| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| DDoS protection | Network and edge | 2% | 3 of 58 | 9% | 43 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| DDoS | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 5 → 3 of 58 |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 1 | 0 | 1 | 2 |
| Gemini 3.5 Flash | 0 | 4 | 1 | 0 | 5 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 3 | 1 | 1 | 5 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 4 | 1 | 1 | 6 |
| Llama 4 Maverick | 0 | 0 | 3 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 3 | 0 | 0 | 3 |
| Kimi K2 | 0 | 4 | 0 | 0 | 4 |
| GLM 4.7 FlashX | 0 | 2 | 1 | 1 | 4 |
| MiniMax M2.5 | 0 | 2 | 1 | 0 | 3 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 1 | 0 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“Cloudflare or Imperva Incapsula are the most frequently cited cost-effective starting points” Muse Glimmer 30B · DDoS · direct prompt · first choice
“Offers a powerful Data Security Platform. It is slightly more complex to configure than Cloudflare but offers granular control” Qwen 3.7 Flash · DDoS · direct prompt · alternative
“Imperva, Radware, NETSCOUT Arbor Cloud, and F5 Silverline are often selected when organizations want hybrid architectures” Perplexity Sonar · DDoS · comparative prompt · alternative
“Imperva excels at combining DDoS protection with strong WAF and bot management for web applications.” GLM 4.7 FlashX · DDoS · comparative prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Custom (high) | Enterprise-focused sales model” DeepSeek V4 Flash · DDoS · budget prompt · hard negative
“Imperva (strong L7 + network protection)—great if you need custom SLAs, but pricier and more complex for mid-sized setups.” Grok 4.20 · DDoS · paraphrase prompt · soft negative
“though pricing is likely higher than the options above” GLM 4.7 FlashX · DDoS · budget prompt · soft negative
“typically less budget-friendly” GPT-5.4 mini · DDoS · budget prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 104 of the 114 answers that named Imperva DDoS Protection and are not a share of its labels.
481 of the 481 domain citations in answers naming Imperva DDoS Protection came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 1,714 | undated | WAF, DDoS | ||
| Glossary or explainer | 309 | undated | CDN, DLP | ||
| Report or ebook | 208 | 0 | 2018-04-01 | WAF, DDoS | |
| Case study | 50 | undated | |||
| Webinar or virtual event | 10 | undated | |||
| Comparison | 10 | undated | |||
| Conference or event | 8 | undated | |||
| Template or tool | 8 | undated | |||
| Podcast or video | 1 | undated | |||
| News or press | 1 | undated |
Every page imperva.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Of its titles that name a category, most name WAF (72); 36 name the category the models place it in. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What Imperva DDoS Protection's own pages state, read October 5, 2026: imperva.com/products/dns-protection, imperva.com/solutions/prevent-ddos-attacks, imperva.com/products/ddos-protection-services, imperva.com/solutions/healthcare-protection/ddos-protection, imperva.com/resources/resource-library/datasheets/ddos-protection. A claimed page can correct any of them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Imperva DDoS Protection's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Imperva DDoS Protection, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Imperva DDoS Protection by email, built from the raw record of the edition. It shows:
Imperva DDoS Protection is among the products AI models recommend first in DDoS protection this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.