What it sells
Agent-led growth platform that evaluates how AI agents discover and use a software product across APIs, SDKs, CLIs, MCP servers and agent skills.
Business model breakdown
Buyer: who owns the budget?
UnverifiedProduct and marketing teams at software companies whose products are used by AI coding agents.
Trigger: what makes them buy now?
Wanting to know where coding agents recommend them versus competitors and to fix friction blocking agent adoption.
Workflow: what inputs become what output?
Track where agents recommend the product; run real tasks to test agent usability; analyze which agents visit docs; turn lost recommendations and failed tasks into prioritized improvements; benchmark against competitors.
Economics: what it saves and how it charges
Subscription with monthly credits plus custom annual enterprise contracts; API, MCP and CLI access included in every plan.
Distribution: how it reaches customers
Self-serve signup with free trial, content marketing (competitor comparison posts) and public agent leaderboards.
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| 2026-09 | — | $4M | Nexus Venture Partners (lead) | kr-asia.com |
Profiles summarize public reporting and company websites. Business-model notes are MaxBC's reading of that material, not confirmed facts; unknowns are left blank rather than guessed. Updated 2026-10-12.