Bot detection software: AI search visibility ranking (2026)
How AI search engines rank bot detection software by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Bot detection platforms used to identify automated abuse, stop credential stuffing, protect forms, and defend websites and APIs from malicious traffic. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 11, 2026Download this ranking as a PDF
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At a glance
What we observed in this categoryauto-generated
HUMAN Security and Fingerprint jointly lead the bot detection software category with 25.0% visibility each, both scoring well above the category average of 2.5%. HUMAN Security's composite score of 28.8 edges ahead of Fingerprint's 25.0, driven by a higher citation rate of 37.5% versus 25.0%. The gap between these two leaders and the remaining 18 brands is stark: every brand from rank 3 downward records 0.0% visibility, making this a two-brand visibility duopoly at the top.
A significant divergence between visibility and citation appears at ranks 3, 4, and 5. DataDome, Radware Bot Manager, and Fastly Signal Sciences each hold 0.0% visibility yet achieve citation rates of 37.5%, matching HUMAN Security's citation score. This pattern indicates that Google AI Mode references these brands as supporting sources or comparison points within responses, without naming them prominently enough to register as visible. Being cited does not translate to being featured, and buyers relying on AI responses may not encounter these brands directly.
All ten ranked brands share Google AI Mode as their top engine, confirming this is a single-engine category for AI visibility purposes. The top cited sources list includes datadome.co, gartner.com, fingerprint.com, radware.com, and humansecurity.com, suggesting the AI anchors on a mix of vendor-owned domains and the Gartner analyst domain for category authority. Both HUMAN Security and Fingerprint appear in this cited sources list, reinforcing why they convert citation into actual visibility where peers with equal citation rates do not.
Movers & shakers since last refresh
Biggest visibility risers
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HUMAN Security 0% → 25% · rank #0 → #1+25pp
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Fingerprint 0% → 25% · rank #0 → #2+25pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
humansecurity.com
|
25% | 38% | Google AI Mode |
HUMAN Security leads with a composite score of 28.8, visibility of 25.0% against a category average of 2.5%, and a citation rate of 37.5% that no other brand exceeds. |
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| 2 |
fingerprint.com
|
25% | 25% | Google AI Mode |
Fingerprint matches HUMAN Security on visibility at 25.0% but trails on citation rate (25.0% vs 37.5%), producing a composite score of 25.0 and a clear second-place position. |
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| 3 |
datadome.co
|
0% | 38% | Google AI Mode |
DataDome holds the highest citation rate among zero-visibility brands at 37.5%, yet converts none of that citation into named presence, placing it third with a composite score of 11.2. |
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| 4 |
radware.com
|
0% | 38% | Google AI Mode |
Radware Bot Manager mirrors DataDome exactly: 0.0% visibility, 37.5% citation rate, and a composite score of 11.2, indicating consistent background referencing without front-of-response placement. |
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| 5 |
fastly.com
|
0% | 38% | Google AI Mode |
Fastly Signal Sciences shares the identical profile of ranks 3 and 4 (0.0% visibility, 37.5% citation, 11.2 composite), suggesting these three brands are grouped together in AI source material. |
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| 6 |
cloudflare.com
|
0% | 25% | Google AI Mode |
| 7 |
imperva.com
|
0% | 25% | Google AI Mode |
| 8 |
akamai.com
|
0% | 12% | Google AI Mode |
| 9 |
kasada.io
|
0% | 12% | Google AI Mode |
| 10 |
netacea.com
|
0% | 12% | Google AI Mode |
| 11 |
cheq.ai
|
0% | 12% | Google AI Mode |
| 12 |
perimeterx.com
|
0% | 0% | Google AI Mode |
| 13 |
f5.com
|
0% | 0% | Google AI Mode |
| 14 |
arkoselabs.com
|
0% | 0% | Google AI Mode |
| 15 |
forter.com
|
0% | 0% | Google AI Mode |
| 16 |
f5.com
|
0% | 0% | Google AI Mode |
| 17 |
sift.com
|
0% | 0% | Google AI Mode |
| 18 |
threatx.com
|
0% | 0% | Google AI Mode |
| 19 |
reblaze.com
|
0% | 0% | Google AI Mode |
| 20 |
castle.io
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on bot detection software, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer.
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence — different from being named.
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps.
Rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically.
Get your own bot detection software brand audited
The brands above were curated from public market-leader lists. Want the same measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about bot detection software AI visibility
Who leads AI visibility in bot detection software?
HUMAN Security leads with a composite score of 28.8 and 25.0% visibility, followed closely by Fingerprint at 25.0 composite and 25.0% visibility. Both sit far above the category average of 2.5% visibility.
Which bot detection brands are cited but not prominently featured by Google AI Mode?
DataDome, Radware Bot Manager, and Fastly Signal Sciences each achieve a 37.5% citation rate despite 0.0% visibility, meaning the AI references them as sources without naming them in direct responses.
What sources does Google AI Mode anchor on for bot detection software research?
The top cited sources include datadome.co, gartner.com, fingerprint.com, radware.com, and humansecurity.com, combining vendor-owned domains with the Gartner analyst domain as a third-party authority.
Is AI visibility for bot detection software concentrated or spread across many brands?
It is highly concentrated. Only two of 20 brands record any visibility above 0.0%, with the category average sitting at just 2.5% visibility and 13.8% citation rate.
Which engine drives AI visibility in the bot detection software category?
Google AI Mode is the top engine for every ranked brand in this category, making it the sole engine of record for AI visibility in bot detection software based on this audit.
How does HUMAN Security's citation rate compare to well-known brands like Cloudflare and Akamai?
HUMAN Security's citation rate of 37.5% exceeds Cloudflare Bot Management (25.0%) and Akamai Bot Manager (12.5%), despite both being large incumbent infrastructure vendors.