot in robots.txt Add an explicit User-agent: GPTBot Allow: / block so this AI crawler can read your site.

  • P1 — Allow ClaudeBot in robots.txt Add an explicit User-agent: ClaudeBot Allow: / block so this AI crawler can read your site.

  • P1 — Allow Google-Extended in robots.txt Add an explicit User-agent: Google-Extended Allow: / block so this AI crawler can read your site.

  • P1 — Allow Applebot-Extended in robots.txt Add an explicit User-agent: Applebot-Extended Allow: / block so this AI crawler can read your site.

  • P1 — Allow CCBot in robots.txt Add an explicit User-agent: CCBot Allow: / block so this AI crawler can read your site.

  • P1 — Add JSON-LD structured data Start with Organization on the root layout and SoftwareApplication or Product on /pricing. Add FAQPage on any FAQ section.

  • P2 — Create or enrich /llms.txt Follow the llmstxt.org spec:

    ```
# Your Brand

> One-line description of your site.

## Docs

- [Getting Started](https://yoursite.com/docs/start): How to get up and running.
- [API Reference](https://yoursite.com/docs/api): Full API details.

## About

- [About us](https://yoursite.com/about): Mission and team.
```

Include at least 2 section headings, 3+ linked resources, and a brief description per link. A rich llms.txt dramatically increases how often generative AI systems cite your content.

  • P2 — Add sameAs knowledge graph links to Organization schema Extend your Organization JSON-LD to include sameAs pointing to authoritative directories:

    ```json
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Your Brand",
  "url": "https://yoursite.com",
  "sameAs": [
    "https://en.wikipedia.org/wiki/Your_Brand",
    "https://www.wikidata.org/wiki/Q12345678",
    "https://www.linkedin.com/company/your-brand",
    "https://www.crunchbase.com/organization/your-brand"
  ]
}
```

These links anchor your brand as a known entity in AI knowledge graphs, making it far more likely that generative models cite you by name rather than paraphrase.

  • P2 — Declare your brand name in Organization JSON-LD Add "name": "Your Brand" to your Organization or SoftwareApplication schema block. AI systems match structured-data names against training data to resolve your brand as a distinct entity. Without it, mentions of your brand may not be attributed to you.

  • P2 — Add a /pricing page Even contact-us pricing benefits from a /pricing page that LLMs can link to in answers.

  • P3 — 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.

  • P3 — Publish a date signal Add <time datetime="2026-05-17"> or <meta property="article:published_time">. AI ranking heavily weights freshness.

  • P3 — 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.

  • P3 — Add outbound links to authoritative sources Link to Wikipedia, .gov or .edu resources, peer-reviewed studies, or major news outlets when making factual claims. Generative AI systems treat pages that cite authoritative sources as more trustworthy, which raises citation likelihood.

    Examples: statistics from Statista or Census.gov, definitions from Wikipedia, research from nature.com or pubmed.ncbi.nlm.nih.gov.

  • P3 — 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.

  • P3 — Use modern image formats Serve WebP or AVIF for hero/above-the-fold images. Keep legacy PNG/JPG only as fallbacks.

  • P3 — Set width/height on images Explicit dimensions prevent Cumulative Layout Shift and help AI extractors reserve space correctly.

  • P3 — Allow PerplexityBot in robots.txt Add an explicit User-agent: PerplexityBot Allow: / block so this AI crawler can read your site.

  • P3 — Allow OAI-SearchBot in robots.txt Add an explicit User-agent: OAI-SearchBot Allow: / block so this AI crawler can read your site.

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