Brand protection platforms for small business buyers
Asked as “brand protection platform”, and as “tool to take down counterfeits and brand impersonation”, on behalf of a small B2B company. 52 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
37%
Contested · IP Moat 15%
37Red Points15IP Moat08BrandShield40others
37% of first choices, contested.
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.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
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 ten head-to-head pages: the top five products, each against each
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 →
01
02
03A04
05
06
07
08B09
10
11Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Red Points37%
Red Points37%02IP Moat15%
IP Moat15%03BrandShield8%
BrandShield8%04Amazon Brand Registry4%
05BranditScan4%
BranditScan4%06MarqVision2%
MarqVision2%07Netcraft2%
Netcraft2%08Bolster2%
Bolster2%09Bustem0%
10ZeroFox0%
ZeroFox0%11Corsearch0%
Corsearch0%What they warned about
Three of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Mistral Small, DeepSeek V4 Flash, 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.
Corsearch69%
18 of 26 labels negative · 11 of 14 models · 3 hard negative
“Enterprise-heavy players with broad global coverage but opaque pricing and complexity that doesn't scale down well” Grok 4.1 Fast, negative prompt
Red Points32%
21 of 65 labels negative · 10 of 14 models · 5 hard negative
“Small businesses should avoid or approach the following categories of brand protection platforms with caution... **Red Points** (particularly their entry-level plans).” Gemini 3.5 Flash, negative prompt
BrandShield33%
17 of 51 labels negative · 10 of 14 models · 4 hard negative
“**Red Points, BrandShield, MarqVision**: ... often critiqued as overkill (and expensive) for small businesses” Grok 4.1 Fast, negative prompt
ZeroFox47%
9 of 19 labels negative · 6 of 14 models · 2 hard negative
“ZeroFox doesn’t offer any public pricing... not ideal for small to medium-sized businesses” Muse Glimmer 30B, budget prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
79 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. 1090 links across 173 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
vendor site · Red Points71 answers · 135 citations · 14 models
48 answers · 65 citations · 12 models
46 answers · 69 citations · 13 models
vendor site · Spotsaas44 answers · 67 citations · 11 models
vendor site · BrandShield38 answers · 57 citations · 14 models
33 answers · 33 citations · 11 models
vendor site · SourceForge29 answers · 40 citations · 12 models
vendor site · MarqVision25 answers · 34 citations · 12 models
vendor site · Guideflow25 answers · 25 citations · 10 models
vendor site · Netcraft23 answers · 26 citations · 10 models
19 answers · 19 citations · 8 models
vendor site · Gartner16 answers · 16 citations · 9 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.
63 answers · 13 models
43 answers · 12 models
39 answers · 12 models
35 answers · 10 models
33 answers · 11 models
25 answers · 10 models
21 answers · 10 models
19 answers · 8 models
15 answers · 8 models
15 answers · 11 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 |
|---|---|---|---|---|---|---|---|---|
| Redpoints redpoints.com Red Points 37%, Redpoints 2% | 38% | 182 | 14,800 | 3,227 | 9,588 | 118 | 8 | |
| IP Moat ipmoat.ai | 15% | 25 | 70 | 1 | 34 | $1,531 | 3 | |
| BrandShield brandshield.com | 8% | 150 | 720 | 48 | 1,117 | 24 | 1 | |
| Amazon parent site Amazon Brand Registry 4% | 4% | 13 | 151,000,000 | 1,380,939 | ||||
| BranditScan branditscan.com | 4% | 16 | 1,300 | 3 | 13,960 | 12 | ||
| IPzest ipzest.app | 4% | 12 | ||||||
| Brand Protector brandprotector.io | 4% | 10 | ||||||
| BrandMentions brandmentions.com | 2% | 16 | ||||||
| MarqVision marqvision.com | 2% | 74 | 720 | 22 | 2,500 | 11 | ||
| Netcraft netcraft.com | 2% | 48 | 2,400 | 83 | 6,024 | 12 | 4 |
Google's top ten for the two searches hold 17 sites; 8 of them are among the sites the models cited here (brandshield.com, expertinsights.com, g2.com, gartner.com, netcraft.com, redpoints.com, sourceforge.net, 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 small B2B company?”Paraphrase“Which tool to take down counterfeits and brand impersonation would you recommend to a small business that sells to other businesses?”Comparative“What are the top brand protection platforms for a small team and how do they differ?”Budget-constrained“What is the best brand protection platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a brand protection platform. What should we look at?”Negative“Which brand protection platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5Red PointsAmazon Brand Registry, Google AlertsChangedRed PointsRed Pointsno first choiceagainst: Corsearch Zeal 2.0
Two alternatives
Bluepear, BrandShieldFive alternatives
Brandwatch, Corsearch, DNShomework, INTA's Trademark Watch, MentionFive alternatives
Bolster, BrandShield, BrandVerity, Bustem, MarqVisionTwo alternatives
Bustem, BytescareGPT-5.4 miniFortraagainst: Red PointsRed PointsChangedRed PointsAwarioagainst: Corsearch, Red Points, ZeroFoxno first choiceagainst: BrandShield, Brandprotection.com, Red Points, ZeroFox
Two alternatives
BrandShield, CorsearchThree alternatives
Fortra, Netcraft, UpGuardThree alternatives
BrandShield, MarkMonitor, ZeroFoxOne alternative
IP MoatGemini 3.5 FlashBrandShieldagainst: Red PointsRed PointsChangedMarqVisionBrand Protectoragainst: Corsearch, Red Points, ZeroFoxNetcraftagainst: Bitsight, Corsearch, Mandiant, Recorded Future, Red Points, ZeroFox
Three alternatives
Bluepear, Bolster AI, NetcraftTwo alternatives
Bolster AI, BrandShieldThree alternatives
