MarTech Agent-Readiness Scanner
Most APIs were designed for humans with documentation. Which ones are actually usable by an agent?
A self-assessment tool that scores any marketing or ad-tech platform's public API on how usable it actually is for autonomous AI agents — auth model, write safety, observability, developer experience — the way a security or SEO grader scores a website. Built as a single-file HTML wizard, no backend.
Problem statement
2026 research shows most marketing/sales SaaS platforms have real API gaps that block AI agents from using them safely — coarse auth, no MCP support, non-idempotent write-back, poor audit trails. Nobody has a simple way to score "is this platform actually agent-ready" the way SEO/security graders exist for other dimensions.
ICP (who exactly has this problem)
Marketing/RevOps leaders and platform PMs evaluating whether to build agentic workflows on top of a given MarTech tool; also useful as a credibility artifact for consulting conversations (Clearpath/Porino).
Market and TAM
Not sized — this is a lead-gen/thought-leadership artifact first, not a standalone business. Value is in distribution (shareable grader), not direct monetization.
Alternatives (how people solve this today)
Nothing purpose-built exists; people either read API docs manually or find out the hard way mid-build that a platform can't support the workflow they wanted.
How it works
9-question self-report wizard across 4 weighted categories (Auth & Access, Write Safety, Observability, Developer Experience) → 0-100 score, radial gauge, category breakdown, narrative verdict, "what's missing" list. Pure client-side, no live API calls.
Riskiest assumption
That a self-report score (vs. a live scan) is credible/useful enough to be worth sharing — no way to verify a company's honest self-assessment.
Open questions
Worth a v2 that does live checks against public API docs instead of pure self-report? Would need backend + scraping, real scope increase.