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.
Threat intel index
All known bots
Bot identities are ordered by their most recent observation.
Showing 2,449–2,472 of 4,090 known bots
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Bot identity #22,402
mozilla/5.0 (compatible; vlmdataresearch/1.0)
Latest observed user-agentmozilla/5.0 (compatible; vlmdataresearch/1.0)- Observed requests
- 65
- Sites
- 3
- Networks
- 1
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Latest observed user-agent
shopifyintelresearch/1.0 (research crawler; +mailto:manthri.ashish.raj@gmail.com); polite; honors-rate-limits- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #27,657
mozilla/5.0 (compatible; wheretorestbot/1.0; +https://wheretorest.com)
Latest observed user-agentmozilla/5.0 (compatible; wheretorestbot/1.0; +https://wheretorest.com)- Observed requests
- 2
- Sites
- 1
- Networks
- 2
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Latest observed user-agent
mozilla iphone iphone like x applewebkit khtml like gecko chrome mobile safari compatible google extended http google html- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #9,306
msh-pdfmin/1
Latest observed user-agentmsh-pdfmin/1- Observed requests
- 212
- Sites
- 14
- Networks
- 103
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Bot identity #27,587
mastodon/4.6.2 (http.rb/5.3.1; +https://fedi.esgeroth.org/)
Latest observed user-agentmastodon/4.6.2 (http.rb/5.3.1; +https://fedi.esgeroth.org/)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #27,585
searchbot/1.0 (+http://192.168.106.107:3000)
Latest observed user-agentsearchbot/1.0 (+http://192.168.106.107:3000)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #27,537
a11y-sa-globility-index/1.0 (location backfill; eugene@a11y.co.za)
Latest observed user-agenta11y-sa-globility-index/1.0 (location backfill; eugene@a11y.co.za)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #27,536
sa-za-accessibility-collector/1.0 (+research; polite crawl)
Latest observed user-agentsa-za-accessibility-collector/1.0 (+research; polite crawl)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Latest observed user-agent
mozilla/5.0 (macintosh; intel mac os x 10_15_7) applewebkit/537.36 (khtml, like gecko; compatible; oai-searchbot/1.3; +https://openai.com/searchbot) chrome/91.0.8170.190 safari/537.36- Observed requests
- 3
- Sites
- 3
- Networks
- 3
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Latest observed user-agent
mozilla/5.0 (iphone 5sglobal; cpu iphone os 9_3_5 like mac os x) applewebkit/601.1.46 (khtml- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #27,422
mozilla/5.0 (compatible; found9rootsignalprefilter/1.0; +https://grotstudios.de)
Latest observed user-agentmozilla/5.0 (compatible; found9rootsignalprefilter/1.0; +https://grotstudios.de)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #15
ads-txt-crawler/2.0
Latest observed user-agentads-txt-crawler/2.0- Observed requests
- 47
- Sites
- 47
- Networks
- 5
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Bot identity #21,117
net-research-scan/1.0 (+https://example.org/scan-info; abuse contact)
Latest observed user-agentnet-research-scan/1.0 (+https://example.org/scan-info; abuse contact)- Observed requests
- 7
- Sites
- 5
- Networks
- 1
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Bot identity #27,347
mozilla/5.0 (compatible; linkedinresolver/1.0)
Latest observed user-agentmozilla/5.0 (compatible; linkedinresolver/1.0)- Observed requests
- 2
- Sites
- 1
- Networks
- 2
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Bot identity #13,622
mozilla/5.0 (compatible; bizscraper/1.0)
Latest observed user-agentmozilla/5.0 (compatible; bizscraper/1.0)- Observed requests
- 2
- Sites
- 2
- Networks
- 1
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Bot identity #15,046
mastodon/4.6.6 (http.rb/5.3.1; +https://socialbc.ca/)
Latest observed user-agentmastodon/4.6.6 (http.rb/5.3.1; +https://socialbc.ca/)- Observed requests
- 2
- Sites
- 1
- Networks
- 2
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Bot identity #4,996
misskey/2025.4.7 (https://shork.social/)
Latest observed user-agentmisskey/2025.4.7 (https://shork.social/)- Observed requests
- 3
- Sites
- 1
- Networks
- 1
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Bot identity #27,332
mastodon/4.6.0 (http.rb/5.3.1; +https://newsie.social/)
Latest observed user-agentmastodon/4.6.0 (http.rb/5.3.1; +https://newsie.social/)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #27,331
mastodon/4.5.11 (http.rb/5.3.1; +https://alaskan.social/)
Latest observed user-agentmastodon/4.5.11 (http.rb/5.3.1; +https://alaskan.social/)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #21,253
mastodon/4.5.8 (http.rb/5.3.1; +https://omgwars.com/)
Latest observed user-agentmastodon/4.5.8 (http.rb/5.3.1; +https://omgwars.com/)- Observed requests
- 2
- Sites
- 1
- Networks
- 2
-
- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #27,326
mozilla/5.0 (compatible; webclicklabsleadresearch/1.0)
Latest observed user-agentmozilla/5.0 (compatible; webclicklabsleadresearch/1.0)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #23,299
mozilla/5.0 (compatible; lovedbyai-agencyscan/1.0; +https://www.lovedby.ai/bot)
Latest observed user-agentmozilla/5.0 (compatible; lovedbyai-agencyscan/1.0; +https://www.lovedby.ai/bot)- Observed requests
- 17
- Sites
- 11
- Networks
- 4
About the directory
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.