The whole market.
Discovered, enriched, and made comparable.
compare-agent.ai uses AI research agents to complete entire verticals, surfacing more providers and richer data than any broker, directory or comparison site. Then an agentic layer sits on top, helping you interrogate the data and guide your own decision.
Comparison sites only compare who signed up.
Every legacy directory, broker and marketplace hits the same wall: they can only show you the providers they've onboarded. That's a chicken-and-egg problem that takes decades to solve, and leaves consumers with a partial, biased view of the market. AI research collapses that. We complete the supply side ourselves, before anyone signs up.
A subset of providers who paid to be listed. Thin data. Ranked by commission, not fit.
The full market, discovered and enriched by AI. An agent that helps you reason across it. You decide.
Complete the market, then compare it
AI research agents discover, structure and enrich every provider in a vertical, whether they've heard of us or not. The comparison is built on the whole market, not the subset that signed up.
An agentic layer over the data
Consumers don't wade through 400 filters. They ask an agent. It reasons across the enriched dataset, weighs the trade-offs and guides the decision, in plain language.
One reasoning core, many verticals
Every site runs on the same research pipeline, data spine and agent core. New categories launch in weeks, the hard part (completing a market) is shared infrastructure.
Transparent, sourced, defensible
Every data point the agent surfaces is traceable to a source. Providers can later verify and enrich their own record, improving the comparison for everyone.
Marketplaces deployed.
Same brain. Same data spine. Purpose-built for one market at a time, starting with the industries where brokers and directories are the most broken.
Choose Franchise
Every franchise brand, enriched and comparable, without a broker in the middle.
Pilates Course Comparison Agent
Every studio, style and format, surfaced, structured and easy to compare.
TrialSession.com
Discover and compare trial offers across providers, before you commit.
Complete the market. Then let the agent guide you through it.
We complete the market
AI research agents discover and enrich every provider in a vertical, the whole market, not just who paid to be listed.
You ask the agent
Describe what matters in plain language. The agent reasons across the enriched dataset, no forms, no dead filters.
You get a comparison you can act on
Structured trade-offs, sourced data points, and a clear shortlist, so the decision is yours, informed.
You're already in the comparison. Come make your record better.
Franchise brands, studios, coaches, providers, our agents have already researched and enriched your listing from public sources. Claim it to verify the facts, add depth, and help consumers compare you fairly. The market is being built with or without you.