# Seamless.AI: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/finance/vendors/seamless-ai

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Strategic sourcing](https://www.gane.ai/index/finance/spend/strategic-sourcing/index.md) | 0% | 131 | 100% | 1 |

## And against it

- "some features in Apollo.io or Seamless.AI if repurposed for recruiting: These prioritize B2B leads over candidate experience" (Grok 4.20, Strategic sourcing)

## 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 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Seamless.AI, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- dishertalent.com: 1
- leadchangegroup.com: 1
- linkmatch.com: 1
- paycor.com: 1
- skillrobo.com: 1

### Pages cited

- https://dishertalent.com/blog/sourcing-tools-review: 1
- https://leadchangegroup.com/candidate-sourcing-software: 1
- https://linkmatch.com/blog/recruitment-tips/linkedin-recruiter-tools: 1
- https://paycor.com/resource-center/articles/how-to-use-ai-in-recruiting: 1
- https://skillrobo.com/blog/sourcing-tools-for-recruiters: 1

## In its own words

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

- Positioning: A real-time search engine and AI sales platform for sales prospecting, lead generation, and revenue growth. (https://seamless.ai/)
- For: B2B companies; salespeople; sales teams; SDRs; RevOps; founders; marketing; recruiting; customer success; finance teams. (https://seamless.ai/)
- Price stated: Seamless.AI is free for up to 50 credits. After that, we offer many pricing options. (https://seamless.ai/)
- Free plan or trial: free for up to 50 credits (https://seamless.ai/)
- Integrations claimed: 6000 (https://seamless.ai/)
- Certifications: GDPR, CCPA, SOC 2 Type II, ISO 27001

## What it publishes

Every page seamless.ai exposes, read 2026-09-29: 592 addresses. By kind, pages and the last 90 days:

- blog: 1 pages, 0 in the last 90 days, latest undated
- case study: 392 pages, 0 in the last 90 days, latest undated
- comparison: 11 pages, 0 in the last 90 days, latest undated
- template or tool: 10 pages, 0 in the last 90 days, latest undated
- news or press: 30 pages, 1 in the last 90 days, latest 2026-09-08
- Recent: 2026-09-08 news or press: Seamless reviews lead generation software https://seamless.ai/news/releases/seamless-reviews-lead-generation-software

## Record

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