# Mothlight

> Mothlight is an open observatory of bots and AI agents attacking the web: a multi-region honeypot network that labels every automated visitor, scores how likely it is to be AI-driven, and publishes the data.

Where bots come to be seen.

Data mode: Observed sensor data.
Snapshot: 2026-11-02T00:35:17.740Z. Window: rolling last 24 hours.
42,631 automated requests; 0.1% in AI-related categories (AIC, AIA, AIX).
This is sensor traffic, not all internet traffic. AI category share does not prove every request used an LLM or was malicious.

## Research and evidence
- [Live observations](https://mothlight.ai/live): recent requests and provisional labels
- [Bot directory](https://mothlight.ai/bots): stable IDs, confidence and identity verification
- [Reports](https://mothlight.ai/reports): daily statistical digests with UTC windows
- [Methodology](https://mothlight.ai/methodology): labeling, confidence, AI likelihood and limitations
- [Robots compliance](https://mothlight.ai/robots-compliance): controlled rule tests and observed violations
- [Canaries](https://mothlight.ai/canaries): behavioral evidence, without active token values
- [Threats](https://mothlight.ai/threats): observed attack patterns and defensive context

## Reuse
- [Dataset](https://mothlight.ai/data): samples and aggregates, CC BY 4.0 (samples require an approved read key)
- [API reference](https://mothlight.ai/api-docs): aggregates without a key; event-level and bulk endpoints need an approved key
- [Overview JSON](https://mothlight.ai/api/v1/stats/overview)
- [RSS](https://mothlight.ai/feed.xml)
- [Extended machine-readable guide](https://mothlight.ai/llms-full.txt)
CC BY 4.0 applies strictly to public samples and aggregates: https://creativecommons.org/licenses/by/4.0/
Attribution for those public releases: Mothlight, source URL, UTC observation window, access date, CC BY 4.0. Indicate modifications.
Gated event data, raw data, realtime feeds and training exports are proprietary. Access does not grant redistribution or training rights; request terms at help@mothlight.ai.

## Access matrix
- Anonymous: aggregates that mirror the public website only (stats, regions, reports, robots-compliance aggregates, known-bots, bot directory and profiles). Event lists, event details, /stream, /export, /canaries and /prompts return 401 with the request-form URL.
- read: approved key (issued only after a human approves a request at /api-docs#request-api-access): aggregates, CC BY 4.0 export samples and delayed event teasers, with higher request quotas. Event lists allow 50 rows/page and 200 rows/window, with a maximum 24-hour window ending at least 60 minutes ago. A read key does not unlock gated data.
- events: gated event lists and details, including sensitive metadata and IP filtering. No per-event SSE or full export without the corresponding scope.
- stream: gated event access and per-event SSE. Other callers receive aggregate SSE only.
- export: gated event access and full JSON, CSV or NDJSON export, up to 100,000 rows/call.
- raw: all gated capabilities, raw IPs and payload/training JSONL export. A query parameter never grants a scope.
- Keyed export: /api/v1/export?format=ndjson with an approved read key returns a delayed, suppressed CC BY 4.0 sample of at most 1,000 rows. Without a key it returns 401. Full export requires export or raw; format=jsonl requires raw.
Keyed export samples include deterministic synthetic watermark rows. These are provenance markers, not observed attacks; operators detect them using ML_WATERMARK_SEED and the sample UTC day.

## Ethics
- [Ethics and disclosure](https://mothlight.ai/ethics)
- [Security contact](https://mothlight.ai/.well-known/security.txt)
- [About Mothlight](https://mothlight.ai/about): a SEWORKS observatory
- [Contact and licensing](https://mothlight.ai/contact)
Passive inbound observation only. No active scans, visitor callbacks, code execution, or real-model calls from fake endpoints.
Brand-site robots.txt allows every crawler, including AI crawlers. Decoy experiments are separate.
Contact: help@mothlight.ai.
Language: English.

