# Delve AI: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 1 category by 5 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/delve-ai

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Audience and consumer insights platforms](https://www.gane.ai/index/gtm/marketing/audience-and-consumer-insights/index.md) | 0% | 27 | 0% | 5 |

## What the models said for it

- "consider platforms with lower negative ratings and more transparent data sources, such as SparkToro or Delve AI" (Mistral Small, Audience insights)
- "Delve AI offers significant value with its affordable plans and competitor persona feature" (Muse Glimmer 30B, Audience insights)
- "Other options include Delve AI, Zoomph, and Brand24" (Llama 4 Maverick, Audience insights)
- "Delve AI — Most Affordable for Personas" (Kimi K2, Audience insights)

## 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 | 0 | 0 | 0 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Delve AI, from 16 of the 16 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 11
- britopian.com: 10
- validatemysaas.com: 8
- gane.ai/index: 7
- sparktoro.com: 6
- delve.ai: 5 (its own site)
- buffer.com: 4
- influencermarketinghub.com: 4
- sourceforge.net: 4
- articos.com: 3

### Pages cited

- https://britopian.com/wp-content/uploads/2025/04/Top-10-Audience-Intelligence-Platforms.pdf: 9
- https://validatemysaas.com/posts/audience-research-tools: 8
- https://www.gane.ai/index/gtm/marketing/audience-and-consumer-insights/smb: 7
- https://g2.com/categories/audience-intelligence-platforms/small-business: 6
- https://sparktoro.com/pricing: 6
- https://buffer.com/resources/best-social-media-analytics-tools: 4
- https://delve.ai/audience-persona: 4
- https://sparktoro.com/: 4

## What it publishes

Every page delve.ai exposes, read 2026-10-05: 202 addresses. By kind, pages and the last 90 days:

- blog: 105 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 3 pages, 0 in the last 90 days, latest undated
- podcast or video: 35 pages, 0 in the last 90 days, latest undated

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.