# Qualified Piper: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 13 judge labels across 1 category by 8 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/qualified-piper

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI SDR agents](https://www.gane.ai/index/gtm/sales/ai-sdr-agents/index.md) | 2% | 8 | 0% | 13 |

## What the models said for it

- "If you want the lowest cost to start, pick Qualified." (GPT-5.4 mini, AI SDR)
- "If by "prospects" you mainly mean engaging people who visit your website, rather than cold outbound, I'd look at Qualified instead." (GPT-6 Luna, AI SDR)
- "Choose Qualified (Piper) if your biggest bottleneck is capturing, qualifying, and converting visitors" (Gemini 3.5 Flash, AI SDR)
- "Qualified if your main need is website visitor qualification and inbound meeting booking" (GPT-5.4 mini, AI SDR)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 1 | 3 | 0 | 0 | 4 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| 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 | 2 | 0 | 0 | 2 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Qualified Piper, from 41 of the 41 answers that named it (only the models that return a source list).

### Domains cited

- artisan.co: 22
- getbreakout.ai: 12
- amplemarket.com: 9
- 11x.ai: 8
- agentmarketplace.ai: 8
- salesforge.ai: 8
- latenode.com: 7
- docket.io: 6
- g2.com: 6
- qualified.com: 6 (its own site)

### Pages cited

- https://artisan.co/blog/the-best-ai-sdrs: 12
- https://amplemarket.com/blog/best-ai-sales-agents: 9
- https://agentmarketplace.ai/ai-sdr-agents: 8
- https://getbreakout.ai/blog/10-best-ai-sdr-agents-2026: 8
- https://salesforge.ai/blog/ai-sales-agents: 8
- https://latenode.com/blog/ai-agents-for-sales: 7
- https://albato.com/blog/publications/best-ai-sdr-tools: 5
- https://docket.io/blog/ai-sdr-tools: 5

## In its own words

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

- Positioning: Convert your most valuable buyers into pipeline with Piper, the #1 AI SDR agent for 6sense. (https://www.qualified.com/piper-for-6sense)
- For: 6sense customers (https://www.qualified.com/piper-for-6sense)
- Customers named: Zoom, Brex, Wrike, Gamma

## What it publishes

Every page qualified.com exposes, read 2026-09-29: 1536 addresses. By kind, pages and the last 90 days:

- blog: 952 pages, 0 in the last 90 days, latest undated
- case study: 36 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 6 pages, 0 in the last 90 days, latest 2025-05-01
- conference or event: 20 pages, 0 in the last 90 days, latest 2025-05-20
- report or ebook: 4 pages, 0 in the last 90 days, latest 2025-10-08
- comparison: 8 pages, 0 in the last 90 days, latest undated
- template or tool: 6 pages, 1 in the last 90 days, latest 2026-07-16
- glossary or explainer: 15 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: 81 pages, 0 in the last 90 days, latest undated
- Recent: 2026-07-16 template or tool: Implementation readiness checklist 428 https://university.qualified.com/setting-up-qualified-75/implementation-readiness-checklist-428
- Recent: 2025-10-08 report or ebook: Sending events to google analytics and facebook 310 https://university.qualified.com/reporting-analytics-65/sending-events-to-google-analytics-and-facebook-310
- Recent: 2025-07-01 report or ebook: Using the qualified live booker 269 https://university.qualified.com/piper-meetings-62/using-the-qualified-live-booker-269
- Recent: 2025-05-20 conference or event: User groups 188 https://university.qualified.com/user-management-76/user-groups-188
- Recent: 2025-05-06 report or ebook: Adding the qualified live booker to salesforce 140 https://university.qualified.com/salesforce-52/adding-the-qualified-live-booker-to-salesforce-140
- Recent: 2025-05-01 webinar or virtual event: Customizing live streams 117 https://university.qualified.com/piper-conversations-59/customizing-live-streams-117

## 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.