## Definitions and limitations
Known vendor identity, label confidence (0-100), and AI likelihood (0-100) are separate measures.
Confidence weighting: User-Agent 20, network identity 35, fingerprint 15, behavior 30.
AIC = AI crawler; AIA = user-delegated AI agent; AIX = inferred AI-driven recon or exploitation; SCN = scanner; EXP = exploit bot; HBR = headless browser; LIB = HTTP library; SEC = search crawler; MON = monitor; HUM = likely human; UNK = unknown.
Verified = claim supported by network evidence; spoofed = conflicting evidence; unverifiable = verification unavailable; not_applicable = no vendor claim.
Clusters group shared signatures, not proven people. Canary follows are evidence, with replay and attribution limitations.
Sensor placement, edge rejection, sampling, missed heartbeats and classification lag limit conclusions.
Raw events: 180-day retention. Captured payload samples: 90 days. Aggregates: indefinite.
Public IPs follow the disclosure policy; gated event access has a separate scope requirement. See the ethics policy and API reference. Public visibility never grants rights to proprietary exports.

## Bot profiles (first page, at most 100)
- [Plaint Ant 2](https://mothlight.ai/bots/cl-28a90a): SCN-UNK-28A90A; confidence 30/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:30:15.210Z.
- [Umber Sweatbee](https://mothlight.ai/bots/cl-7eb48d): SCN-UNK-7EB48D; confidence 30/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:30:16.301Z.
- [Amber Stagbeetle](https://mothlight.ai/bots/cl-ed0950): SCN-UNK-ED0950; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:25:59.451Z.
- [Velvet Harvester](https://mothlight.ai/bots/cl-b96b84): SCN-UNK-B96B84; confidence 30/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T22:12:20.724Z.
- [Scarlet Gnat](https://mothlight.ai/bots/cl-307f57): SCN-UNK-307F57; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:30:10.482Z.
- [Rowan Dobsonfly](https://mothlight.ai/bots/cl-b2c951): SCN-UNK-B2C951; confidence 30/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:30:07.811Z.
- [Rowan Sphinxmoth](https://mothlight.ai/bots/cl-2b7bcc): SCN-UNK-2B7BCC; confidence 18/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T08:34:16.243Z.
- [Mellow Moth](https://mothlight.ai/bots/cl-6f0067): SCN-UNK-6F0067; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:30:01.295Z.
- [Saffron Cicada](https://mothlight.ai/bots/cl-3078c0): SCN-UNK-3078C0; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:30:09.921Z.
- [Cedar Wasp](https://mothlight.ai/bots/cl-1d160e): SCN-UNK-1D160E; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:28:05.382Z.
- [Quiet Midge](https://mothlight.ai/bots/cl-b318fe): SCN-UNK-B318FE; confidence 19/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T08:34:34.509Z.
- [Golden Hornet 2](https://mothlight.ai/bots/cl-4f6d4c): SCN-UNK-4F6D4C; confidence 30/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:30:14.430Z.
- [Opal Beetle 5](https://mothlight.ai/bots/cl-1b4212): SCN-UNK-1B4212; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T23:18:19.890Z.
- [Swift Scarab](https://mothlight.ai/bots/cl-76e448): SCN-UNK-76E448; confidence 16/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T08:32:54.517Z.
- [Cobalt Cricket](https://mothlight.ai/bots/cl-b22e7e): SCN-UNK-B22E7E; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T23:36:49.445Z.
- [Umbral Horsefly](https://mothlight.ai/bots/cl-c75d21): SCN-UNK-C75D21; confidence 19/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T08:34:24.031Z.
- [Onyx Cricket](https://mothlight.ai/bots/cl-e5cab8): SCN-UNK-E5CAB8; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T17:42:39.686Z.
- [Scarlet Thrip](https://mothlight.ai/bots/cl-65bbc4): SCN-UNK-65BBC4; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T21:29:06.403Z.
- [Tawny Underwing](https://mothlight.ai/bots/cl-2f82ac): SCN-UNK-2F82AC; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:30:02.183Z.
- [Umber Silkworm](https://mothlight.ai/bots/cl-8b7939): SEC-UNK-8B7939; confidence 35/100; AI likelihood 0/100; verification spoofed; 0 requests / 24 h; last seen 2026-11-01T06:38:31.539Z.
