2 categories · RankedSingular
Singular is a marketing attribution and analytics platform that combines attribution with cost aggregation to measure return on marketing spend across channels, including mobile apps · singular.net ↗
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.
Why models recommend it
“consider mid-market platforms like Singular, Branch, or Telemetrik, which are generally more affordable”Qwen 3.7 Flash · Negative question · alternative
“AppsFlyer or Singular: Best if your priority is user acquisition and attribution.”Grok 4.20 · Direct question · alternative
“Often positioned around user-level data, ETL/warehouse delivery, and flexible reporting.”GPT-5.4 mini · Comparative question · alternative
“independent Mobile Measurement Partner (e.g., AppsFlyer, Adjust, Singular, Branch)”Gemini 3.5 Flash · Negative question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Singular, over the 48 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 44 | 10 | View → | |
| 42 | 4 | View → | |
| 30 | 1 | View → | |
| 20 | 2 | View → | |
| 20 | 2 | View → | |
| 17 | 2 | View → | |
| 12 | 1 | View → | |
| 11 | 0 | View → | |
| 11 | 0 | View → | |
| 9 | 1 | View → |
What the models named instead of Singular →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Singular's own site, not checked by Gane.
- For
- modern marketers
- Price stated
- Free, Growth, Enterprise
- Starting price
- 0
- Free plan or trial
- Free; Free for 14 days. No credit card required.
- Integrations
- 1200
- Certifications
- GDPR, CCPA, COPPA, SOC 2, ePrivacy Directive
- Customers named
- Lyft, Airbnb, DoorDash, Rovio
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 36 of the 48 answers that named Singular and are not a share of its labels.
Domains cited
Ninety of the ninety domain citations in answers naming Singular 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 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 2 | 2 | 0 | 4 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 2 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 470 | 8 | 2026-09-23 | Mobile apps | |
| Glossary or explainer | 154 | 3 | 2026-08-17 | ||
| Podcast or video | 99 | 0 | 2025-10-21 | ||
| Case study | 64 | 1 | 2026-09-22 | ||
| Webinar or virtual event | 14 | 0 | 2026-03-24 | ||
| Report or ebook | 7 | 0 | 2025-01-11 | ||
| Conference or event | 6 | 0 | 2025-10-13 | ||
| Comparison | 6 | 1 | 2026-07-15 | SEO |
Most recent
- 2026-09-23Beyond last touch multi touch attribution blog
- 2026-09-22How gameloft made 90 of its pc and console ad spend measurable with singular case study
- 2026-09-17Sync your singular audiences straight into chatgpt ads blog
- 2026-08-20Independent measurement blog
- 2026-08-17Monthly active users mau glossary or explainer
- 2026-08-06Deep linking glossary or explainer
How it is countedHide how it is counted
Every page singular.net 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.