Brand protection platforms
Asked as “brand protection platform”, and as “tool to take down counterfeits and brand impersonation”, on behalf of a mid-market B2B company. 48 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the November 2026 Edition.
Standing · first-choice share
23%
Contested · BrandShield 19%
23IP Moat19BrandShield17Red Points42others
23% of first choices, contested.
Since October 2026↗new leaderNew leader since October 2026: IP Moat (23%) replaces Red Points (40% then, 17% now), 6 points clear, inside the 11-point floor.IP Moat leads at 23%, replacing Red Points, which led at 40% and stands at 17% now: 6 points clear, inside the floor, so the swap reads as unsettled.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
Small business
IP Moat32%Contested↗new leaderNew leader since October 2026: IP Moat (32%) replaces Red Points (37% then, 23% now), 9 points clear, inside the 11-point floor.Standing →Mid-marketIP Moat23%Contested↗new leaderNew leader since October 2026: IP Moat (23%) replaces Red Points (40% then, 17% now), 6 points clear, inside the 11-point floor.This pageEnterprise
Red Points53%Clear leader▲+2Since October 2026: 51% → 53%, +2 points. Inside the 11-point floor: within noise.Standing →
IP Moat32%Contested↗new leaderNew leader since October 2026: IP Moat (32%) replaces Red Points (37% then, 23% now), 9 points clear, inside the 11-point floor.Standing →Mid-marketIP Moat23%Contested↗new leaderNew leader since October 2026: IP Moat (23%) replaces Red Points (40% then, 17% now), 6 points clear, inside the 11-point floor.This pageEnterpriseRed Points53%Clear leader▲+2Since October 2026: 51% → 53%, +2 points. Inside the 11-point floor: within noise.Standing →The standing
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. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01IP Moat23%0%14accepted challenger▲+13Since October 2026: 10% → 23%, +13 points. Past the 11-point floor: movement.10% → 23%
IP Moat23%0%14accepted challenger▲+13Since October 2026: 10% → 23%, +13 points. Past the 11-point floor: movement.10% → 23%02
BrandShield19%20%59accepted challenger▲+2Since October 2026: 17% → 19%, +2 points. Inside the 11-point floor: within noise.17% → 19%
BrandShield19%20%59accepted challenger▲+2Since October 2026: 17% → 19%, +2 points. Inside the 11-point floor: within noise.17% → 19%03Red Points17%16%63accepted challenger▼−23Since October 2026: 40% → 17%, −23 points. Past the 11-point floor: movement.40% → 17%
Red Points17%16%63accepted challenger▼−23Since October 2026: 40% → 17%, −23 points. Past the 11-point floor: movement.40% → 17%04
Bolster AI10%0%12accepted challenger▲+10Since October 2026: 0% → 10%, +10 points. Inside the 11-point floor: within noise.0% → 10%
Bolster AI10%0%12accepted challenger▲+10Since October 2026: 0% → 10%, +10 points. Inside the 11-point floor: within noise.0% → 10%05
Bolster8%5%20accepted challenger▲+2Since October 2026: 6% → 8%, +2 points. Inside the 11-point floor: within noise.6% → 8%
Bolster8%5%20accepted challenger▲+2Since October 2026: 6% → 8%, +2 points. Inside the 11-point floor: within noise.6% → 8%06
MarqVision2%0%15accepted challenger▼−4Since October 2026: 6% → 2%, −4 points. Inside the 11-point floor: within noise.6% → 2%
MarqVision2%0%15accepted challenger▼−4Since October 2026: 6% → 2%, −4 points. Inside the 11-point floor: within noise.6% → 2%07
Fortra Brand Protection2%0%11accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
Fortra Brand Protection2%0%11accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%08
Corsearch2%30%27criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
Corsearch2%30%27criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%Show the three products at 0%, ordered by negative rate
11
ZeroFox0%21%28accepted challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise.4% → 0%
ZeroFox0%21%28accepted challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise.4% → 0%09
Netcraft0%15%34accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Netcraft0%15%34accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%10
MarkMonitor0%0%15accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
MarkMonitor0%0%15accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
All twenty-eight head-to-head pages: the top eight products, each against each