- [Nimble Cuckoobee](https://mothlight.ai/bots/cl-2fe28e): SCN-UNK-2FE28E; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T23:58:41.875Z.
- [Keen Moth](https://mothlight.ai/bots/cl-d0a25d): SCN-UNK-D0A25D; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:26:48.877Z.
- [Tawny Gypsymoth](https://mothlight.ai/bots/cl-d1e4d6): SCN-UNK-D1E4D6; confidence 30/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T17:41:29.813Z.
- [Swift Planthopper](https://mothlight.ai/bots/cl-2048a8): SCN-UNK-2048A8; confidence 30/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:29:28.265Z.
- [Ashen Midge 2](https://mothlight.ai/bots/cl-451757): SCN-UNK-451757; confidence 30/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T14:13:20.114Z.
- [Vivid Hornet](https://mothlight.ai/bots/cl-577445): SEC-UNK-577445; confidence 35/100; AI likelihood 0/100; verification spoofed; 0 requests / 24 h; last seen 2026-11-01T11:23:52.429Z.
- [Misty Harvester](https://mothlight.ai/bots/cl-c4ff66): SCN-UNK-C4FF66; confidence 30/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:26:20.584Z.
- [Swift Dobsonfly](https://mothlight.ai/bots/cl-520de8): SCN-UNK-520DE8; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T12:50:26.051Z.
- [Frosty Owletmoth](https://mothlight.ai/bots/cl-d348e9): SCN-UNK-D348E9; confidence 21/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T08:29:37.278Z.
- [Opal Robberfly](https://mothlight.ai/bots/cl-7552dc): SCN-UNK-7552DC; confidence 30/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:06:22.133Z.
- [Umber Butterfly](https://mothlight.ai/bots/cl-d6f7d6): SCN-UNK-D6F7D6; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:29:42.922Z.
- [Sable Aphid](https://mothlight.ai/bots/cl-902368): SCN-UNK-902368; confidence 30/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:25:16.695Z.
- [Dusky Leafhopper 2](https://mothlight.ai/bots/cl-108711): SCN-UNK-108711; confidence 30/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T20:43:29.116Z.
- [Dapper Harvester](https://mothlight.ai/bots/cl-37654d): SCN-UNK-37654D; confidence 29/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T22:16:52.114Z.
- [Rusty Weevil 2](https://mothlight.ai/bots/cl-f05be8): SCN-UNK-F05BE8; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T23:07:29.993Z.
- [Quiet Cicada](https://mothlight.ai/bots/cl-f64829): SCN-UNK-F64829; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:26:48.138Z.
- [Hasty Webworm](https://mothlight.ai/bots/cl-0a80b4): SCN-UNK-0A80B4; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T23:28:15.519Z.
- [Marble Cuckoobee](https://mothlight.ai/bots/cl-a33602): SCN-UNK-A33602; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:27:02.401Z.
- [HeadlessChrome](https://mothlight.ai/bots/headless-headlesschrome): HBR-GOOGLE-HEADLESSCHROME; confidence 55/100; AI likelihood 0/100; verification unverifiable; 102 requests / 24 h; last seen 2026-11-01T22:51:51.416Z.
- [Lucid Cuckoobee](https://mothlight.ai/bots/cl-3abb97): SCN-UNK-3ABB97; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T23:24:44.376Z.
- [Gilded Earwig](https://mothlight.ai/bots/cl-a2dd6d): SCN-UNK-A2DD6D; confidence 19/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T08:13:31.230Z.
- [Silent Lacewing](https://mothlight.ai/bots/cl-4612c0): SCN-UNK-4612C0; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:24:59.305Z.
- [curl](https://mothlight.ai/bots/curl-curl): LIB-CURL-CURL; confidence 50/100; AI likelihood 0/100; verification unverifiable; 33 requests / 24 h; last seen 2026-11-02T00:03:13.058Z.
- [Swift Wasp](https://mothlight.ai/bots/cl-48dff0): SCN-UNK-48DFF0; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T21:34:21.872Z.
- [Rowan Cuckoobee](https://mothlight.ai/bots/cl-6da16b): SCN-UNK-6DA16B; confidence 40/100; AI likelihood 0/100; verification not_applicable; 91 requests / 24 h; last seen 2026-11-02T00:21:09.996Z.
- [Keen Thrip](https://mothlight.ai/bots/cl-0ee060): SCN-UNK-0EE060; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T21:51:47.451Z.
