Seven of fourteen models named Red Points first on the direct prompt; one named ZeroFox. Both were named by all fourteen models and Red Points carries 61 labels and ZeroFox 27, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the brand protection platforms page.
Across every category in the October 2026 Edition, Red Points and ZeroFox were named in the same answer seventy-five times, of the 188 answers naming Red Points and the 82 naming ZeroFox. In those answers ZeroFox took the first choice three times and Red Points thirty-five.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Don't pay for enterprise platforms (Red Points, BrandShield, ZeroFox) — those start at ~$5,000/month and are overkill.” DeepSeek V4 Flash · budget prompt · hard negative
“their system is lazy and poorly built. It often sends DMCA takedown notices for URLs that have nothing to do with” Muse Glimmer 30B · negative prompt · hard negative
“rated strongest for scale but "its custom pricing and advanced features may not be suitable for small businesses with limited budgets."” Muse Glimmer 30B · budget prompt · soft negative
“Excels in high-volume counterfeit detection and takedowns on e-commerce marketplaces... Best for enterprises needing broad channel coverage and cost-predictable takedowns.” Grok 4.1 Fast · comparative prompt · first choice
“Red Points: Ideal for mid-market brands, especially e-commerce, offering automated enforcement and high-volume takedowns with minimal manual effort.” Mistral Small · paraphrase prompt · first choice
“Red Points - This platform is mentioned multiple times in your search results. It's described as a fully managed, AI-led brand protection platform” MiniMax M2.5 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“ZeroFox ⚠️ User complaints include: Inefficient alerts ... Frequent false alarms” Kimi K2 · negative prompt · hard negative
“Don't pay for enterprise platforms (Red Points, BrandShield, ZeroFox)” DeepSeek V4 Flash · budget prompt · hard negative
“ZeroFox ... Why to avoid: Inefficient alerts” GLM 4.7 FlashX · negative prompt · hard negative
“ZeroFox is a top choice. It bridges the gap between traditional security and brand monitoring.” Gemini 3.5 Flash · direct prompt · first choice
“a good "sweet spot" for a mid-sized B2B company is BrandShield or ZeroFox” MiniMax M2.5 · paraphrase prompt · first choice
“ZeroFox is often considered the gold standard for Fortune 500 companies.” Qwen 3.7 Flash · comparative prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.