AI Answer Engine Visibility Tracker AI Agent

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:

1. 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.
2. 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

1. Unzip the package into your workspace, keeping the folder structure intact.
2. Fill in your real brand, named competitors, and 5–10 target queries so you don't have to restate them every run.
3. Optionally set up a dedicated persona for this project using the included persona text.
4. Run a starter prompt to try it end to end.
5. 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