CrawlProof
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AEO Audit for papereview.com

Target: https://papereview.com/
Score: 22 / 100
Generated: 2026-05-13T02:32:49.532Z
Pages crawled: 5
Findings: 20 pass · 41 warn · 9 fail · 0 unknown


1. Crawl Summary

2. Data Found

Data PointFound?SourceNotes
PricingYesNavigation links
Customer logosYesHomepageused by
Social proofYesHomepageused by
Recent launchesNo
Blog post activityNo
New hiresNoOften only on a /blog/team or LinkedIn page
Headline copyYesHomepagePapeReview.com Agentic AI Reviewer
PositioningNo
Executive teamNo
Product/service descriptionsYesHomepageFrom meta description
Case studies or testimonialsNo
Contact/demo/signup pathsNo

3. Homepage Audit

  • ⚠️ 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 · 91938 bytes · 72ms
  • Single H1 PapeReview.com Agentic AI Reviewer
  • <title> present
  • Meta description present
  • Critical content is server-rendered Raw and rendered text are within 7% of each other.
  • Alt text coverage: 100% 21/21 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 is empty No entries found. Sitemap should list canonical URLs.
  • ⚠️ robots.txt does not reference a Sitemap Add Sitemap: https://yoursite.com/sitemap.xml to robots.txt.
  • robots.txt present 92878 chars
  • sitemap.xml present (0 URLs)

6. 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 91891 chars
  • skill.md present
  • /.well-known/ai-plugin.json present

7. Positioning Clarity

  • No discoverable CTA Add a clearly-labeled Contact, Demo, or Sign up link to the nav or hero.
  • ⚠️ 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 PapeReview.com Agentic AI Reviewer
  • Pricing path discoverable

8. Missing or Hard-to-Find Information

  • 7 data point(s) could not be found from public pages · Recent launches · Blog post activity · New hires · Positioning · Executive team · Case studies or testimonials · Contact/demo/signup paths
  • ⚠️ 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 a discoverable CTA Place 'Contact sales' or 'Start free' in the top-right of the nav. LLMs cite the visible label.
  • ⚠️ Add JSON-LD structured data Start with Organization on the root layout and SoftwareApplication or Product on /pricing. Add FAQPage on any FAQ section.
  • ⚠️ Populate your sitemap with canonical URLs The sitemap must list <loc> entries — empty sitemaps are worse than none.
  • ⚠️ 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.
  • ⚠️ 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.
  • ⚠️ Reference your sitemap in robots.txt Add Sitemap: https://yoursite.com/sitemap.xml so crawlers don't have to guess.

10. Priority To-Do Checklist

  • 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 a discoverable CTA Place 'Contact sales' or 'Start free' in the top-right of the nav. LLMs cite the visible label.
  • 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 — Populate your sitemap with canonical URLs The sitemap must list <loc> entries — empty sitemaps are worse than none.
  • 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 — 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.
  • P3 — State your audience explicitly Use phrases like 'Built for B2B SaaS marketing teams' on the homepage and About page.
  • P3 — Reference your sitemap in robots.txt Add Sitemap: https://yoursite.com/sitemap.xml so crawlers don't have to guess.

Report by CrawlProof. Reusable after every major website change.