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AI scraping bots indistinguishable from pentest bots, user reports

It has become increasingly difficult to distinguish between AI scraping bots and penetration testing bots. A user reported an overwhelming volume of bot traffic from a newly registered domain, which was quickly probed by numerous non-existent URLs. This activity was managed by a Go application behind a Caddy reverse proxy and tracked using Umami. AI

IMPACT Highlights the challenge of differentiating malicious AI activity from legitimate security testing.

RANK_REASON User commentary on the difficulty of distinguishing between AI scraping bots and pentest bots.

Read on Mastodon — fosstodon.org →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

AI scraping bots indistinguishable from pentest bots, user reports

How we ranked this

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Commentary
User commentary on the difficulty of distinguishing between AI scraping bots and pentest bots.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
other
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
Standard
On-topic for AI-industry coverage; kept in the public index.
Story freshness
89 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

Full methodology in our editorial standards.

COVERAGE [1]

  1. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    We know the scurge of "AI" scraping bots. But it has become almost impossible to tell the difference between scraping bots and pentest bots. This is from a doma

    We know the scurge of "AI" scraping bots. But it has become almost impossible to tell the difference between scraping bots and pentest bots. This is from a domain I purchased months ago and put something on late on the 26th. 3 humans including me know the domain and I guarantee t…