AEO Competitor Comparison Example — Side-by-Side AI Visibility Report
This example shows the AEO Checker in competitor comparison mode — your SaaS product page (78/100) versus a direct competitor (64/100). The report compares citation probability for each AI engine, identifies the specific schema types the competitor has that you are missing, and reveals 4 keywords they use that you do not.
| Engine | Your Site | Competitor | Gap |
|---|---|---|---|
| 🤖 ChatGPT (GPTBot) | 87% ✅ Confirmed 200 |
71% ✅ Confirmed 200 |
+16% you |
| 🔍 Perplexity | 82% ✅ Confirmed 200 |
88% ✅ Confirmed 200 |
+6% competitor |
| 🔎 Google AI Overviews | 91% ✅ Confirmed 200 |
74% ✅ Confirmed 200 |
+17% you |
| 💠 Microsoft Copilot | 84% ✅ Confirmed 200 |
81% ✅ Confirmed 200 |
+3% you |
| 🤖 Claude (Anthropic) | 47% 🚫 403 blocked |
79% ✅ Confirmed 200 |
+32% competitor |
| Signal | Your Site | Competitor |
|---|---|---|
| AEO Score | 78/100 ✓ | 64/100 |
| Schema Types | WebSite, Organization, HowTo ✓ | WebSite, Organization, FAQPage |
| llms.txt | ❌ Missing | ✅ Present + valid |
| FAQPage Schema | ❌ Missing | ✅ 7 Q&A pairs |
| Meta Description | 110 chars ⚠ | 158 chars ✓ |
| Sitemap Health | 94/100 ✓ | 71/100 |
| Schema Density | 14% | 22% ✓ |
These AI-detected topics appear prominently on the competitor page but are absent from yours. Adding FAQ answers covering these topics could shift citation probability in your favour.
"AI-powered task automation" — competitor mentions 8 times
Competitor dedicates a full section to AI automation features. Consider adding a "How does AI automation work in ExampleSaaS?" FAQ entry with a direct answer.
"project management API" — competitor mentions 6 times
API capabilities are featured prominently — likely catching developer queries. If you have an API, add a dedicated FAQ section and link to documentation.
"SOC 2 compliance" — competitor mentions 4 times
Security certifications are a strong trust signal for enterprise queries. If you have SOC 2 or similar certifications, add them explicitly to your features page.
"free forever plan" — competitor mentions 3 times
Competitor explicitly promotes a free tier. If you offer a free plan, make the term "free" more prominent — AI engines surface this for "free project management software" queries.
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