Diagnose. Prescribe. Refuse.
Your brand is either in the AI answer or it isn't. Presence Rx tells you why — and what to do about it.
Ask ChatGPT or Gemini for a phone recommendation. Nothing Phone appears in 20% of answers. When it does appear, it ranks #2. Sounds decent — until you realize Apple owns the "minimalist hardware" conversation at 39% while Nothing Phone sits at 6%.
That's not a visibility problem. That's a perception gap. And it needs a completely different fix than a discovery gap or an attention gap.
Presence Rx makes that distinction, then turns it into action.
Pull Peec AI visibility data. Classify every topic: stronghold, perception gap, discovery gap, or attention gap. See which competitor owns each conversation and how confident the diagnosis is.
Nothing Phone owns Smartphone Design at 72%. But Minimalist Hardware? Apple has it. Wireless Audio? 1% visibility — the product exists, the signal doesn't.
A perception gap needs positioning work and trait-language proof. A discovery gap needs schema, canonical pages, and source-of-truth structure. An attention gap needs sustained editorial and community signal.
Each topic gets a priority score, the competitor who owns the conversation, and a concrete next move.
Map each gap type to channels and audiences. Editorial for perception repair. UGC and Reddit for attention gaps. Owned content for discovery. Peec monitoring prompts to measure whether activation is closing the gap.
"Nothing Phone is the go-to minimalist tech brand."
Blocked. Apple owns that AI-answer association at 39% vs 6%. Presence Rx gives a safer rewrite the brand can actually use — and explains why.
The system would rather kill a claim than let an overclaim through.
cd webapp && npm install && npm run devOpen localhost:3000. Pick Nothing Phone, Attio, or BMW.
Requires Node.js 18.17+. The Python pipeline (uv sync --dev && make run) requires Python 3.11+.
Peec AI provides the visibility truth. Tavily enriches with public web evidence. Gemini runs perception analysis. Presence Rx is the decision layer: gap classification, action priority, channel mapping, and claim ceilings. Every metric traces to a named source.
Peec AI MCP | Tavily | Gemini | Next.js | React | Tailwind CSS | Recharts | Python | Pydantic
Peec AI track — Big Berlin Hack 2026. Solo build by Amit Prusty with AI-assisted development.