Prompt Surface Intelligence
This service reveals the real prompts your website appears for across Google, AI Overviews, ChatGPT, Claude, and Perplexity.
It exposes proto-prompts, AI rewrites, semantic intent clusters, and the trigger conditions that determine your brand's visibility inside AI-generated answers.
What This System Identifies
1. Proto Prompts
Early-stage, vague queries LLMs generate internally before choosing a final query: "how do I…", "best place to…", "site that lets me…". These never appear in keyword tools — but they drive AI visibility.
2. LLM Rewrite Variants
AI models generate dozens of rewritten prompts to test trust, intent, cost concerns, and readiness to act. We detect every rewrite your pages surface within.
3. AI Overview Triggers
Google's AI Overview is activated by answer shape, schema completeness, semantic coverage, and your domain's authority signals. We show exactly which conversational prompts pull your pages into AI answers.
4. ChatGPT / Claude / Perplexity Visibility
These agents evaluate your schema, topical completeness, internal linking, and knowledge graph structure. We reveal which prompts associate your pages with high-confidence responses.
Why This Matters
SEO is shifting from keyword ranking to prompt ranking. If you don't know which prompts your site satisfies, fails, or nearly wins, you can't influence AI search visibility. This service gives you that full map.
What You Receive
- Complete prompt visibility report
- Structured Intent Cluster Map
- AI Overview trigger analysis
- ChatGPT/Claude/Perplexity ranking footprint
- Schema and authority recommendations
- Prompt-to-page optimization matrix
- Roadmap to expand prompt dominance
Request a Prompt Visibility Audit
Get a full report showing the hidden prompt universe your brand appears in — and the ones where competitors outrank you.
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