Brand protection platforms · November 2026 Edition
Bolster AI vs Bolster
Four of fourteen models named Bolster AI first on the direct prompt; three named Bolster. Bolster AI was named by nine of the fourteen models and Bolster by twelve and Bolster AI carries 12 labels and Bolster 20, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
First-choice share10%8%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%5%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#5A position in a field of 11; printed, not drawn.
Labels1220A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Bolster AI reading right to left. Rank and label count are printed, not drawn.BrandShield was named alongside these two in eleven of the fourteen direct answers. IP Moat vs Bolster AI · IP Moat vs Bolster · BrandShield vs Bolster AI
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.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Bolster AIFirst choices, of fourteen modelsBolster
Direct43
Paraphrase11
Comparative00
Budget-constrained001 against Bolster
Scale-constrained00
Negative00
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Bolster AI and Bolster stood in it.
| 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 | | |
Bolster AI Bolster first choice named as an alternative argued againstblank: not namedEach cell is one answer, Bolster AI on the left and Bolster on the right.The direct prompt
The plain question, one answer per model, grouped by where Bolster AI and Bolster stood in it.
Bolster AI first, Bolster not the choice
4 of 14 modelsBolster was named in the answer but not as the choice, or not at all.Mistral SmallBolster AI alternatives: BrandShield, Cyble, Red Points, ZeroFox Brand Protection
DeepSeek V4 FlashBolster AI alternatives: BrandShield, Red Points
GLM 4.7 FlashXBolster AI, BrandShield alternatives: ZeroFox
MiniMax M2.5Bolster AI alternatives: BrandShield
Bolster first, Bolster AI not the choice
3 of 14 modelsBolster AI was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Bolster alternatives: MarqVision, Podqi, Red Points
Perplexity SonarBolster alternatives: BrandShield, Corsearch, MarqVision, Red Points
GPT-6 LunaBolster alternatives: Doppel, Fortra Brand Protection, Netcraft
Neither was the first choice, one was named
6 of 14 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashBrandShield alternatives: Bolster, Corsearch, Red Points, ZeroFox
Grok 4.20Red Points alternatives: Bolster AI, BrandShield, Cyble, MarqVision
Llama 4 MaverickBrandShield alternatives: Bolster, Netcraft Domain Protection, ZeroFox Brand Protection
Qwen 3.7 FlashIP Moat, Red Points alternatives: Bolster
Kimi K2BrandShield, Red Points alternatives: Bolster AI, ZeroFox
Muse Glimmer 30BBrandShield alternatives: Bolster AI, Red Points
Neither was named
1 of 14 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniRed Points alternatives: BrandShield, CTM360, Fortra Brand Protection
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.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Level: the same share of first choices.
Bolster AI2%#– of 11Bolster2%#7 of 11Mid-marketThe figures above
Enterprise
Level: the same share of first choices.
Bolster AI2%#6 of 10Bolster2%#8 of 10What the models said about Bolster AI
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“For most mid-market B2B companies, Bolster AI stands out for its comprehensive, AI-driven approach, strong ROI, and integration capabilities.” Mistral Small · direct prompt · first choice
“Start with BrandShield or Bolster AI as they offer the best balance of comprehensive coverage, mid-market pricing, and support levels.” GLM 4.7 FlashX · direct prompt · first choice
“1. Bolster.ai — *Best for Real-Time Automated Takedowns of Fake Websites & Portals*” Gemini 3.5 Flash · paraphrase prompt · first choice
What the models said about Bolster
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Bolster — $25,000–$75,000 annually (too expensive for limited budgets)” Kimi K2 · budget prompt · hard negative
“Bolster is recommended for mid-market and enterprise organizations that need fast, automated takedowns across a wide range of digital channels.” Claude Haiku 4.5 · direct prompt · first choice
“For a typical mid-market B2B company, I'd start with Bolster” GPT-6 Luna · direct prompt · first choice
“Bolster is the strongest default choice” Perplexity Sonar · direct prompt · first choice
Also compared
IP Moat vs Bolster AIIP Moat vs BolsterBrandShield vs Bolster AIBrandShield vs BolsterRed Points vs Bolster AIRed Points vs BolsterBolster AI vs MarqVisionBolster AI vs Fortra Brand ProtectionBolster AI vs CorsearchBolster vs MarqVisionBolster vs Fortra Brand ProtectionBolster vs CorsearchAll twenty-eight head-to-head pages and the full brand protection standing
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.