Instantly See the Opportunity Behind Any AI Prompt
Estimate demand, analyze competitors, and uncover how AI models answer the prompt—before you create content.
Prompt
“Best SOC 2 automation tools for SaaS?”
Volume Score
86
Competitors
Secureframe, Vanta, Drata
Citations
Source links detected from Gartner, G2, Product Hunt
AI Search Is the New Search — But No One Shows You the Opportunity Behind Prompts
People ask AI what to buy, what tools to use, who to hire.
But there's no "prompt volume" or "prompt competition" tool like SEMrush for AI.
Until now.
Knowing which prompts have demand—and who AI already recommends—unlocks a new competitive advantage.
See a Real Example
View a complete prompt analysis report for Apple checking the prompt "best college laptop"
Citations
Track sources and references cited by AI models
AI Ranking Positions
See how brands rank across different AI engines
Brands Found
Discover which brands AI recommends most often
Sample report: Apple brand analysis for "best college laptop" prompt
Try the Prompt Opportunity Checker
see search volume and opportunities for prompts that matter to your brand, product, or service
Enter your information in the form below and we'll provide actionable insights to help you start your GEO journey.
Estimated Prompt Volume
Understand whether this prompt is low, medium, or high demand.
Competitor Presence
See which brands AI recommends—and how often.
Citation Analysis
Find out who gets cited, mentioned, or linked by AI models.
Model-by-Model Differences
Compare ChatGPT, Gemini, Perplexity, and Claude.
Visibility Gap Score
Discover where your brand should rank but doesn’t.
Opportunity Rating
Overall score summarizing demand × competition × brand fit.
How the Prompt Opportunity Checker Works
1. Enter a Prompt
Any buying-intent prompt or question a customer might ask an AI model.
2. We Analyze AI Model Behavior
We query ChatGPT, Gemini, Perplexity, and Claude using precision prompts.
3. You Get a Full Opportunity Profile
Volume, competitors, citations, bias patterns, and visibility gaps.
Data Flow: Prompt → LLM Responses → Competitor & Citation Parsing → Scores & Recommendations
See the Insights You'll Get
Volume Score Gauge
Visual dial showing relative prompt demand.
Competition Heatmap
Color-coded matrix of competitor frequency per model.
Citation Cloud
Brand and publisher mentions weighted by prominence.
Model Comparison Table
Side-by-side results from ChatGPT, Gemini, Perplexity, and Claude.
Opportunity Score Widget
Single score combining demand, competition, and brand fit.
Why You Can’t Get This From ChatGPT Alone
- ChatGPT won’t tell you prompt volume.
- You’d have to manually query 4–6 models.
- You can't extract competitor frequency without structured parsing.
- You can’t detect citation density automatically.
- You can’t compute visibility gaps or competitive intensity manually.
| Feature | ChatGPT | Prompt Opportunity Checker |
|---|---|---|
| Prompt Volume | ❌ | ✔️ |
| Competitor Frequency | ❌ | ✔️ |
| Citations Extracted | ❌ | ✔️ |
| Model Comparison | ❌ | ✔️ |
| Opportunity Score | ❌ | ✔️ |
Who This Is For
Marketers & SEOs
Want to know which prompts to target.
Founders
Understand how AI talks about your product.
Brand Managers
Track competitors in AI search.
Content Creators
Choose the prompts worth writing for.
Agencies
Show clients the opportunity in AI search.
Prompt Opportunity FAQ
How accurate is prompt volume estimation?
We triangulate relative demand using model frequency, citation density, and cross-model consistency benchmarks.
What models do you check?
ChatGPT, Gemini, Perplexity, and Claude—expanding to others as APIs allow.
How do you extract competitors and citations?
We parse responses with entity extraction + proprietary pattern detection to normalize brands and sources.
Does it work for B2B and B2C prompts?
Yes. Any buying-intent or evaluation prompt with enough context can be analyzed.
How is this different from keyword research?
We analyze real AI responses, not search results, to reveal how models recommend brands.
Can I check multiple prompts at once?
Batch mode is coming soon—join the waitlist to get early access.
Ready to See the Opportunity Behind Your Prompts?
Run a prompt check in seconds. Free. No signup required.