IP Moat vs BolsterIP Moat vs MarqVisionIP Moat vs Fortra Brand ProtectionIP Moat vs CorsearchBrandShield vs Red PointsBrandShield vs Bolster AIBrandShield vs BolsterBrandShield vs MarqVisionBrandShield vs Fortra Brand ProtectionBrandShield vs CorsearchRed Points vs Bolster AIRed Points vs BolsterRed Points vs MarqVisionRed Points vs Fortra Brand ProtectionRed Points vs CorsearchBolster AI vs BolsterBolster AI vs MarqVisionBolster AI vs Fortra Brand ProtectionBolster AI vs CorsearchBolster vs MarqVisionBolster vs Fortra Brand ProtectionBolster vs CorsearchMarqVision vs Fortra Brand ProtectionMarqVision vs CorsearchFortra Brand Protection vs Corsearch
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
0102030405060708091011Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01IP Moat23%
IP Moat23%02BrandShield19%
BrandShield19%03Red Points17%
Red Points17%04Bolster AI10%
Bolster AI10%05Bolster8%
Bolster8%06MarqVision2%
MarqVision2%07Fortra Brand Protection2%
Fortra Brand Protection2%08Corsearch2%
Corsearch2%09Netcraft0%
Netcraft0%10MarkMonitor0%
MarkMonitor0%11ZeroFox0%
ZeroFox0%What they warned about
One of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
BrandShield20%
12 of 59 labels negative · 10 of 14 models · 5 hard negative
“BrandShield is a brand protection platform that you should be cautious about or avoid” Mistral Small, negative prompt
Red Points16%
10 of 63 labels negative · 9 of 14 models · 3 hard negative
“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
Corsearch30%
8 of 27 labels negative · 7 of 14 models · 4 hard negative
“Multiple serious complaints have been raised: False takedown accusations... BBB complaints: 19 complaints in the last 3 years” Kimi K2, negative prompt
ZeroFox21%
6 of 28 labels negative · 6 of 14 models · 1 hard negative
“ZeroFox: Comprehensive but enterprise-level pricing” MiniMax M2.5, budget prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
74 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 828 links across 160 sites, every framing counted. Ranked by the number of answers carrying the site or page. 23 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · Red Points31 answers · 47 citations · 13 models
31 answers · 31 citations · 10 models
27 answers · 43 citations · 12 models
vendor site · BrandShield26 answers · 37 citations · 11 models
vendor site · Netcraft24 answers · 34 citations · 10 models
vendor site · Bolster23 answers · 26 citations · 11 models
23 answers · 23 citations · 10 models
22 answers · 22 citations · 8 models
vendor site · Capterra18 answers · 21 citations · 8 models
18 answers · 18 citations · 7 models
17 answers · 17 citations · 9 models
vendor site · MarqVision16 answers · 23 citations · 7 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
31 answers · 10 models
23 answers · 10 models
22 answers · 8 models
18 answers · 7 models
17 answers · 9 models
16 answers · 11 models
15 answers · 9 models
14 answers · 9 models
12 answers · 6 models
12 answers · 7 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best brand protection platform”, “brand protection platform”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| IP Moat ipmoat.ai | 23% | 50 | 70 | 1 | 34 | $1,531 | 3 | |
| BrandShield brandshield.com | 19% | 151 | 720 | 48 | 1,117 | 24 | 1 | |
| Bolster bolster.ai Bolster AI 10%, Bolster 8% | 19% | 46 | 60,500 | 4,591 | 42,916 | 7 | ||
| Red Points redpoints.com | 17% | 175 | 14,800 | 3,227 | 9,588 | 118 | 8 | |
| MarqVision marqvision.com | 2% | 48 | 720 | 22 | 2,500 | 11 | ||
| Fortra Brand Protection fortra.com | 2% | 27 | 30 | 0 | 125,581 | $34 | 60 | |
| Corsearch corsearch.com | 2% | 82 | 1,900 | 38 | 37,723 | 20 | ||
| Amazon parent site Amazon Brand Registry 2% | 2% | 11 | 151,000,000 | 1,380,939 | ||||
| Brand Protector brandprotector.io | 2% | 20 | ||||||
| Netcraft Domain Protection | 2% |
Google's top ten for the two searches hold 17 sites; 6 of them are among the sites the models cited here (brandshield.com, expertinsights.com, g2.com, netcraft.com, redpoints.com, thecmo.com). The first result for “best brand protection platform” is g2.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best brand protection platform for a mid-market B2B company?”Paraphrase“Which tool to take down counterfeits and brand impersonation would you recommend to a mid-sized B2B company?”Comparative“What are the top brand protection platforms and how do they differ?”Budget-constrained“What is the best brand protection platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a brand protection platform. What should we look at?”Negative“Which brand protection platforms should I avoid or be cautious about?”
