AI & ML sites on Sitedex

We've audited 38 ai & ml sites for how AI agents read them. Average AI-readiness: 29.4/100. Of those, 1 (3%) score 60 or higher — the threshold we call agent-ready.

Last audited:

The AI & ML leaderboard

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

  1. 01

    Hold Your Voice

    holdyourvoice.com

    60
  2. 02

    Validator AI

    validatorai.com

    57
  3. 03

    Sitedex

    sitedex.dev

    57
  4. 04

    Char

    char.com

    49
  5. 05

    Lattis

    lattis.dev

    46
  6. 06

    FotoGenie

    fotogenie.ai

    44
  7. 07

    Geo It Is

    geoitis.com

    44
  8. 08

    Profound

    tryprofound.com

    43
  9. 09

    PageAI

    pageai.pro

    42
  10. 10

    Frictionless

    frictionlessai.net

    40
  11. 11

    sunpeak

    sunpeak.ai

    40
  12. 12

    Anthropic

    anthropic.com

    38
  13. 13

    Paintit.ai

    paintit.ai

    37
  14. 14

    Okara

    okara.ai

    35
  15. 15

    AgentRoot

    agentroot.io

    35
  16. 16

    Mastra

    mastra.ai

    34
  17. 17

    Photo AI

    photoai.com

    33
  18. 18

    AgentSeal

    agentseal.org

    33
  19. 19

    Namedesk

    namedesk.app

    30
  20. 20

    getclaw

    getclaw.sh

    30
  21. 21

    LaunchChair

    launchchair.io

    29
  22. 22

    ClickHouse

    clickhouse.com

    27
  23. 23

    Fireflies

    fireflies.ai

    27
  24. 24

    Fast Web

    fast-web.es

    27
  25. 25

    Replicate

    replicate.com

    23
  26. 26

    Sansa

    trysansa.com

    20
  27. 27

    ChatAI

    chatai.com

    20
  28. 28

    Selector AI

    selector.ai

    20
  29. 29

    Espressio AI

    espressio.ai

    18
  30. 30

    Bear AI

    usebear.ai

    17
  31. 31

    Lovart

    lovart.ai

    17
  32. 32

    GeoDaddy

    geodaddy.dev

    13
  33. 33

    The Hog

    thehog.ai

    13
  34. 34

    Remodel AI

    remodelai.app

    13
  35. 35

    DNSid

    dnsid.ai

    8
  36. 36

    Bizzy

    usebizzy.com

    0
  37. 37

    Boom

    useboom.ai

    0
  38. 38

    CapCut

    capcut.com

    0

Common gaps in ai & ml

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

  • 88% missing

    Markdown content negotiation

    Servers respond with text/markdown when asked.

  • 81% missing

    WebMCP widget

    In-browser tool registration via navigator.modelContext.

  • 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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