| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Client-side protection | Security operations | 7% | 3 of 120 | 11% | 9 | under 10 labels · led by cside at 13% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 2 | 0 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 1 | 0 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“If your B2B website or customer portal is already behind Cloudflare, their native Client-Side Security ... is often the most logical choice.” Gemini 3.5 Flash · Client-side protection · direct prompt · first choice
“Best Overall & Easiest to Implement: Cloudflare Client-Side Security (Page Shield)” Gemini 3.5 Flash · Client-side protection · paraphrase prompt · first choice
“Choose Cloudflare if you want broad client-side visibility + CSP management.” GPT-5.4 mini · Client-side protection · comparative prompt · first choice
“Cloudflare is a natural shortlist item if you already use its platform” GPT-6 Luna · Client-side protection · comparative prompt · first choice
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.
“Free tier doesn't meet PCI 6.4.3; advanced features require paid tiers” DeepSeek V4 Flash · Client-side protection · paraphrase 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 16 of the 16 answers that named Cloudflare Client-Side Security and are not a share of its labels.
Fifty-seven of the seventy-seven domain citations in answers naming Cloudflare Client-Side Security came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 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.
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 Cloudflare Client-Side Security's own pages state, read October 5, 2026: blog.cloudflare.com/application-security, blog.cloudflare.com/application-security-2023, developers.cloudflare.com/client-side-security, blog.cloudflare.com/client-side-security-open-to-everyone, blog.cloudflare.com/investing-in-security-to-protect-data-privacy. 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 Cloudflare Client-Side Security'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 Cloudflare Client-Side Security, 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 Cloudflare Client-Side Security by email, built from the raw record of the edition. It shows:
Cloudflare Client-Side Security is among the products AI models recommend first in Client-side 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.