AI Search Visibility (GEO / AEO Monitoring)

Status: [Live — April 2026]

Track how AI tools (ChatGPT, Claude, Gemini, Perplexity) mention your brand in response to monitored prompts. Produces a GEO Score, per-platform mention rates, competitor gap analysis, and a brand narrative.

Contents

• Architecture — DB schema, worker, API routes, credit wiring
• UI — Dashboard pages, platform cards, prompt visibility table
• Configuration — Environment variables and platform setup

Feature Summary

Live Run Results (April 2026)

First confirmed end-to-end run: 29 prompts × 4 platforms = 58 snapshots created (ChatGPT + Claude only; Gemini + Perplexity errored — see Known Issues).

• GEO Score: 21% (Low)
• Brand Narrative: Generated — Leadmetrics described in functional, category-level terms as a lead management/marketing automation platform
• Competitor Gap: No gaps detected on first run
• Recommended Actions: Populated with content strategy suggestions based on score

Known Issues / Future Work

• Gemini 429 (rate limit): The Google Generative AI key on the free tier hits quota limits during a full 29-prompt run. A paid Gemini API key or quota increase is required for reliable results. See Configuration.
• Perplexity key not yet configured: The Perplexity API key placeholder has not been replaced with a real key. All Perplexity calls return 401. Add the real key to apps/servers/agents/.env, apps/api/.env, and apps/dashboard/.env.local once available. See Configuration.