Brand protection platforms for enterprise buyers
Asked as “brand protection platform”, and as “tool to take down counterfeits and brand impersonation”, on behalf of an enterprise B2B company. 53 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
51%
Clear leader
51Red Points15BrandShield13Corsearch21others
51% of first choices, clear leader.
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 an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the one product at 0%, ordered by negative rate
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
03
04
05
06
07
08Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative70%
Key
01Red Points51%
Red Points51%02BrandShield15%
BrandShield15%03Corsearch13%
Corsearch13%04ZeroFox8%
ZeroFox8%05MarkMonitor4%
MarkMonitor4%06Netcraft2%
Netcraft2%07Bolster2%
Bolster2%08MarqVision0%
MarqVision0%What they warned about
Three of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, 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.
Corsearch22%
11 of 50 labels negative · 9 of 14 models · 3 hard negative
“MarkMonitor's support issues and Corsearch's false-positive risk are the most concrete *avoid-with-care* signals in the current market.” DeepSeek V4 Flash, negative prompt
BrandShield19%
10 of 53 labels negative · 9 of 14 models · 1 hard negative
“Avoid or be cautious about: ZeroFox, CloudSEK, BrandShield, and Corsearch” GLM 4.7 FlashX, negative prompt
ZeroFox22%
8 of 36 labels negative · 8 of 14 models · 1 hard negative
“Avoid or be cautious about: ZeroFox, CloudSEK, BrandShield, and Corsearch” GLM 4.7 FlashX, negative prompt
Red Points11%
7 of 62 labels negative · 7 of 14 models
“large enterprises have raised concerns regarding its "black box" nature. Users have noted that the automated takedowns are not always accurate” Qwen 3.7 Flash, negative 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. 1081 links across 186 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 Points60 answers · 112 citations · 14 models
40 answers · 40 citations · 13 models
vendor site · Guideflow33 answers · 34 citations · 11 models
31 answers · 51 citations · 13 models
vendor site · Gartner31 answers · 47 citations · 12 models
vendor site · BrandShield29 answers · 38 citations · 14 models
29 answers · 29 citations · 10 models
vendor site · MarqVision28 answers · 40 citations · 11 models
vendor site · Bitsight27 answers · 34 citations · 11 models
26 answers · 40 citations · 10 models
vendor site · Spotsaas24 answers · 30 citations · 9 models
vendor site · Netcraft20 answers · 33 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.
50 answers · 12 models
39 answers · 12 models
33 answers · 11 models
29 answers · 11 models
29 answers · 10 models
27 answers · 11 models
22 answers · 10 models
19 answers · 9 models
18 answers · 10 models
15 answers · 9 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 |
|---|---|---|---|---|---|---|---|---|
| Red Points redpoints.com | 51% | 182 | 14,800 | 3,227 | 9,588 | 118 | 8 | |
| BrandShield brandshield.com | 15% | 150 | 720 | 48 | 1,117 | 24 | 1 | |
| Corsearch corsearch.com Corsearch 13%, Corsearch Zeal 2.0 2% | 15% | 100 | 1,900 | 38 | 37,723 | 20 | ||
| ZeroFox zerofox.com | 8% | 81 | 4,400 | 129 | 10,937 | $175 | 32 | 2 |
| MarkMonitor markmonitor.com | 4% | 37 | 2,400 | 65 | 2,830 | |||
| Netcraft netcraft.com | 2% | 48 | 2,400 | 83 | 6,024 | 12 | 4 | |
| Bolster bolster.ai | 2% | 46 | 60,500 | 4,591 | 42,916 | 7 | ||
| CSC | 2% | |||||||
| Protect Lane | 2% | |||||||
| MarqVision marqvision.com | 0% | 74 | 720 | 22 | 2,500 | 11 |
Google's top ten for the two searches hold 17 sites; 7 of them are among the sites the models cited here (bitsight.com, brandshield.com, expertinsights.com, g2.com, gartner.com, netcraft.com, redpoints.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 an enterprise B2B company?”Paraphrase“Which tool to take down counterfeits and brand impersonation would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade brand protection platforms and how do they differ?”Budget-constrained“What is the best brand protection platform for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a brand protection platform. What should we look at?”Negative“Which brand protection platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5BrandShieldBrandShield, CorsearchChangedRed PointsRed Pointsno first choiceagainst: Corsearch, Netcraft, Red Points, SnapDragon, ZeroFox
Four alternatives
Corsearch, Netcraft, Red Points, ZeroFoxTwo alternatives
Amazon Brand Registry, eBay Authenticity GuaranteeFive alternatives
BrandShield, Corsearch, Fortra, Netcraft, ZeroFoxOne alternative
CorsearchGPT-5.4 miniRed PointsRed PointsHeldMarqVisionRed Pointsno first choicenothing named
Five alternatives
Allure Security, BrandShield, Recorded Future Brand Intelligence, RiskProfiler, ZeroFoxOne alternative
OpSec SecurityFour alternatives
BrandShield, Corsearch, MarkMonitor, Red PointsTwo alternatives
BrandShield, ZeroFoxGemini 3.5 FlashZeroFoxZeroFoxHeldCorsearch, Red PointsRed Pointsno first choiceagainst: BrandShield, Corsearch, MarqVision, Netcraft, PhishLabs, Red Points
Five alternatives