BrandShield, Podqi, Red PointsSix alternatives
Amazon Brand Registry, FrigginYeah!, Google Search Trademark Complaints, MarqVision, PriceRest, Project ZeroFive alternatives
BrandShield, Doppel, Obscuryn, Podqi, Red PointsPerplexity SonarRed PointsRed PointsHeldIP Moat, Red PointsRed Pointsagainst: Corsearchno first choiceagainst: BrandShield, EBRAND, Erase.com, Mimecast, OpSec
Four alternatives
Bolster, BrandShield, Corsearch, IP MoatTwo alternatives
Corsearch, ZeroFoxFour alternatives
Bolster, BrandShield, MarqVision, ZeroFoxOne alternative
BrandShieldGrok 4.1 FastRed PointsRed PointsHeldRed Pointsagainst: MarqVisionLegalZoom's Trademark Monitoring serviceagainst: Bolster, BrandShield, MarqVision, Red Pointsno first choiceagainst: BrandShield, CSC, Corsearch, EBRAND, LegalZoom, MarqVision, OpSec, Red Points, Trademarkia
Four alternatives
BrandShield, Markify, MarqVision, TrademarkiaOne alternative
BrandShieldThree alternatives
BrandShield, Netcraft, ZeroFoxThree alternatives
Brand24, Google Alerts, Trademark.ioMistral SmallBrandShield, Red PointsRed PointsChangedMarqVision, Red Pointsagainst: BrandwatchIP Moatagainst: Red Points, Scout CMSno first choiceagainst: EBRAND
One alternative
BolsterOne alternative
IncoproDeepSeek V4 FlashRed PointsBrand ProtectorChangedagainst: BrandShield, Corsearch, MarqVision, OpSec, Red Points, RultaBrandShield, Red Pointsagainst: ZeroFoxIP Moatagainst: MarqVision, Red PointsRed Pointsagainst: BrandShield, CSC, Corsearch, OpSecagainst: BrandShield, CSC, Corsearch, OpSec, Red Points
Four alternatives
Brand24, BrandShield, Corsearch, ZeroFoxFive alternatives
Amazon Brand Registry, DMCA.com, IP Moat, Knockoff, WIPO/Google Search ConsoleFour alternatives
Bolster, MarqVision, PriceSpider, TracerTwo alternatives
BranditScan, IPzestOne alternative
MarqVisionLlama 4 Maverickno first choiceno first choiceHeldno first choiceMarqVisionno first choicenothing named
One alternative
RedpointsQwen 3.7 FlashIP MoatRed PointsChangedMarqVision, Red Pointsagainst: CorsearchIP Moatagainst: MarqVision, Redpointsno first choiceagainst: BrandShield, Intertracagainst: Abtach
Three alternatives
BrandMentions, Fortra, Red PointsOne alternative
MarqVisionFour alternatives
Amazon Brand Registry, Brand Protector, BrandShield, HelsinnFour alternatives
Brand Protector, FrigginYeah!, PriceSpider, Scout CMSKimi K2IP Moat, IPzestRed PointsChangedIP Moat, IPzestagainst: BrandShield, Corsearch, MarkMonitor, Mention, OpSec SecurityBranditScan, Ceartasagainst: BrandShield, MarqVision, Red Pointsno first choiceagainst: Corsearch, MarqVision, Red Pointsagainst: Amazon’s own brand protection system, Bolster, BrandShield, MarqVision, Netcraft, Red Points, ZeroFox
Four alternatives
BrandShield, BranditScan, DMCA.com, Red PointsTwo alternatives
BrandShield, CybelAngelSeven alternatives
Brand24, BrandMentions, BranditScan, Bustem, DMCA.com, Red Points, RultaTwo alternatives
Bustem, IPzestGLM 4.7 FlashXIP Moatagainst: BirdeyeAmazon Brand Registry, Etsy IP Reporting Tool, eBay VeRO (Verified Rights Owner) ProgramChangedBustem, Red Pointsagainst: ZeroFoxBrandMentionsno first choiceagainst: BrandShield, Corsearch, MarkMonitor, Red Points
Four alternatives
Bluepear, BrandShield, PriceSpider, Red PointsFive alternatives
BrandShield, ChainPatrol, MarqVision, Netcraft, Red PointsFour alternatives
BrandCat, BrandShield, Fortra Digital Risk Protection, PriceSpiderFour alternatives
BranditScan, Google Alerts, IP Moat, MentionlyticsMiniMax M2.5RedpointsRed PointsChangedMarqVision, Red Pointsagainst: Brand24BranditScan, IP Moatagainst: Corsearch, MarqVision, Red PointsRed Pointsagainst: BrandShield, Corsearch, MarkMonitor, NetNames, Red Points
One alternative
BolsterThree alternatives
BrandShield, Doppel, MarqVisionOne alternative
BrandShieldFour alternatives
Bustem, DMCA.com, IPzest, RultaTwo alternatives
BrandShield, NetcraftGPT-6 LunaBolster, BrandShieldRed PointsChangedRed Pointsagainst: CorsearchIP Moatno first choiceagainst: BrandShield, Corsearch, Red Points
One alternative
Red PointsOne alternative
Brand ProtectorFour alternatives
Amazon Brand Registry, Bolster, BrandShield, MarqVisionTwo alternatives
Amazon Brand Registry, Project ZeroMuse Glimmer 30BPriceSpider, Red Pointsagainst: BrandShieldBrandShieldChangedRed Pointsagainst: BrandShieldIPzestagainst: BrandShield, Corsearch, MarkMonitor, Red Points, ZeroFoxno first choiceagainst: Bolster, CSC, Corsearch, Fortra Brand Protection, OpSec, Red Points, ZeroFox
One alternative
BranditScanOne alternative
Red PointsFour alternatives
Brand24, BrandMentions, BranditScan, MarqVisionThree alternatives
BranditScan, Bustem, IP MoatBold 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. Full answer text is in the free responses file. Download the record
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 | 2026-10-04 23:46 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:17 | yes | 3 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:47 | yes | 15 | 25 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 22:13 | yes | 15 | 5 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:41 | yes | 20 | 15 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:17 | yes | 10 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:27 | yes | 10 | 57 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:50 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:42 | yes | 20 | 72 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:19 | yes | 15 | 22 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:06 | yes | 22 | 119 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:00 | yes | 5 | 24 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:48 | yes | 3 | 17 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:04 | yes | 21 | 28 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:48 | no | 0 | 5 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:15 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:02 | yes | 16 | 25 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 23:45 | yes | 20 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:28 | yes | 23 | 6 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:36 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:13 | yes | 24 | 45 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:54 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:28 | yes | 10 | 40 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:35 | yes | 18 | 29 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:59 | yes | 19 | 114 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:29 | yes | 10 | 30 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:16 | yes | 3 | 21 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:32 | yes | 19 | 28 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:42 | yes | 14 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:53 | yes | 7 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:06 | yes | 17 | 27 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 23:28 | yes | 20 | 6 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:26 | yes | 22 | 14 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:42 | yes | 25 | 10 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:42 | yes | 21 | 41 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:04 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:02 | yes | 10 | 24 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:46 | yes | 23 | 58 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:42 | yes | 22 | 32 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:53 | yes | 19 | 40 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:36 | yes | 6 | 26 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:18 | yes | 21 | 31 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:13 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:46 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:29 | yes | 20 | 28 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 23:04 | yes | 20 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:15 | yes | 19 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:45 | yes | 12 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:14 | yes | 21 | 28 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:59 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:24 | yes | 8 | 26 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:52 | yes | 14 | 17 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:42 | yes | 25 | 119 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:14 | yes | 8 | 29 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:53 | yes | 2 | 21 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:47 | yes | 14 | 15 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:17 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:54 | no | 0 | 4 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:21 | yes | 9 | 23 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 22:10 | yes | 16 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:02 | yes | 18 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:00 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:39 | yes | 22 | 55 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:41 | yes | 7 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:33 | no | 0 | 26 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:17 | yes | 20 | 22 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:28 | yes | 13 | 253 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:24 | yes | 5 | 12 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:40 | yes | 2 | 17 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:40 | yes | 15 | 19 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:47 | yes | 27 | 11 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:23 | yes | 4 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:21 | yes | 17 | 27 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-05 00:28 | yes | 16 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:58 | yes | 21 | 14 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:28 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:34 | yes | 19 | 41 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:21 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:22 | yes | 10 | 24 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:13 | yes | 22 | 42 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:14 | yes | 23 | 68 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:47 | yes | 12 | 26 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:04 | yes | 3 | 26 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:48 | yes | 19 | 24 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
None. Every name in this category resolved on its own.
Unresolved, counted raw
Abtach
Alibaba Trade Assurance / IP Protection
Amazon’s own brand protection system
Authentix
BrandCat
Brandprotection.com
ChainPatrol
DNShomework
Etsy IP Reporting Tool
Expert Insights
Fortra Digital Risk Protection
Global Trademark Company (GTC)
Google Search Trademark Complaints
Harvel
Helsinn
INTA's Trademark Watch
Intertrac
LegalZoom
LegalZoom's Trademark Monitoring service
Markify
Mimecast
NetNames
Obscuryn
Onsist
PriceRest
ScoreDetect
Shopify IP Report Tool
Takedown.co
Trademark.io
USPTO
UpGuard
WIPO/Google Search Console
eBay VeRO
Discontinued, still offered
No shut-down product was recommended here.