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
- ✅ Fetched 4 of 5 pages successfully Target: https://papereview.com
2. Data Found
| Data Point | Found? | Source | Notes |
|---|---|---|---|
| Pricing | Yes | Navigation links | — |
| Customer logos | Yes | Homepage | used by |
| Social proof | Yes | Homepage | used by |
| Recent launches | No | — | — |
| Blog post activity | No | — | — |
| New hires | No | — | Often only on a /blog/team or LinkedIn page |
| Headline copy | Yes | Homepage | PapeReview.com Agentic AI Reviewer |
| Positioning | No | — | — |
| Executive team | No | — | — |
| Product/service descriptions | Yes | Homepage | From meta description |
| Case studies or testimonials | No | — | — |
| Contact/demo/signup paths | No | — | — |
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.xmlto 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
9. Recommended Fixes
- ⚠️ 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.xmlso 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.xmlso crawlers don't have to guess.
Report by CrawlProof. Reusable after every major website change.