# Ingest IQ: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 8 judge labels across 1 categories by 6 of 12 models. Page: https://gtm-ai-index.com/vendors/ingest-iq/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Tag management | 6% | 3 | 12% | 8 |

## What the models said for it

- "The "Mid-Market Sweet Spot." | Specifically targets teams that find GTM too chaotic but Tealium too expensive." (Qwen 3.7 Flash, Tag management)
- "Ingest IQ offers the best balance of modern features, ease of use, and pricing" (Qwen 3.7 Flash, Tag management)
- "The best tag management system for a mid-market B2B company is Ingest IQ" (Llama 4 Maverick, Tag management)
- "A newer option specifically positioning itself for mid-market teams wanting modern server-side capabilities with simpler setup" (Kimi K2, Tag management)

## And against it

- "Less established than market leaders" (GLM 4.7 FlashX, Tag management)

## 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, September 2026 Edition, gtm-ai-index.com.