SaaS sites on Sitedex

We've audited 32 saas sites for how AI agents read them. Average AI-readiness: 38.6/100. Of those, 6 (19%) score 60 or higher — the threshold we call agent-ready.

Last audited:

The SaaS leaderboard

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

  1. 01

    Linear

    linear.app

    75
  2. 02

    Clerk

    clerk.com

    75
  3. 03

    Affonso

    affonso.io

    75
  4. 04

    Postmark

    postmarkapp.com

    71
  5. 05

    Intercom

    intercom.com

    61
  6. 06

    AlertOps

    alertops.com

    61
  7. 07

    UserJot

    userjot.com

    58
  8. 08

    Kleo

    kleo.so

    56
  9. 09

    Chatwoot

    chatwoot.com

    49
  10. 10

    Dropbox

    dropbox.com

    49
  11. 11

    Kelviq

    kelviq.com

    46
  12. 12

    Feedbask

    feedbask.com

    44
  13. 13

    Framer

    framer.com

    41
  14. 14

    Onde

    onde.app

    40
  15. 15

    SEOLint

    seolint.dev

    37
  16. 16

    Fellow

    fellow.ai

    37
  17. 17

    Spike

    spike.sh

    37
  18. 18

    Ghost

    ghost.org

    35
  19. 19

    Maileroo

    maileroo.com

    30
  20. 20

    Preventa 360

    preventa.ro

    29
  21. 21

    FireHydrant

    firehydrant.com

    27
  22. 22

    incident.io

    incident.io

    27
  23. 23

    Lemon Squeezy

    lemonsqueezy.com

    23
  24. 24

    Fora

    fora.so

    22
  25. 25

    Motive

    gomotive.com

    20
  26. 26

    Pagerly

    pagerly.io

    20
  27. 27

    Zenduty

    zenduty.com

    20
  28. 28

    Kagibag

    kagibag.com

    17
  29. 29

    Speakap

    speakap.com

    17
  30. 30

    Peeqback

    peeqback.com

    13
  31. 31

    LaunchLead

    launchlead.io

    13
  32. 32

    Tacit

    tacithq.com

    10

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.

  • 94% missing

    MCP server card

    A JSON server card lets agents discover your MCP endpoint.

  • 88% 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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