# Prospeo: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 51 judge labels across 13 categories by 10 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/prospeo

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Email verification](https://www.gane.ai/index/gtm/gtm-data/email-verification/index.md) | 2% | 9 | 0% | 4 |
| [Market intelligence platforms](https://www.gane.ai/index/gtm/gtm-data/market-intelligence/index.md) | 2% | 17 | 0% | 4 |
| [Identity resolution](https://www.gane.ai/index/gtm/gtm-data/identity-resolution/index.md) | 2% | 11 | 0% | 9 |
| [B2B intent data providers](https://www.gane.ai/index/gtm/sales/b2b-intent-data/index.md) | 2% | 10 | 0% | 8 |
| [Sales intelligence and contact data](https://www.gane.ai/index/gtm/sales/sales-intelligence-and-contact-data/index.md) | 0% | 10 | 0% | 11 |
| [Account-based marketing platforms](https://www.gane.ai/index/gtm/marketing/account-based-marketing-platforms/index.md) | 0% | 20 | 0% | 4 |
| [Email deliverability and testing tools](https://www.gane.ai/index/gtm/marketing/email-deliverability-and-testing/index.md) | 0% | 36 | 0% | 3 |
| [CRM data quality and deduplication](https://www.gane.ai/index/gtm/revops/crm-data-quality-and-deduplication/index.md) | 0% | 39 | 0% | 2 |
| [Territory and quota planning](https://www.gane.ai/index/gtm/revops/territory-and-quota-planning/index.md) | 0% | 34 | 0% | 2 |
| [AI SDR agents](https://www.gane.ai/index/gtm/sales/ai-sdr-agents/index.md) | 0% | 51 | 0% | 1 |
| [Audience and consumer insights platforms](https://www.gane.ai/index/gtm/marketing/audience-and-consumer-insights/index.md) | 0% | 109 | 0% | 1 |
| [Data enrichment](https://www.gane.ai/index/gtm/gtm-data/data-enrichment/index.md) | 0% | 63 | 0% | 1 |
| [Meeting scheduling](https://www.gane.ai/index/gtm/sales/meeting-scheduling/index.md) | 0% | 54 | 0% | 1 |

## What the models said for it

- "The best B2B intent data provider for a company with a limited budget is Prospeo, which offers a free tier and starts at $0.01 per email." (Llama 4 Maverick, Intent data)
- "Start with a freemium or low-cost option (Apollo.io or Prospeo) to test your team's needs" (GLM 4.7 FlashX, Market intelligence)
- "Need a free start and you're B2B-first → Prospeo free tier, then FullContact API." (Muse Glimmer 30B, Identity)
- "Prospeo is built for B2B verification." (Muse Glimmer 30B, Email verification)

## 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 | 4 | 0 | 0 | 4 |
| Grok 4.20 | 0 | 3 | 3 | 0 | 6 |
| Mistral Small | 0 | 4 | 1 | 0 | 5 |
| DeepSeek V4 Flash | 0 | 3 | 2 | 0 | 5 |
| Llama 4 Maverick | 1 | 4 | 5 | 0 | 10 |
| Qwen 3.7 Flash | 0 | 3 | 1 | 0 | 4 |
| Kimi K2 | 0 | 3 | 0 | 0 | 3 |
| GLM 4.7 FlashX | 1 | 5 | 0 | 0 | 6 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 2 | 2 | 2 | 0 | 6 |

## Sources returned with these answers

The sites and pages cited by the answers that named Prospeo, from 134 of the 134 answers that named it (only the models that return a source list).

### Domains cited

- prospeo.io: 127 (its own site)
- g2.com: 53
- gane.ai/index: 38
- toolradar.com: 21
- capterra.com: 19
- sourceforge.net: 17
- marketintelligencetools.com: 15
- softwaresuggest.com: 15
- spotsaas.com: 15
- trustradius.com: 14

### Pages cited

- https://prospeo.io/s/identity-resolution-software: 24
- https://prospeo.io/s/b2b-market-intelligence-tools: 19
- https://g2.com/categories/identity-resolution/small-business: 17
- https://prospeo.io/s/b2b-intent-data-providers: 12
- https://softwaresuggest.com/identity-resolution-software: 12
- https://acxiom.com/wp-content/uploads/2025/08/martech-intelligence-report-identity-resolution-platforms.pdf: 11
- https://g2.com/categories/data-quality/f/crm: 11
- https://www.gane.ai/index/gtm/gtm-data/identity-resolution/smb: 11

## In its own words

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

- Positioning: Build leads list with verified emails & mobiles (https://prospeo.io/c/plansee)
- For: For Lead Generation agencies, For Sales Leader, For Founders, For RevOps (https://prospeo.io/c/plansee)
- Free plan or trial: Get Targeted Leads for free (https://prospeo.io/c/plansee)
- Integrations claimed: 25 (https://prospeo.io/c/platforme)

## What it publishes

Every page prospeo.io exposes, read 2026-09-29: 97505 addresses. By kind, pages and the last 90 days:

- blog: 2 pages, 0 in the last 90 days, latest undated
- case study: 16 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 6 pages, 0 in the last 90 days, latest undated
- conference or event: 16 pages, 0 in the last 90 days, latest undated
- report or ebook: 6 pages, 0 in the last 90 days, latest 2011-11-10
- comparison: 8003 pages, 0 in the last 90 days, latest undated
- template or tool: 35 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 278 pages, 0 in the last 90 days, latest undated
- podcast or video: 6 pages, 0 in the last 90 days, latest undated
- news or press: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2011-11-10 report or ebook: Challenger sale book https://prospeo.io/s/challenger-sale-book

## 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.