Finance sites on Sitedex

We've audited 5 finance sites for how AI agents read them. Average AI-readiness: 38.4/100. Of those, 0 (0%) score 60 or higher — the threshold we call agent-ready.

Last audited:

The Finance leaderboard

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

  1. 01

    MPP

    mpp.dev

    56
  2. 02

    MediaOptions

    mediaoptions.com

    54
  3. 03

    Pennywise

    pennywise-app.com

    38
  4. 04

    Stripe

    stripe.com

    31
  5. 05

    VINLID

    vinlid.com

    13

Common gaps in finance

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.

  • 75% missing

    llms.txt

    A markdown index agents read to understand your site.

  • 75% missing

    Content-Signal policy

    Tells AI crawlers what they can and can't do.

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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