# Singular: how AI models rank it, October 2026

GTM AI Recommendation Index, October 2026 Edition. Named in 16 judge labels across 2 categories by 10 of 14 models. Page: https://gtm-ai-index.com/vendors/singular/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Mobile apps | 0% | 24 | 0% | 15 |
| Attribution and marketing mix modeling | 0% | 99 | 0% | 1 |

## What the models said for it

- "Full-funnel analytics; top-rated support; better alternative to AppsFlyer per G2." (Grok 4.1 Fast, Mobile apps)
- "Singular is the best value for analytics‑heavy teams and marketing mix modeling." (GLM 4.7 FlashX, Mobile apps)
- "Strengths: ROI-focused, attribution + analytics combined" (MiniMax M2.5, Mobile apps)
- "Reputable MMPs like Adjust, Singular, or Branch" (DeepSeek V4 Flash, Mobile apps)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Mobile apps: 0% to 0%, ±0. Inside the floor by 11 points · rank 19 → 24 of 117.
- Attribution and marketing mix modeling: 0% to 0%, ±0. Inside the floor by 11 points · rank 99 of 123, unchanged.

## In its own words

What Singular's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Marketing Attribution & Analytics with AI Insights; AI-powered attribution and analytics platform (https://singular.net/)
- For: modern marketers (https://singular.net/)
- Price stated: Free, Growth, Enterprise (https://singular.net/)
- Starting price: 0 (https://singular.net/)
- Free plan or trial: Free; Free for 14 days. No credit card required. (https://singular.net/)
- Integrations claimed: 1200 (https://singular.net/)
- Certifications: GDPR, CCPA, COPPA, SOC 2, ePrivacy
- Customers named: Lyft, Airbnb, DoorDash, Rovio

## What it publishes

Every page singular.net exposes, read 2026-09-29: 891 addresses. By kind, pages and the last 90 days:

- blog: 470 pages, 8 in the last 90 days, latest 2026-09-23
- case study: 64 pages, 1 in the last 90 days, latest 2026-09-22
- webinar or virtual event: 14 pages, 0 in the last 90 days, latest 2026-03-24
- conference or event: 6 pages, 0 in the last 90 days, latest 2025-10-13
- report or ebook: 7 pages, 0 in the last 90 days, latest 2025-01-11
- comparison: 6 pages, 1 in the last 90 days, latest 2026-07-15
- glossary or explainer: 154 pages, 3 in the last 90 days, latest 2026-08-17
- podcast or video: 99 pages, 0 in the last 90 days, latest 2025-10-21
- Recent: 2026-09-23 blog: Beyond last touch multi touch attribution https://www.singular.net/blog/beyond-last-touch-multi-touch-attribution
- Recent: 2026-09-22 case study: How gameloft made 90 of its pc and console ad spend measurable with singular https://www.singular.net/case-study/how-gameloft-made-90-of-its-pc-and-console-ad-spend-measurable-with-singular
- Recent: 2026-09-17 blog: Sync your singular audiences straight into chatgpt ads https://www.singular.net/blog/sync-your-singular-audiences-straight-into-chatgpt-ads
- Recent: 2026-08-20 blog: Independent measurement https://www.singular.net/blog/independent-measurement
- Recent: 2026-08-17 glossary or explainer: Monthly active users mau https://www.singular.net/glossary/monthly-active-users-mau
- Recent: 2026-08-06 glossary or explainer: Deep linking https://www.singular.net/glossary/deep-linking

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, October 2026 Edition, gtm-ai-index.com.