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AEO Audit for profullstack.com

Target: https://profullstack.com/
Score: 39 / 100
Generated: 2026-05-13T01:27:41.446Z
Pages crawled: 9
Findings: 15 pass · 33 warn · 3 fail · 0 unknown


1. Crawl Summary

2. Data Found

Data PointFound?SourceNotes
PricingYesPricing pagehttps://profullstack.com/plans
Customer logosNo
Social proofNo
Recent launchesYesPress/news pageshttps://profullstack.com/blog
Blog post activityYesBloghttps://profullstack.com/blog
New hiresNoOften only on a /blog/team or LinkedIn page
Headline copyYesHomepageWe build web products with the same rigor I learned inside Yahoo!, IBM, and PayPal.
PositioningNo
Executive teamNo
Product/service descriptionsYesHomepageFrom meta description
Case studies or testimonialsYesNavigation links
Contact/demo/signup pathsYesNavigation links

3. Homepage Audit

  • ⚠️ Multiple H1s found 7 <h1> tags. Prefer one focused H1 per page.
  • ⚠️ Missing canonical link Add <link rel="canonical" href="https://your-domain"> to prevent dup-content confusion.
  • Open Graph: missing title, description, image
  • Homepage fetched successfully HTTP 200 · 50436 bytes · 52ms
  • <title> present
  • Meta description present
  • Alt text coverage: 100% 12/12 images have alt text.

4. 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.

5. robots.txt and sitemap.xml Audit

  • sitemap.xml not found Add /sitemap.xml — required for reliable AI/SERP discovery.
  • ⚠️ robots.txt not found No /robots.txt was reachable. Add one explicitly — silence is read differently by different crawlers, and you lose the chance to control AI bots.

6. LLM / AI Crawler Accessibility

  • ⚠️ llms.txt missing Add /llms.txt — a concise, link-rich summary that helps LLMs orient on your site.
  • ⚠️ skill.md missing Add /skill.md describing what your site lets agents do — speeds up agent task routing.

7. Positioning Clarity

  • ⚠️ No clear About/Team link Add an About or Team link in the nav or footer so LLMs can identify the company.
  • ⚠️ Value-prop language not detected Pages with phrases like 'we help X', 'platform for Y', 'built for Z' are easier for LLMs to summarize.
  • H1 communicates value We build web products with the same rigor I learned inside Yahoo!, IBM, and PayPal.
  • Pricing path discoverable
  • Contact / signup path discoverable

8. Missing or Hard-to-Find Information

  • ⚠️ 5 data point(s) could not be found from public pages · Customer logos · Social proof · New hires · Positioning · Executive team
  • ⚠️ Publish a sitemap.xml Generate /sitemap.xml automatically (Next.js: app/sitemap.ts). Include every canonical URL.
  • ⚠️ Add JSON-LD structured data Start with Organization on the root layout and SoftwareApplication or Product on /pricing. Add FAQPage on any FAQ section.
  • ⚠️ Add /llms.txt A short Markdown-flavored summary at the root. Include your H1, value prop, top 5–10 links, and pricing summary.
  • ⚠️ Make your About/Team page reachable Add a top-nav or footer link to /about or /team so LLMs can identify the entity behind the site.
  • ⚠️ Create a robots.txt Even a minimal robots.txt is better than none. Always reference your Sitemap and explicitly address AI bots.
  • ⚠️ 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.
  • ⚠️ Add a canonical link <link rel="canonical" href="https://yoursite.com/"> on every page to prevent dup-content drift.
  • ⚠️ Complete Open Graph tags Set og:title, og:description, og:image. AI bots also use OG for fast disambiguation.
  • ⚠️ Add /skill.md Describe what an agent can do with your site (e.g., 'Search docs', 'Look up pricing'). Useful for agentic flows.
  • ⚠️ State your audience explicitly Use phrases like 'Built for B2B SaaS marketing teams' on the homepage and About page.

10. Priority To-Do Checklist

  • P1 — Publish a sitemap.xml Generate /sitemap.xml automatically (Next.js: app/sitemap.ts). Include every canonical URL.
  • 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 — Add /llms.txt A short Markdown-flavored summary at the root. Include your H1, value prop, top 5–10 links, and pricing summary.
  • P2 — Make your About/Team page reachable Add a top-nav or footer link to /about or /team so LLMs can identify the entity behind the site.
  • P2 — Create a robots.txt Even a minimal robots.txt is better than none. Always reference your Sitemap and explicitly address AI bots.
  • P3 — 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.
  • P3 — Add a canonical link <link rel="canonical" href="https://yoursite.com/"> on every page to prevent dup-content drift.
  • P3 — Complete Open Graph tags Set og:title, og:description, og:image. AI bots also use OG for fast disambiguation.
  • P3 — Add /skill.md Describe what an agent can do with your site (e.g., 'Search docs', 'Look up pricing'). Useful for agentic flows.
  • P3 — State your audience explicitly Use phrases like 'Built for B2B SaaS marketing teams' on the homepage and About page.

Report by CrawlProof. Reusable after every major website change.