Five of fourteen models named BrandShield first on the direct prompt; four named Red Points. Both were named by all fourteen models and BrandShield carries 59 labels and Red Points 63, 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 November 2026 Edition, BrandShield and Red Points were named in the same answer 143 times, of the 157 answers naming BrandShield and the 186 naming Red Points. In those answers Red Points took the first choice forty-three times and BrandShield eighteen.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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.
“BrandShield is a brand protection platform that you should be cautious about or avoid” Mistral Small · negative prompt · hard negative
“BrandShield - Trustpilot Rating: 1.7/5 ... "They disregard owners and harass registrars"” GLM 4.7 FlashX · negative prompt · hard negative
“BrandShield — Enterprise-focused, expensive, requires custom quotes” Kimi K2 · budget prompt · hard negative
“Start with Red Points if you have marketplace/counterfeit concerns, or BrandShield if phishing and social impersonation are your primary threats.” Kimi K2 · direct prompt · first choice
“Recognized as a leader on G2 and awarded for cybersecurity breakthroughs, with a focus on both automated and human-led enforcement.” Mistral Small · comparative prompt · first choice
“The best brand protection platform for a mid-market B2B company is BrandShield, according to icoda.io.” Llama 4 Maverick · direct 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.
“What to Avoid (Enterprise-Grade That May Be Too Pricey) - Red Points: Minimum order reportedly starts at $1,250/month” MiniMax M2.5 · budget prompt · hard negative
“Red flags: reliance on automated takedowns with reported high false-positive rates, removal of authentic listings” Muse Glimmer 30B · negative prompt · hard negative
“Trustpilot score: 1.3/5 (67 reviews) — one of the lowest ratings in the category” DeepSeek V4 Flash · negative prompt · hard negative
“Red Points and IP Moat are typically considered the strongest contenders due to their balance of price, automation, and feature sets.” Qwen 3.7 Flash · direct prompt · first choice
“Red Points is currently the market leader by revenue and is widely considered the go-to solution for e-commerce brands fighting counterfeits.” GLM 4.7 FlashX · comparative prompt · first choice
“Red Points is a top recommendation due to its comprehensive coverage, AI-driven automation, and proven effectiveness” Mistral Small · paraphrase 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.