Attribution and marketing mix modeling · Named, not rankedLiftLab
LiftLab is a full-funnel marketing mix modeling and incrementality testing platform · liftlab.com ↗
Gane, the publisher, sells software in Attribution & MMM, where this product is measured. It is measured there by the same method as every other product. How the conflict is handled.
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. LiftLab has 4.
Why models recommend it
“LiftLab or Measured for MMM”DeepSeek V4 Flash · Direct question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as LiftLab, over the 8 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 7 | 0 | View → | |
| 5 | 1 | View → | |
| 4 | 1 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on LiftLab's own site, not checked by Gane.
- For
- Enterprise marketers and teams, including CMOs, Performance Marketing Leaders, and CFOs
- Certifications
- SOC 2, ISO 27001
- Customers named
- Cinemark, Quicken, Pandora
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 8 of the 8 answers that named LiftLab and are not a share of its labels.
Domains cited
Twenty-seven of the thirty-two domain citations in answers naming LiftLab 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 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 23 | 0 | 2026-04-18 | ||
| Case study | 8 | 0 | 2025-04-25 | ||
| Report or ebook | 8 | undated | |||
| Webinar or virtual event | 2 | 0 | 2026-02-12 | ||
| Comparison | 1 | 0 | 2026-04-17 | ||
| Glossary or explainer | 1 | undated | |||
| News or press | 1 | undated |
Most recent
- 2026-04-18Fy 2025 category benchmark report blog
- 2026-04-17Is liftlab right for your enterprise blog
- 2026-04-17Marketing mix modeling qsr blog
- 2026-04-17Channel cannibalization or measurement failure blog
- 2026-04-17Marketing measurement maturity model cpg blog
- 2026-04-17Trade promotion media roas attribution blog
How it is countedHide how it is counted
Every page liftlab.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.