Claude Haiku 4.5Bolsterno first choiceChangedno first choiceCeartasagainst: DMCA Mastersno first choiceagainst: BrandShield, Corsearch, Doppel, Red Points
Three alternatives
MarqVision, Podqi, Red PointsTen alternatives
Alibaba IPP, Amazon Brand Registry, Clarivate, Corsearch, MarkMonitor, Nameprotect, Red Brand, Redpoints, Thomson CompuMark, eBay Authentication ProgramTwo alternatives
MarqVision, Red PointsGPT-5.4 miniRed Pointsagainst: Recorded Future Brand IntelligenceCorsearchChangedno first choiceIP Moatagainst: BrandShield, Red Pointsno first choiceagainst: BrandShield, Netcraft
Three alternatives
BrandShield, CTM360, Fortra Brand ProtectionOne alternative
Red PointsOne alternative
Brand24Gemini 3.5 FlashBrandShieldBolster AIChangedno first choiceAmazon Brand Registry, MarqVision, Meta Brand Rights Protectionagainst: Corsearchno first choicenothing named
Four alternatives
Bolster, Corsearch, Red Points, ZeroFoxFour alternatives
BrandShield, Netcraft, Red Points, ZeroFoxSix alternatives
BrandShield, Corsearch, MarqVision, OpSec Security, Red Points, ZeroFoxFive alternatives
Google IP Infringement Removal Tools, Netcraft, Prisync, Red Points, U.S. Customs and Border Protection (CBP) IP RecordationPerplexity SonarBolsterBrandShieldChangedagainst: ZeroFoxno first choiceagainst: BrandVerityIP Moatagainst: Netcraftno first choicenothing named
Four alternatives
BrandShield, Corsearch, MarqVision, Red PointsTwo alternatives
Netcraft, Red PointsTen alternatives
Bolster, BrandShield, Corsearch, Cyble Brand Intelligence, Fortra Brand Protection, Netcraft, OpSec Security, PhishLabs, Red Points, ZeroFoxThree alternatives
BrandShield, BrandVerity, Red PointsGrok 4.20Red PointsRed PointsHeldCorsearchIP Moatno first choiceagainst: BrandShield, Red Points
Four alternatives
Bolster AI, BrandShield, Cyble, MarqVisionFour alternatives
Bolster AI, BrandShield, Fortra Brand Protection, NetcraftFive alternatives
Bolster, BrandShield, MarkMonitor, Red Points, ZeroFoxTwo alternatives
Google Alerts, Red PointsMistral SmallBolster AIRed PointsChangedBrandShieldIP Moat, Trademarkia Brand Protectionno first choiceagainst: BrandShield
Four alternatives
BrandShield, Cyble, Red Points, ZeroFox Brand ProtectionFour alternatives
BrandShield, Cyberint, Netcraft Domain Protection, ZeroFox Brand ProtectionSeven alternatives
Birdeye, BrandMentions, BrandVerity, EBRAND, MarqVision, Netcraft, Red PointsOne alternative
nebtyDeepSeek V4 FlashBolster AIagainst: Corsearch, Netcraft, ZeroFoxRed PointsChangedMarkMonitorIP Moatno first choiceagainst: BrandShield, Bruqi, Corsearch, Red Points
Two alternatives
BrandShield, Red PointsThree alternatives
Bolster, BrandShield, CybleFour alternatives
BrandShield, Corsearch, OpSec Security, Red PointsOne alternative
Red PointsLlama 4 MaverickBrandShieldFortra Brand ProtectionChangedno first choiceIP Moatno first choicenothing named
Three alternatives
Bolster, Netcraft Domain Protection, ZeroFox Brand ProtectionTwo alternatives
Bolster AI, BrandShieldFour alternatives
Brand Protector, Corsearch, MarqVision, Red PointsQwen 3.7 FlashIP Moat, Red Pointsagainst: BrandShield, ZeroFoxBrandShieldChangedagainst: CorsearchKroll, MarkMonitorIP Moatno first choiceagainst: BrandShield, Red Points
One alternative
BolsterOne alternative
BolsterFour alternatives
CompuServe International, Corsearch, Intellequia, Red PointsThree alternatives
Bustem, IPzest, Red PointsKimi K2BrandShield, Red PointsBolsterChangedagainst: ZeroFoxNetcraftBrand Protectoragainst: Bolster, BrandShield, Netcraftno first choiceagainst: Corsearch, Yellow Brand Protection
Two alternatives
Bolster AI, ZeroFoxThree alternatives
BrandShield, Netcraft, Red PointsFive alternatives
BrandShield, Fortra Brand Protection, MarqVision, Red Points, ZeroFoxSix alternatives
Amazon Brand Registry, FrigginYeah!, IP Moat, PriceSpider, Red Points, Trade VitalityGLM 4.7 FlashXBolster AI, BrandShieldTracer AIChangedRed PointsIP Moatno first choiceagainst: BrandShield, Corsearch, Red Points, Trademark Patreon
One alternative
ZeroFoxOne alternative
BrandShieldFour alternatives
BrandShield, Corsearch, MarkMonitor, ZeroFoxFour alternatives
Amazon Brand Registry, Brand Protector, Red Points, ThorgateMiniMax M2.5Bolster AIagainst: NetcraftBrandShield, Netcraft Domain ProtectionChangedagainst: ZeroFox Brand Protectionno first choiceIP Moatagainst: BrandShield, Red Points, ZeroFoxno first choicenothing named
One alternative
BrandShieldThree alternatives
IP Moat, MarkMonitor, Red PointsThree alternatives
Axencis, BranditScan, Smart ProtectionGPT-6 LunaBolsterBrandShieldChangedCorsearch Zeal, MarqVision, Red PointsNotolensagainst: Red Pointsno first choicenothing named
Three alternatives
Doppel, Fortra Brand Protection, NetcraftTwo alternatives
Netcraft, Red PointsThree alternatives
Fortra Brand Protection, Netcraft, ZeroFoxTwo alternatives
Amazon Brand Registry, USPTOMuse Glimmer 30BBrandShieldRed PointsChangedno first choiceIP Moatagainst: BrandShield, Red Points, ZeroFoxno first choiceagainst: Corsearch, REMOVEDW, Red Points, Trademark Engine LLC
Two alternatives
Bolster AI, Red PointsTwo alternatives
Bolster, BrandShieldFour alternatives
