Five of fourteen models named BrandShield first on the direct prompt; zero named Corsearch. BrandShield was named by fourteen of the fourteen models and Corsearch by twelve and BrandShield carries 59 labels and Corsearch 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 November 2026 Edition, BrandShield and Corsearch were named in the same answer sixty-six times, of the 157 answers naming BrandShield and the 89 naming Corsearch. In those answers Corsearch took the first choice four times and BrandShield nine.
| 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.
“Multiple serious complaints have been raised: False takedown accusations... BBB complaints: 19 complaints in the last 3 years” Kimi K2 · negative prompt · hard negative
“Platforms with Significant Negative Reviews ... Corsearch - Trustpilot Rating: 1.2/5” GLM 4.7 FlashX · negative prompt · hard negative
“filing false trademark violation reports on amazon... questionable claims” Muse Glimmer 30B · negative prompt · hard negative
“I'd start with Corsearch for the broader protection program” GPT-5.4 mini · paraphrase prompt · first choice
“Corsearch (Market leader by revenue)” Grok 4.20 · comparative prompt · first choice
“Choose Corsearch if trademark ownership, legal evidence, and IP enforcement are central requirements.” Perplexity Sonar · comparative prompt · alternative
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.