Competitor Intelligence — AI Prompt Gap Analysis
Compare your brand vs. competitors across ChatGPT, Claude, Perplexity, and Gemini. Find every prompt they win that you don't — and fix the gap.
See Every Prompt
Your Competitors Win
AI Rank Lab runs your target prompts across ChatGPT, Claude, Gemini & Perplexity — for both your brand and up to 10 competitors — and surfaces every gap where you're losing.
Compare citations across these AI engines
ChatGPT
OpenAI GPT-4o comparison
Claude
Anthropic Claude comparison
Gemini
Google Gemini comparison
Perplexity
Perplexity Sonar comparison
Competitor Prompt Gap at a Glance
Your Competitor Intelligence dashboard shows who wins each prompt, your share-of-voice vs. rivals, and a ranked list of gaps to close.
Prompts You Win
184
+22 this week
Prompt Gaps Found
67
−8 closed
Your AI SoV
34%
+6.2% vs rivals
Competitors Tracked
7
3 engines each
Top Prompt Gaps — Where Competitors Beat You
Find Your Gaps in 3 Steps
From zero to a full competitor gap report in under 15 minutes.
Add Your Domain & Competitors
Enter your URL and up to 10 competitor domains. AI Rank Lab starts tracking immediately.
Run Prompt Comparison Sweep
We query all four AI engines with your target prompts and record citations for every brand simultaneously.
Close the Gaps
Use the Prompt Gap Report to prioritise AEO content fixes. Watch your comparative score improve week over week.
Add Your Domain & Competitors
Enter your URL and up to 10 competitor domains. AI Rank Lab starts tracking immediately.
Run Prompt Comparison Sweep
We query all four AI engines with your target prompts and record citations for every brand simultaneously.
Close the Gaps
Use the Prompt Gap Report to prioritise AEO content fixes. Watch your comparative score improve week over week.
Everything in Competitor Intelligence
Complete AI competitive analysis — built for brands serious about winning in AI search.
Side-by-Side Citation Comparison
View your brand's citation rate vs. up to 10 competitors on every tracked prompt, per engine. See exactly who wins each query.
Prompt Gap Report
A ranked list of the prompts where you're absent but competitors are cited. Sorted by estimated impact so you know where to start.
Share-of-Voice Benchmark
Measure your brand's aggregate AI SoV against your competitive set. Track whether your content efforts are closing the gap over time.
Competitor Alert System
Get notified the moment a competitor's citation frequency on a tracked prompt exceeds yours — before it affects your pipeline.
10-Competitor Workspace
Add up to 10 competitor domains. All are monitored on the same prompt cadence as your own brand for a perfectly comparable data set.
Win/Loss Summary
A weekly digest showing the prompts you gained, the prompts you lost, and the net change in your competitive position across all engines.
How We Compare
AI Rank Lab vs. traditional SEO tools vs. manual tracking.