Brand Protector, Google Alerts, Trama, USPTO Watch NoticesBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:21 | yes | 16 | 10 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:41 | yes | 3 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:41 | yes | 14 | 20 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 10:27 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:20 | yes | 14 | 11 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:14 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:06 | yes | 22 | 19 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 14:01 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:29 | yes | 5 | 32 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 08:55 | yes | 23 | 34 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 08:49 | yes | 12 | 29 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 15:29 | yes | 5 | 27 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:23 | yes | 5 | 18 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:52 | yes | 12 | 15 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:48 | no | 0 | 6 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:31 | yes | 3 | 7 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 13:10 | yes | 12 | 25 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 15:40 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:31 | yes | 10 | 12 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:34 | yes | 5 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 14:57 | yes | 21 | 27 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:51 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:29 | yes | 5 | 32 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:28 | yes | 17 | 22 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 15:37 | yes | 24 | 48 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:09 | yes | 5 | 22 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:28 | yes | 3 | 15 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:10 | yes | 11 | 22 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:50 | yes | 18 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:41 | yes | 6 | 10 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:23 | yes | 10 | 26 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 12:16 | yes | 10 | 5 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:14 | yes | 5 | 15 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:19 | yes | 5 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:18 | yes | 24 | 25 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 08:54 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:56 | no | 0 | 33 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 14:37 | yes | 20 | 36 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 16:41 | yes | 24 | 73 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 08:40 | yes | 5 | 23 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:37 | yes | 7 | 28 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:03 | yes | 11 | 23 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 15:37 | yes | 10 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:37 | yes | 3 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 08:59 | yes | 4 | 20 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 09:12 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:18 | yes | 20 | 12 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 16:03 | yes | 10 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:42 | yes | 18 | 23 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:58 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:50 | yes | 5 | 21 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 14:05 | yes | 10 | 15 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:33 | yes | 15 | 45 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 14:44 | yes | 14 | 31 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:20 | yes | 3 | 11 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:42 | yes | 15 | 16 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:01 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:43 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:29 | no | 0 | 15 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 17:10 | yes | 10 | 7 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:41 | yes | 14 | 15 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:25 | no | 0 | 10 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:56 | yes | 24 | 30 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:17 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:11 | no | 0 | 29 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 17:30 | yes | 15 | 34 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 15:44 | yes | 9 | 124 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:59 | no | 0 | 17 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 14:12 | yes | 2 | 15 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 17:03 | no | 0 | 11 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 17:32 | yes | 18 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:29 | yes | 2 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:15 | yes | 8 | 19 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 08:40 | yes | 10 | 5 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:36 | yes | 19 | 14 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:51 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:26 | yes | 24 | 19 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:01 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:58 | yes | 10 | 33 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:18 | yes | 25 | 50 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:15 | yes | 25 | 77 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 14:08 | no | 0 | 12 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 13:07 | yes | 2 | 21 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 15:54 | yes | 22 | 28 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
Fortra read as Fortra Brand Protection
Fortra (formerly PhishLabs) read as Fortra Brand Protection
Unresolved, counted raw
Anaqua Brand Protection
Archive360
Bruqi
Com Laude
CompuServe International (CSI)
Cyble Brand Intelligence
DMCA Masters
DNStwist
Darktrace (Brand Protection)
Digital Shadows (Relativity)
EnforceShield
Envision IP
Fortra Digital Risk Protection
GoDaddy Domain Monitor
Google IP Infringement Removal Tools
Intellequia
Kroll (formerly Optiva)
MNovr
Markify
Nameprotect
Perception
PriceRest
REMOVEDW
Red Brand
Thorgate
TracePart
Tracer AI
Trade Vitality
Trademark Elite
Trademark Patreon
Trademarkia Brand Protection
U.S. Customs and Border Protection (CBP) IP Recordation
USPTO Watch Notices
Yellow Brand Protection
eBay Authentication Program
Discontinued, still offered
No shut-down product was recommended here.