# Smartlead: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 14 judge labels across 6 categories by 8 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/smartlead

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Sales engagement platforms](https://www.gane.ai/index/gtm/sales/sales-engagement/index.md) | 0% | 24 | 17% | 6 |
| [Email deliverability and testing tools](https://www.gane.ai/index/gtm/marketing/email-deliverability-and-testing/index.md) | 0% | 42 | 0% | 3 |
| [Sales dialers and calling](https://www.gane.ai/index/gtm/sales/sales-dialers-and-calling/index.md) | 0% | 52 | 0% | 2 |
| [Account-based marketing platforms](https://www.gane.ai/index/gtm/marketing/account-based-marketing-platforms/index.md) | 0% | 59 | 0% | 1 |
| [Email marketing platforms](https://www.gane.ai/index/gtm/marketing/email-marketing/index.md) | 0% | 28 | 0% | 1 |
| [Sales intelligence and contact data](https://www.gane.ai/index/gtm/sales/sales-intelligence-and-contact-data/index.md) | 0% | 50 | 0% | 1 |

## What the models said for it

- "Choose Instantly or Smartlead if you are running "spray and pray" style cold email campaigns at scale" (Qwen 3.7 Flash, Sales engagement)
- "built-in warm-up via Smartlead/Instantly if conducting outbound sales" (Gemini 3.5 Flash, Email deliverability)
- "Smartlead - Volume email automation specialist" (GLM 4.7 FlashX, Sales engagement)
- "Best for Cold Emailing: Instantly, Smartlead." (Qwen 3.7 Flash, Email marketing)

## And against it

- "Unreliable sending, poor support at scale" (DeepSeek V4 Flash, Sales engagement)

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

## Sources returned with these answers

The sites and pages cited by the answers that named Smartlead, from 35 of the 42 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 13
- smartlead.ai: 13 (its own site)
- capterra.com: 10
- unifygtm.com: 10
- folk.app: 8
- instantly.ai: 8
- lemlist.com: 8
- softwareadvice.com: 8
- cirrusinsight.com: 7
- smartreach.io: 7

### Pages cited

- https://folk.app/articles/best-sales-engagement-tools-for-small-business: 8
- https://cirrusinsight.com/blog/sales-engagement-platforms: 7
- https://softwareworld.co/sales-engagement-platform-software: 7
- https://softwareadvice.com/crm/sales-engagement-comparison: 6
- https://unifygtm.com/explore/best-sales-engagement-platforms-small-teams: 6
- https://smartlead.ai/blog/best-sales-engagement-tools: 5
- https://spotsaas.com/blog/best-sales-engagement-platforms: 5
- https://spotsaas.com/list/sales-engagement-software/for-small-business: 5

## In its own words

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

- Positioning: Cold email outreach software that helps sales teams scale outbound campaigns with unlimited mailboxes, AI warmups, and deliverability infrastructure to land emails in the primary inbox. (https://smartlead.ai/)
- For: sales teams that run outbound at scale (https://smartlead.ai/)
- Price stated: Basic Plan at $39/month; Pro Plan ($94/month); Custom Plan ($174/month) (https://smartlead.ai/)
- Starting price: 39 (https://smartlead.ai/)
- Free plan or trial: Free trial available (https://smartlead.ai/)
- Customers named: StackOptimise, Cold Email Hackers, DutchSave Media, Growth Today, FueltoFly, OutboundSync, Axoleads, Claygen

## What it publishes

Every page smartlead.ai exposes, read 2026-09-29: 1586 addresses. By kind, pages and the last 90 days:

- blog: 590 pages, 0 in the last 90 days, latest undated
- case study: 143 pages, 0 in the last 90 days, latest 2024-05-06
- webinar or virtual event: 4 pages, 0 in the last 90 days, latest undated
- conference or event: 1 pages, 0 in the last 90 days, latest undated
- report or ebook: 34 pages, 0 in the last 90 days, latest undated
- comparison: 59 pages, 0 in the last 90 days, latest undated
- template or tool: 23 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 31 pages, 0 in the last 90 days, latest 2026-03-17
- podcast or video: 10 pages, 0 in the last 90 days, latest undated
- news or press: 4 pages, 0 in the last 90 days, latest 2024-05-06
- Recent: 2026-03-17 glossary or explainer: What is cold email mcp server https://www.smartlead.ai/blog/what-is-cold-email-mcp-server
- Recent: 2026-03-17 glossary or explainer: What is mcp server https://www.smartlead.ai/blog/what-is-mcp-server
- Recent: 2024-05-06 news or press: Newsletter email template https://www.smartlead.ai/email-templates/newsletter-email-template
- Recent: 2024-05-06 news or press: Press release email template https://www.smartlead.ai/email-templates/press-release-email-template
- Recent: 2024-05-06 case study: How AI bees Achieved a 30% Reply Rate Using Smartlead | Smartlead Case Study https://www.smartlead.ai/case-study/ai-bees
- Recent: 2024-05-06 case study: Aico valhalla https://www.smartlead.ai/case-study/aico-valhalla

## 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.