SaaS sites on Sitedex

We've audited 38 saas sites for how AI agents read them. Average AI-readiness: 40.4/100. Of those, 7 (18%) score 60 or higher — the threshold we call agent-ready.

Last audited: July 14, 2026

The SaaS leaderboard

Ranked by composite AI-readiness score. Click any site to see the full audit.

Common gaps in saas

What most sites in this category are missing — and what shipping it would unlock.

100% missing
WebMCP widget
In-browser tool registration via navigator.modelContext.
91% missing
MCP server card
A JSON server card lets agents discover your MCP endpoint.
91% missing
OpenAPI spec
A discoverable OpenAPI spec at /openapi.json.

How we score AI-readiness

Each audit blends a protocol score (14 signals, 30% of the composite) and a content score (15 buyer questions evaluated by an LLM judge against the indexed content, 70% of the composite). Sites scoring 60 or higher are agent-ready. See the full methodology →

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The SaaS leaderboard

Common gaps in saas

How we score AI-readiness

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