- [Velvet Gnat](https://mothlight.ai/bots/cl-51d3c0): SCN-UNK-51D3C0; confidence 30/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:21:46.478Z.
- [Willow Cuckoobee](https://mothlight.ai/bots/cl-faea03): SCN-UNK-FAEA03; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:22:43.662Z.
- [Onyx Thrip](https://mothlight.ai/bots/cl-d20631): SCN-UNK-D20631; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T09:48:36.779Z.
- [Misty Carpenterant 4](https://mothlight.ai/bots/cl-0b0358): SCN-UNK-0B0358; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T23:58:56.150Z.
- [Hasty Tentmoth](https://mothlight.ai/bots/cl-34bfc6): SCN-UNK-34BFC6; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:25:48.055Z.
- [Copper Horsefly 2](https://mothlight.ai/bots/cl-e13845): SCN-UNK-E13845; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T23:59:07.212Z.
- [Mellow Bee](https://mothlight.ai/bots/cl-46ef1b): SCN-UNK-46EF1B; confidence 30/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:24:11.389Z.
- [Frosty Thrip](https://mothlight.ai/bots/cl-ffb198): SCN-UNK-FFB198; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:00:07.293Z.
- [Lucid Moth](https://mothlight.ai/bots/cl-511d54): SCN-UNK-511D54; confidence 50/100; AI likelihood 0/100; verification not_applicable; 54 requests / 24 h; last seen 2026-11-01T15:54:40.637Z.
- [Velvet Cricket](https://mothlight.ai/bots/cl-75cefd): SCN-UNK-75CEFD; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:29:38.290Z.
- [Iron Dobsonfly](https://mothlight.ai/bots/cl-9fd189): EXP-UNK-9FD189; confidence 42/100; AI likelihood 0/100; verification not_applicable; 71 requests / 24 h; last seen 2026-11-01T16:56:09.946Z.
- [Cedar Mantis 2](https://mothlight.ai/bots/cl-b452d6): SCN-UNK-B452D6; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T16:25:25.847Z.
- [Rusty Tentmoth 3](https://mothlight.ai/bots/cl-b5f972): SCN-UNK-B5F972; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T12:36:41.667Z.
- [python-requests](https://mothlight.ai/bots/python-requests): LIB-PYTHON-PYTHONREQUESTS; confidence 40/100; AI likelihood 0/100; verification unverifiable; 67 requests / 24 h; last seen 2026-11-01T23:36:59.245Z.
- [Marble Planthopper](https://mothlight.ai/bots/cl-2907c9): SCN-UNK-2907C9; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T13:46:44.176Z.
- [Lunar Longhorn](https://mothlight.ai/bots/cl-4e835b): SCN-UNK-4E835B; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T09:56:49.839Z.
- [Wispy Cricket](https://mothlight.ai/bots/cl-530fae): SCN-UNK-530FAE; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T19:22:37.684Z.
- [Hasty Bee 2](https://mothlight.ai/bots/cl-627ef7): SCN-UNK-627EF7; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T17:32:10.535Z.
- [Plaint Katydid](https://mothlight.ai/bots/cl-6c8328): SCN-UNK-6C8328; confidence 40/100; AI likelihood 0/100; verification not_applicable; 61 requests / 24 h; last seen 2026-11-01T17:11:16.593Z.
- [Saffron Aphid](https://mothlight.ai/bots/cl-8a6562): SCN-UNK-8A6562; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T20:07:06.968Z.
- [Cedar Sphinxmoth](https://mothlight.ai/bots/cl-d32e75): SCN-UNK-D32E75; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:18:05.016Z.
- [Silent Butterfly](https://mothlight.ai/bots/cl-ff926c): SCN-UNK-FF926C; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T11:15:07.633Z.
- [Marble Carpenterant](https://mothlight.ai/bots/cl-4b7653): SCN-UNK-4B7653; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T14:42:58.214Z.
- [Velvet Locust](https://mothlight.ai/bots/cl-906015): SCN-UNK-906015; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T17:26:14.360Z.
- [Dapper Aphid](https://mothlight.ai/bots/cl-f4f7a5): SCN-UNK-F4F7A5; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T19:16:11.379Z.
- [Gilded Carpenterant](https://mothlight.ai/bots/cl-21220b): SCN-UNK-21220B; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:29:25.239Z.
- [Misty Planthopper](https://mothlight.ai/bots/cl-27d27a): SCN-UNK-27D27A; confidence 30/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T21:54:04.504Z.
- [Pale Cicada](https://mothlight.ai/bots/cl-a36441): SCN-UNK-A36441; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T23:50:17.377Z.
