What this agent does
Buyers increasingly research brands through AI answer engines — Google AI Overviews, ChatGPT, Perplexity — instead of classic search, and there's no dashboard that tells you whether your brand actually shows up there. This automation runs a two-stage pipeline that checks your visibility and turns the gaps into a prioritized content plan:
stage-1-visibility-check— checks each of your target queries against the sources AI answer engines are known to cite (top organic results, featured-snippet-style pages, Reddit/Quora threads), and records whether your brand and each named competitor were found, with a specific evidence URL per finding.stage-2-gap-scoring— scores every query as a high-priority gap, an uncontested opportunity, a position to defend, or ground you already hold vs. named competitors; computes visibility percentages; and writes a concrete content recommendation for every gap and opportunity.
Every run appends a row to a local visibility-history log, so you can track visibility trend over time.
Requirements
- Runs entirely on free, built-in research tools (
web_search,web_research,x_search) — no paid SERP-tracking, AI-search-visibility, or GEO-analytics API required. - Works on Zo Computer natively, and on Claude AI (claude.ai/Cowork with Skills + code execution enabled, or Claude Code) — the pipeline has no Zo-specific dependencies.
- No API key beyond your existing Zo or Claude access. Nothing is ever published or sent automatically.
Setup
- Unzip the package into your workspace, keeping the folder structure intact.
- Fill in your real brand, named competitors, and 5–10 target queries so you don't have to restate them every run.
- Optionally set up a dedicated persona for this project using the included persona text.
- Run a starter prompt to try it end to end.
- For recurring checks, schedule it as a monthly recurring run (AI-cited sources don't shift as fast as day-to-day search rankings).
Full installation instructions for Zo Computer, claude.ai (Cowork), and Claude Code are included in the package.
What you get
- A recurring check of whether your brand and named competitors actually show up in AI answer engines, with evidence for every finding
- Every query scored as a gap to close, an opportunity to claim, or ground you already hold
- A concrete content recommendation for every gap and opportunity found
- A running visibility-history log so you can track your trend over time, not just a single snapshot
- Setup that works out of the box on both Zo Computer and Claude AI, no paid APIs required
