# 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/gtm/vendors/seamless-ai-2

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Competitive intelligence tools](https://www.gane.ai/index/gtm/marketing/competitive-intelligence/index.md) | 0% | 58 | 0% | 1 |

## What the models said for it

- "Use Seamless AI (Free Tier) for general contact/alerts" (Qwen 3.7 Flash, Competitive intel)

## 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 | 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 | 1 | 0 | 0 | 1 |
| 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

- autobound.ai: 1
- linkeddit.com: 1
- marketintelligencetools.com: 1
- siftly.ai: 1
- softwareadvice.com: 1

### Pages cited

- https://autobound.ai/blog/top-15-competitive-intelligence-tools-2026: 1
- https://linkeddit.com/blog/competitive-intelligence-software-for-small-businesses: 1
- https://marketintelligencetools.com/reports/competitive-intelligence-pricing: 1
- https://siftly.ai/blog/7-most-affordable-competitive-intelligence-platforms: 1
- https://softwareadvice.com/competitive-intelligence/small-business: 1

## In its own words

What Seamless AI's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: The AI sales platform that delivers verified prospects, automated outreach, and the speed your team needs to grow revenue. (https://seamless.ai/)
- For: B2B companies (https://seamless.ai/)
- Price stated: Seamless.AI is free for up to 50 credits. After that, we offer many pricing options to best fit your team's needs. (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, ISO 27701

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