- [Rowan Sweatbee](https://mothlight.ai/bots/cl-c08624): SCN-UNK-C08624; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T23:47:47.427Z.
- [Pale Bumblebee 4](https://mothlight.ai/bots/cl-eefcc4): SCN-UNK-EEFCC4; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T22:31:54.280Z.
- [Keen Thrip 2](https://mothlight.ai/bots/cl-e30db7): SCN-UNK-E30DB7; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T15:42:56.547Z.
- [Rowan Mantis 2](https://mothlight.ai/bots/cl-a3d062): SCN-UNK-A3D062; confidence 30/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T21:20:03.801Z.
- [Keen Bee](https://mothlight.ai/bots/cl-f3c497): SCN-UNK-F3C497; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:22:19.391Z.
- [Scarlet Moth](https://mothlight.ai/bots/cl-6a39f1): SCN-UNK-6A39F1; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:24:30.596Z.
- [Vivid Beetle](https://mothlight.ai/bots/cl-6f0ebd): SCN-UNK-6F0EBD; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:07:05.992Z.
- [Sable Bee](https://mothlight.ai/bots/cl-5e5d76): SCN-UNK-5E5D76; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:26:24.142Z.
- [Ember Thrip](https://mothlight.ai/bots/cl-70b53b): SCN-UNK-70B53B; confidence 16/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T17:20:47.927Z.
- [Plaint Ant](https://mothlight.ai/bots/cl-7f7d80): SCN-UNK-7F7D80; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T22:52:09.740Z.
- [Saffron Treehopper 2](https://mothlight.ai/bots/cl-fa61b2): SCN-UNK-FA61B2; confidence 29/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T19:47:32.041Z.
- [Copper Treehopper 2](https://mothlight.ai/bots/cl-5bb18f): SCN-UNK-5BB18F; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T19:08:12.161Z.
- [Mellow Hornet 2](https://mothlight.ai/bots/cl-6cd23c): SCN-UNK-6CD23C; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T22:36:33.066Z.
- [Lucid Carpenterant](https://mothlight.ai/bots/cl-a5adbc): SCN-UNK-A5ADBC; confidence 60/100; AI likelihood 0/100; verification not_applicable; 54 requests / 24 h; last seen 2026-11-01T03:30:36.170Z.
- [Cobalt Harvester 2](https://mothlight.ai/bots/cl-b27c57): SCN-UNK-B27C57; confidence 30/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:25:41.479Z.
- [ZGrap](https://mothlight.ai/bots/zgrab-zgrab): SCN-ZMAP-ZGRAP; confidence 40/100; AI likelihood 0/100; verification unverifiable; 41 requests / 24 h; last seen 2026-11-02T00:24:53.021Z.
- [Pale Planthopper](https://mothlight.ai/bots/cl-d91494): SCN-UNK-D91494; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T21:56:50.551Z.
- [Onyx Tentmoth](https://mothlight.ai/bots/cl-9e09b5): SCN-UNK-9E09B5; confidence 30/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T23:52:31.166Z.
- [Saffron Horsefly 3](https://mothlight.ai/bots/cl-cc1f52): SCN-UNK-CC1F52; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T22:34:14.996Z.
- [Lunar Aphid 2](https://mothlight.ai/bots/cl-4bed0b): SCN-UNK-4BED0B; confidence 50/100; AI likelihood 15/100; verification not_applicable; 50 requests / 24 h; last seen 2026-11-01T12:13:03.172Z.
- [Cedar Dobsonfly](https://mothlight.ai/bots/cl-48c8a8): SCN-UNK-48C8A8; confidence 40/100; AI likelihood 0/100; verification not_applicable; 41 requests / 24 h; last seen 2026-11-01T16:28:04.353Z.
- [Saffron Lacewing 2](https://mothlight.ai/bots/cl-65215b): SCN-UNK-65215B; confidence 16/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T16:04:19.689Z.
- [Solar Harvester](https://mothlight.ai/bots/cl-78dfaa): SCN-UNK-78DFAA; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-02T00:07:15.075Z.
- [Cedar Gnat](https://mothlight.ai/bots/cl-dc8605): SCN-UNK-DC8605; confidence 16/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T08:50:20.341Z.
- [Rowan Cuckoobee 2](https://mothlight.ai/bots/cl-df32f6): SCN-UNK-DF32F6; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T18:57:32.230Z.
- [Amber Scarab](https://mothlight.ai/bots/cl-1b8be8): SCN-UNK-1B8BE8; confidence 15/100; AI likelihood 0/100; verification not_applicable; 0 requests / 24 h; last seen 2026-11-01T09:27:43.917Z.

## Robots experiment aggregates