Structured offer network for AI-native commerce connecting AI products with merchant offers and preserving attribution
AI model of your product's business logic accessible to people and AI agents
Stage
Not given
Not given
Founded
Not given
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Based in
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GB
Pricing model
Free
Freemium
Pricing
Not given
Free: 10,000 starting credits plus 1,000 per month. Engineering: $29 per active developer per month with 30,000 pooled credits each month. GitMir Vibe: $9 per person per month. Cloud Compute: $99 per project per month. MeetAI: $49 per project per month. GoBots: $99 per venture per month. Market: $49
Key features
Capture user intent signals
Match intent to ranked merchant offers
Native offer rendering
Qualified outcome tracking
Multiple presentation surfaces
TypeScript SDK integration
REST API for any language
Real-time performance reporting
Full design control with custom components
MCP access for compatible hosts
Builds features, rules and customer paths and keeps them current with every push
Shows what each commit changed in the business logic, not only in the code
Provides change impact analysis before merge showing what could break
Checks PRDs and specifications against the product
Delivers understanding to AI agents over MCP
Runs locally on your machine with GMM Local
Finds risky patterns and problems in the product
Enterprise deployment inside your security boundary
Integrates with Claude Code, Cursor, Codex and VS Code
MCP access for agents with 1-10 credits per answer
What makes it different
No injected iframes or third-party scripts
Minimal integration required
Intent-matched offers vs fixed ad placements
Dynamic offer matching for AI workflows
No minimum traffic requirements
Nearly 3× fewer errors on Benchmark 001 compared to alternatives
8.4K tokens per question instead of 27.4K for competitors
Results published and measurable; method is proprietary
Reduces AI cost per completed agent action from $0.35 to $0.08