Consent and privacy management · Named, not rankedQuantcast Choice
Quantcast Choice is a consent management platform from Quantcast for collecting and managing website visitor consent · quantcast.com ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Quantcast Choice has 8.
Why models recommend it
“Free for many small businesses, highly integrated with ad-tech ecosystems (but check the terms on their free tier).”Qwen 3.7 Flash · Negative question · alternative
“Completely free option for basic cookie consent—good starting point.”Kimi K2 · Comparative question · alternative
What gives them pause
“That is a historical implementation risk signal rather than a current outright ban, and you should verify the current Google certification and TCF integration status before use.”Muse Glimmer 30B · Negative question · warning
“Ad-tech biased & publisher-focused. ... It may not be ideal for SaaS apps”Gemini 3.5 Flash · Negative question · warning
Also on the shortlist
The products named in the same answers as Quantcast Choice, over the 17 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 16 | 5 | View → | |
| 14 | 0 | View → | |
| 12 | 0 | View → | |
| 11 | 1 | View → | |
| 9 | 1 | View → | |
| 8 | 1 | View → | |
| 8 | 0 | View → | |
| 6 | 0 | View → | |
| 5 | 1 | View → | |
| 5 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Quantcast Choice's own site, not checked by Gane.
- For
- brands, agencies, and publishers
- Customers named
- TD Bank, AKA NYC, Lancôme, Dell, Singapore Airlines, MBNA, Starbucks, CRQDwell
- Headquarters
- San Francisco, United States
- Founded
- 2006
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
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. These counts come from 14 of the 17 answers that named Quantcast Choice and are not a share of its labels.
Domains cited
Fifty-four of the fifty-four domain citations in answers naming Quantcast Choice came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 2 | 0 | 2 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 1 | 2 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 151 | undated | |||
| Case study | 94 | undated | |||
| Webinar or virtual event | 11 | undated | |||
| Conference or event | 7 | undated | |||
| Report or ebook | 6 | undated | |||
| News or press | 6 | undated | |||
| Comparison | 5 | undated | |||
| Glossary or explainer | 3 | undated | |||
| Podcast or video | 1 | undated |
How it is countedHide how it is counted
Every page quantcast.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 September 29, 2026.