Bitsight, BrandShield, Corsearch, Netcraft, Recorded FutureTwo alternatives
BrandShield, NetcraftSix alternatives
Bitsight, Bolster AI, Fortra’s PhishLabs, Netcraft, OpSec Security, ZeroFoxThree alternatives
BrandShield, Group-IB, Recorded FuturePerplexity SonarCorsearchRed PointsChangedNetcraftRed Pointsno first choicenothing named
Two alternatives
BrandShield, ZeroFoxFive alternatives
Bolster AI, Corsearch, Doppel, EBRAND, MarqVisionSeven alternatives
Bitsight, BrandShield, Corsearch, MarkMonitor, Recorded Future, Red Points, ZeroFoxTwo alternatives
BrandShield, CSCGrok 4.1 FastBrandShield, CorsearchRed PointsChangedno first choiceRed Pointsagainst: Bolster, BrandShield, MarkMonitor, MarqVision, Tracer, ZeroFoxno first choiceagainst: MarkMonitor
Three alternatives
Netcraft, Red Points, ZeroFoxTwo alternatives
BrandShield, MarqVisionOne alternative
CorsearchMistral SmallRed PointsBolster, Red PointsChangedRed PointsRed Pointsagainst: BrandShield, MarkMonitor, ZeroFoxno first choicenothing named
Three alternatives
BrandShield, Podqi, ZeroFoxOne alternative
CorsearchFour alternatives
Bitsight, BrandShield, Corsearch, ZeroFoxDeepSeek V4 FlashBrandShieldagainst: MarkMonitorRed PointsChangedRed PointsRed Pointsagainst: BrandShield, OpSec, PhishLabs, Systech, ZeroFoxno first choiceagainst: BrandShield, Corsearch, MarkMonitor, OpSec Security
Three alternatives
Corsearch, Netcraft, Red PointsTwo alternatives
Corsearch, DoppelFive alternatives
BrandShield, Corsearch, EBRAND, MarkMonitor, ZeroFoxOne alternative
MarkMonitorLlama 4 Maverickno first choiceBrandShieldChangedno first choiceCorsearchno first choicenothing named
Three alternatives
Authentix Online Brand Protection, Red Points, ZeroFoxQwen 3.7 FlashCorsearchRed PointsChangedMarkMonitorRed PointsBrandShield, Protect Lane, Red Pointsagainst: BigCommerce, Corsearch, GoDaddy, Intelipost, MarkMonitor, Red Points
Two alternatives
BrandShield, Red PointsTwo alternatives
BrandShield, OpSec InternationalTwo alternatives
Corsearch, Red PointsTwo alternatives
Corsearch, MarkMonitorTwo alternatives
Corsearch, MarkMonitorKimi K2Corsearch, Red PointsZeroFoxChangedRed Pointsagainst: OpSecRed Pointsno first choiceagainst: BrandShield, CSC, Corsearch, OpSec, Red Points, ZeroFox
Three alternatives
BrandVerity, MarkMonitor, ZeroFoxTwo alternatives
Corsearch, MarkMonitorThree alternatives
BrandShield, Corsearch, MarqVisionFour alternatives
BrandShield, Corsearch, MarkMonitor, ZeroFoxGLM 4.7 FlashXBrandShield, Red PointsBrandShield, Red PointsHeldBrandShield, Red PointsRed Pointsagainst: Corsearchno first choiceagainst: Bluepear, BrandShield, CloudSEK, Corsearch, DMARC Advisor, Markify Brand Monitor, ZeroFox
Three alternatives
Corsearch, MarqVision, ZeroFoxThree alternatives
Bitsight, Netcraft, ZeroFoxFour alternatives
MarqVision, Netcraft, Tracer, ZeroFoxThree alternatives
Fortra Brand Protection, MarkMonitor, ZeroFoxMiniMax M2.5MarkMonitor, ZeroFoxno first choiceChangedBrandShieldRed PointsCSC, MarkMonitor, Red Pointsagainst: BrandShield, Corsearch, Red Points
Two alternatives
Cyble, Red PointsThree alternatives
Bitsight, Corsearch, Red PointsTwo alternatives
BrandVerity, Smart ProtectionGPT-6 LunaNetcraftCorsearch Zeal 2.0ChangedCorsearch Zealagainst: MarkMonitorRed Pointsno first choiceagainst: BrandShield, Corsearch, Red Points, ZeroFox
Two alternatives
Red Points, ZeroFoxOne alternative
Red PointsSix alternatives
BrandShield, CSC, MarqVision, Netcraft, Red Points, TracerOne alternative
KadanzaMuse Glimmer 30BCorsearchRed PointsChangedCorsearchRed Pointsagainst: Corsearch, Fortra, MarkMonitor, ZeroFoxno first choiceagainst: BrandShield, Corsearch, Red Points
Four alternatives
BrandShield, MarkMonitor, Netcraft Digital Brand Protection Platform, Red PointsSix alternatives
Bolster, BrandShield, Corsearch, MarkMonitor, MarqVision, NetcraftFive alternatives
BrandShield, DomainTools, Incopro – Talisman, MarkMonitor, Red PointsBold 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 | 2026-10-05 00:40 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:25 | yes | 5 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:14 | yes | 15 | 23 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 22:12 | yes | 17 | 2 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:44 | yes | 23 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:20 | yes | 10 | 7 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:46 | yes | 23 | 58 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:05 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:21 | yes | 13 | 25 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:24 | yes | 16 | 22 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:42 | yes | 21 | 85 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:24 | yes | 12 | 20 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:22 | yes | 3 | 14 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:26 | yes | 14 | 20 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:26 | no | 0 | 5 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:12 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:34 | yes | 20 | 27 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 23:03 | yes | 20 