Live observational intelligence

Known bot directory

Explore bot identities observed across real-world web traffic. Each record shows a real, recently observed user-agent string together with sightings from sites, request activity, variants, and source networks.

All known bots

Bot identities are ordered by their most recent observation.

Showing 625–648 of 8,734 known bots
  1. Bot identity #137

    axios/1.17.0

    Latest observed user-agent axios/1.17.0
    Observed requests
    2,444
    Sites
    99
    Networks
    260
  2. Observed requests
    2
    Sites
    2
    Networks
    1
  3. Bot identity #40,510

    zern-scanner (+https://zern.io)

    Latest observed user-agent zern-scanner (+https://zern.io)
    Observed requests
    20
    Sites
    4
    Networks
    4
  4. Observed requests
    4
    Sites
    4
    Networks
    4
  5. Latest observed user-agent iceshrimp/2026.5.1 (https://zerschnurrt.de)
    Observed requests
    1
    Sites
    1
    Networks
    1
  6. Observed requests
    8
    Sites
    1
    Networks
    5
  7. Observed requests
    15
    Sites
    15
    Networks
    2
  8. Bot identity #1,217

    ahc/2.1

    Latest observed user-agent ahc/2.1
    Observed requests
    165
    Sites
    30
    Networks
    51
  9. Bot identity #47,006

    wp fastest cache preload bot

    Latest observed user-agent wp fastest cache preload bot
    Observed requests
    2
    Sites
    2
    Networks
    2
  10. Observed requests
    1
    Sites
    1
    Networks
    1
  11. Observed requests
    80
    Sites
    42
    Networks
    4
  12. Observed requests
    0
    Sites
    57
    Networks
    0
  13. Observed requests
    31
    Sites
    24
    Networks
    28
  14. Observed requests
    1
    Sites
    1
    Networks
    1
  15. Observed requests
    40
    Sites
    5
    Networks
    20
  16. Observed requests
    42
    Sites
    17
    Networks
    3
  17. Bot identity #80,312

    moonvine-llm-visibility/1.0

    Latest observed user-agent moonvine-llm-visibility/1.0
    Observed requests
    1
    Sites
    1
    Networks
    1
  18. Observed requests
    3
    Sites
    2
    Networks
    1
  19. Observed requests
    1
    Sites
    1
    Networks
    1
  20. Observed requests
    13
    Sites
    14
    Networks
    9
  21. Observed requests
    185
    Sites
    12
    Networks
    63
  22. Observed requests
    8
    Sites
    7
    Networks
    2
  23. Observed requests
    1
    Sites
    1
    Networks
    1
  24. Observed requests
    3,675
    Sites
    61
    Networks
    82

Built from normalized observations

Slothstorm groups minor versions and raw user-agent variations under a stable bot identity while displaying a real, recently observed user-agent for each record. Counts reflect telemetry processed by the platform and may grow as new traffic and network resolutions arrive.