AI Visibility Rankings · Security

Bot management software: AI search visibility ranking (2026)

How AI search engines rank bot management 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 management software used to detect automated abuse, stop credential stuffing, block scraping, and protect web applications, APIs, and customer accounts 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 30, 2026

Avg visibility across category

22%

Avg citation rate

20/20

Brands successfully audited

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When AI engines like ChatGPT, Claude, and Perplexity answer questions about bot management software, Radware comes up most often, appearing in 37.5% of AI responses and earning citations in 62.5% of them. DataDome and Cloudflare round out the top three across the 20 brands tracked. If you are shortlisting vendors, those three names will likely appear in any AI-assisted research your team runs.

The rankings reflect where AI engines find their evidence. The most cited sources include gartner.com, datadome.co, prophaze.com, indusface.com, and fastly.com. Gartner carries the most weight as an independent analyst and review aggregator, meaning brands with strong Gartner coverage or high peer review volume there get a structural advantage in AI visibility. Vendor-owned domains like datadome.co also rank because they publish detailed technical content AI engines treat as topically authoritative.

For a buyer, the practical takeaway is this: a brand ranking high here has earned third-party validation on sites AI engines trust, not just a large marketing budget. When comparing finalists, check their Gartner Peer Insights review recency and volume. Brands with more recent, detailed reviews in those aggregators tend to maintain AI visibility over time, which is a reasonable proxy for sustained market credibility in a fast-changing security category.

At a glance

Category leader Radware 38% visibility · named in 3 of 8 AI answers

Most cited brand Fastly 75% citation rate · the AI's most-trusted source brand in bot management software

Top cited domain gartner.com Referenced by AI across the bot management software query set — the highest-leverage PR target in this category

Visibility spread 38pp Gap between top and bottom of the ranking · 13 brands at 0% (invisible to the AI)

What we observed in this categoryauto-generated

Radware leads the bot management software category with a composite score of 45.0, well ahead of DataDome at 36.2 and Cloudflare at 32.5. The gap matters because the category average visibility sits at just 8.1 percent, meaning Radware's 37.5 percent visibility is more than four times the norm. Radware also entered from zero visibility in the previous period, making its current dominance a recent and sharp shift rather than an entrenched position.

A clear divergence exists between being named and being trusted as a source. Fastly holds a 75.0 percent citation rate despite zero visibility, ranking sixth overall, while Akamai shows 37.5 percent citation with zero visibility. Conversely, Imperva and Netacea each hold 12.5 percent visibility but zero citation. This split suggests the AI model references certain brands in answers without necessarily linking out to them, and cites others as background sources without surfacing them as named solutions.

Google AI Mode is the dominant engine across all ten tracked brands, with every brand listing it as their top engine. Among the top cited sources, gartner.com appears first, followed by vendor-owned domains including datadome.co, fastly.com, and radware.com. Third-party comparison and research sites such as comparitech.com, prophaze.com, and indusface.com also feature, indicating the AI anchors its responses on a mix of analyst authority and vendor-produced content.

Movers & shakers since last refresh

Biggest visibility risers

Radware 0% → 38% · rank #0 → #1
+38pp
F5 0% → 25% · rank #0 → #4
+25pp
DataDome 12% → 25% · rank #0 → #2
+12pp

Biggest visibility fallers

Akamai 12% → 0% · rank #0 → #7
-12pp

The ranking

#	Brand	Visibility	Citation	Top engine
1	Radware radware.com	38%	62%	Google AI Mode
Radware leads with 37.5 percent visibility and 62.5 percent citation, both figures well above the category averages of 8.1 and 21.9 percent respectively, and it rose from zero visibility this period.
2	DataDome datadome.co	25%	62%	Google AI Mode
DataDome matches Radware's citation rate at 62.5 percent but trails on visibility at 25.0 percent, and its own domain appears directly in the top cited sources list, reinforcing its content authority.
3	Cloudflare cloudflare.com	25%	50%	Google AI Mode
Cloudflare sits at 25.0 percent visibility and 50.0 percent citation, a balanced profile that places it third overall despite being the most broadly recognised infrastructure brand in the group.
4	F5 f5.com	25%	25%	Google AI Mode
F5 matches Cloudflare on visibility at 25.0 percent but falls to a 25.0 percent citation rate, putting its composite score at 25.0 and separating it from Cloudflare's stronger citation performance.
5	Fingerprint fingerprint.com	25%	25%	Google AI Mode
Fingerprint shares an identical composite score of 25.0 with F5, holding 25.0 percent on both visibility and citation, with no differentiation from F5 in the current data snapshot.
6	Fastly fastly.com	0%	75%	Google AI Mode
7	Akamai akamai.com	0%	38%	Google AI Mode
8	Imperva imperva.com	12%	0%	Google AI Mode
9	Netacea netacea.com	12%	0%	Google AI Mode
10	HUMAN Security humansecurity.com	0%	25%	Google AI Mode
11	Kasada kasada.io	0%	25%	Google AI Mode
12	PerimeterX humansecurity.com	0%	25%	Google AI Mode
13	Shape Security f5.com	0%	25%	Google AI Mode
14	Palo Alto Networks paloaltonetworks.com	0%	0%	Google AI Mode
15	Arkose Labs arkoselabs.com	0%	0%	Google AI Mode
16	Forter forter.com	0%	0%	Google AI Mode
17	CHEQ cheq.ai	0%	0%	Google AI Mode
18	Cequence Security cequence.ai	0%	0%	Google AI Mode
19	ThreatX threatx.com	0%	0%	Google AI Mode
20	Wallarm wallarm.com	0%	0%	Google AI Mode

Sources AI engines trust in this category

Across the 8 buyer-intent queries we ran on bot management 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.

gartner.comdatadome.coprophaze.comindusface.comfastly.comradware.comcomparitech.comactiveprospect.com

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. More on visibility →

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. More on citation rate →

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. How AI engines pick sources →

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. How AI search ranking works →

Get your own bot management 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.

Audit your bot management software brand → Browse all rankings Methodology →

Frequently asked about bot management software AI visibility

Who leads AI visibility in bot management software?

Radware leads with a composite score of 45.0, a visibility rate of 37.5 percent, and a citation rate of 62.5 percent, all significantly above the category averages of 8.1 and 21.9 percent.

What sources does Google AI Mode cite most for bot management software research?

Gartner.com ranks first among cited sources, followed by vendor domains including datadome.co, fastly.com, and radware.com, alongside third-party sites such as comparitech.com, prophaze.com, and indusface.com.

Which brands are cited frequently but not named as solutions in AI answers?

Fastly holds a 75.0 percent citation rate with zero visibility, and Akamai holds 37.5 percent citation with zero visibility, meaning both are referenced as background sources but not surfaced as named recommendations.

Which brands appear in AI answers but are rarely cited as sources?

Imperva and Netacea each hold 12.5 percent visibility but zero citation, indicating the AI names them in responses without linking to their domains as reference sources.

Which brands showed the biggest visibility gains in the most recent period?

Radware gained 37.5 percentage points from zero, F5 gained 25.0 points from zero, and DataDome added 12.5 points to reach 25.0 percent visibility.

Is AI visibility in bot management software concentrated or spread across many brands?

It is highly concentrated. The category average visibility is just 8.1 percent, and only five brands exceed that figure, with Radware at 37.5 percent holding a commanding lead over the rest of the field.