See how ChatGPT, Claude, Gemini and Perplexity describe your brand and your competitors — and what it takes to be cited over them.
GEO Competitive Monitoring measures how AI models and agents actually see your brand. It runs brand×model exposure matrices, position/ladder tests, and competitive audits across ChatGPT, Claude, Gemini and Perplexity — then turns the findings into concrete GEO actions: structured data, citable summary blocks and answer-content that models can quote. If AI answers are becoming a traffic channel, this is the instrument panel for it.
A matrix of how prominently each AI model mentions your brand when asked about your category — your share of AI voice.
Run the same prompt against models and track where your brand lands — first answer, deep in the list, or not at all.
Monitor competitors in the same queries so you know exactly whose brand is being cited instead of yours.
AI visibility tracked over time with alerts when your brand's share of AI answers rises or collapses.
Assess how well AI agents can understand your site through Model Context Protocol — the storefront for agent traffic.
Score whether an agent can actually complete a purchase on your store — the agent-commerce conversion audit.
Find which of your pages are structured and worded so models can quote them — and what's missing from the answer-ready content.
FAQPage, Service, SoftwareApplication and more — concrete schema fixes that make your content machine-citeable.
Every finding maps to a tracked action with evidence — GEO becomes a workflow, not a curiosity.
Track position in AI answers across models — the channel where discovery is moving — not just the blue links.
A repeatable matrix across four models with trend and alerting — you get data, not anecdotes.
Beyond mentions: share of AI voice, ladder position, MCP readiness and agent-commerce scores.
ChatGPT, Claude, Gemini and Perplexity behave differently — monitoring one hides most of the picture.
A reusable 10-level GEO ladder test measures how often ChatGPT, Claude, Gemini and Perplexity mention your brand and where. One round of ~120 calls costs about $0.23 — cheap enough to run as a standing monitor.
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