# PandaDoc: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 140 judge labels across 5 categories by 12 of 12 models. Page: https://gtm-ai-index.com/vendors/pandadoc/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Proposal software | 49% | 1 | 17% | 58 |
| Contract lifecycle management and e-signature | 25% | 1 | 6% | 32 |
| CPQ | 13% | 2 | 7% | 43 |
| Digital sales rooms | 0% | 49 | 50% | 4 |
| Sales enablement and content | 0% | 23 | 0% | 3 |

## What the models said for it

- "PandaDoc is currently the industry standard for mid-market businesses because it strikes the best balance between ease of use, functionality, and price." (Qwen 3.7 Flash, Proposals)
- "Best for mid-market sales teams needing an all-in-one document workflow, it's the most widely adopted proposal AI-powered sales platform in B2B" (Claude Haiku 4.5, Proposals)
- "Pick PandaDoc if you need one platform for proposals *and* contracts, NDAs, quotes, and other documents, with deep CRM integration." (DeepSeek V4 Flash, Proposals)
- "PandaDoc edges out as the most recommended for mid-market B2B overall due to its balance of features, affordability, and adoption." (Grok 4.1 Fast, Proposals)

## And against it

- "PandaDoc – Strong for proposals/docs but weaker native deal room experience" (Kimi K2, Sales rooms)
- "Skip the lightweight SMB tools (PandaDoc, HubSpot Quotes, QuoteWerks)" (DeepSeek V4 Flash, CPQ)
- "Avoid: Tools like PandaDoc for government contracts, RFPs, or complex enterprise bids ... PandaDoc - Good for general sales proposals" (GLM 4.7 FlashX, Proposals)
- "Avoid lightweight proposal/e-sign tools like PandaDoc if your main issue is managing complex, highly negotiated legal agreements." (Gemini 3.5 Flash, CLM)

## The company

PandaDoc; http://www.pandadoc.com; South San Francisco, United States; founded 2013. From Wikidata, fetched 2026-09-14.

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, September 2026 Edition, gtm-ai-index.com.