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:42 | yes | 24 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:23 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:31 | yes | 22 | 89 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:17 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:47 | yes | 5 | 19 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:01 | yes | 18 | 47 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:59 | yes | 13 | 301 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:58 | yes | 5 | 18 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:38 | yes | 2 | 19 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:39 | yes | 17 | 28 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:24 | yes | 9 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:59 | yes | 5 | 10 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:42 | yes | 34 | 30 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-05 00:53 | yes | 20 | 5 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:26 | yes | 18 | 12 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:09 | yes | 10 | 11 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:15 | yes | 21 | 42 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:13 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:27 | yes | 10 | 23 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:06 | yes | 21 | 66 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:00 | yes | 23 | 118 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:52 | yes | 24 | 42 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:44 | yes | 8 | 42 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:38 | yes | 24 | 38 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:10 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:25 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:50 | yes | 15 | 36 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-05 00:24 | yes | 20 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:56 | yes | 16 | 10 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:35 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:39 | yes | 25 | 45 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:07 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:26 | yes | 8 | 25 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:45 | yes | 16 | 21 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:00 | yes | 14 | 54 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:53 | yes | 19 | 44 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:17 | yes | 2 | 17 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:54 | yes | 12 | 20 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:18 | yes | 19 | 14 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:00 | yes | 4 | 12 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:14 | no | 0 | 17 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-05 00:27 | yes | 20 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:01 | yes | 15 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:59 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:55 | yes | 21 | 54 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:13 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:20 | no | 0 | 29 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:44 | yes | 13 | 21 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:46 | yes | 12 | 47 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:47 | yes | 10 | 19 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:21 | yes | 5 | 27 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:27 | yes | 15 | 22 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:53 | yes | 18 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:38 | yes | 5 | 8 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:56 | yes | 19 | 31 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 22:18 | yes | 15 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:53 | yes | 21 | 98 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:58 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:39 | yes | 21 | 81 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:22 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:30 | no | 0 | 35 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:48 | yes | 18 | 20 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:55 | yes | 19 | 71 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:43 | yes | 23 | 32 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:26 | yes | 5 | 18 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:53 | yes | 22 | 33 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
Allure Security
Authentix Online Brand Protection
BrandMonitoring.ai
Clarivate AppPlus (formerly Thomson CompuMark)
Corsearch Zeal
DMARC Advisor
Fortra PhishLabs
Fortra’s PhishLabs
Group-IB
Incopro – Talisman
Intelipost
Markify Brand Monitor
Navee
Netcraft Digital Brand Protection Platform
OpSec International
PointerBP
Protect Lane
Questel
Recorded Future Brand Intelligence
Red Brand
Remove
RiskProfiler
SnapDragon
Systech
WhoisXML API
YellowBP
eBay Authenticity Guarantee
Discontinued, still offered
No shut-down product was recommended here.