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. ai-visibility-checker — 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. geo-gap-reporter — 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 two skills are plain SKILL.md files with 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 (the two skills must stay project-local under Skills/).
2. Edit config/visibility-tracking.md with your real brand, named competitors, and 5–10 target queries.
3. (Optional) Ask your AI to create a persona for this project using the text in persona.md.
4. Run a starter prompt from starter-prompts.md to try it end to end.
5. For recurring checks, schedule automation-prompt.md 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 installation-prompt.md / installation-prompt-claude.md inside the package.

What's included

• Skills/ai-visibility-checker/SKILL.md and Skills/geo-gap-reporter/SKILL.md — the two pipeline skills
• config/visibility-tracking.md — editable brand, competitors, and target queries
• config/visibility-history.md — append-only log of every run's visibility scores
• installation-prompt.md, installation-prompt-claude.md — paste-in install prompts
• automation-prompt.md — instructions for scheduling a recurring run
• persona.md, starter-prompts.md — dedicated persona text and example prompts
• assets/ — pipeline diagram and logos used in the docs