| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Brand protection platforms | Marketing | 6% | 5 of 84 | 19% | 32 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 2 | 0 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.1 Fast | 0 | 2 | 2 | 0 | 4 |
| Mistral Small | 0 | 2 | 1 | 1 | 4 |
| DeepSeek V4 Flash | 0 | 1 | 3 | 0 | 4 |
| Llama 4 Maverick | 1 | 0 | 2 | 0 | 3 |
| Qwen 3.7 Flash | 1 | 1 | 0 | 0 | 2 |
| Kimi K2 | 0 | 0 | 0 | 3 | 3 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 1 | 0 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 2 | 0 | 1 | 3 |
Verbatim evidence the judge attached to positive labels.
“Select Red Points or MarqVision if you sell physical goods and are losing major revenue to unauthorized copies of your products online.” Gemini 3.5 Flash · Brand protection · comparative prompt · first choice
“MarqVision (Best for E-Commerce & Mid-Market Brands) ... much more affordable than legacy enterprise competitors” Gemini 3.5 Flash · Brand protection · budget prompt · first choice
“the consensus among recent reviews points to MarqVision and Bolster as the strongest fits” Qwen 3.7 Flash · Brand protection · direct prompt · first choice
“For marketplace counterfeits, compare Red Points, MarqVision, and Corsearch.” GPT-6 Luna · Brand protection · comparative prompt · first choice
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“What to Avoid ... pricing starts at $25K–$100K/year—enterprise-focused” Kimi K2 · Brand protection · paraphrase prompt · hard negative
“rated strongest for scale but "its custom pricing and advanced features may not be suitable for small businesses with limited budgets."” Muse Glimmer 30B · Brand protection · budget prompt · soft negative
“the platform can be slow to remove reported listings... This lag in enforcement could leave your brand exposed” Mistral Small · Brand protection · negative prompt · soft negative
“typically start at higher price points ($500+/month) and are designed for larger organizations” Kimi K2 · Brand protection · budget prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 74 of the 74 answers that named MarqVision and are not a share of its labels.
312 of the 348 domain citations in answers naming MarqVision came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 221 | 0 | 2023-08-08 | Brand protection | |
| Podcast or video | 26 | undated | |||
| Case study | 17 | undated | |||
| News or press | 12 | 3 | 2026-09-03 | ||
| Conference or event | 11 | undated | |||
| Report or ebook | 5 | undated | |||
| Comparison | 3 | undated | |||
| Webinar or virtual event | 1 | undated | |||
| Glossary or explainer | 1 | undated |
Every page marqvision.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read October 5, 2026.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What MarqVision's own pages state, read October 6, 2026: marqvision.com, trust.marqvision.com, marqvision.com/case-studies. A claimed page can correct any of them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when MarqVision's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as MarqVision, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for MarqVision by email, built from the raw record of the edition. It shows: