# PandaDoc vs Proposable: which do AI models recommend for proposals, September 2026

GTM AI Recommendation Index, September 2026 Edition, Proposal software. Nine of twelve models named PandaDoc first on the direct prompt; zero named Proposable. Page: https://gtm-ai-index.com/revops/proposal-software/pandadoc-vs-proposable/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| PandaDoc | 49% | #1 of 10 | 17% | 58 | 12 of 12 |
| Proposable | 2% | #8 of 10 | 10% | 10 | 8 of 12 |

## The direct prompt, model by model

- Claude Haiku 4.5: pandadoc first (first choices: PandaDoc) (alternatives: ClientPoint, DealHub, Proposable)
- Gemini 3.5 Flash: pandadoc first (first choices: PandaDoc) (alternatives: GetAccept, Loopio, Proposify, Qwilr, SiftHub, Trumpet)
- Perplexity Sonar: pandadoc first (first choices: PandaDoc) (alternatives: Proposify)
- Grok 4.1 Fast: pandadoc first (first choices: PandaDoc) (alternatives: GetAccept, Proposify)
- Mistral Small: pandadoc first (first choices: PandaDoc) (alternatives: GetAccept, Proposify, Qwilr)
- DeepSeek V4 Flash: pandadoc first (first choices: PandaDoc) (alternatives: DealHub, Loopio, Proposify, Qwilr)
- Qwen 3.7 Flash: pandadoc first (first choices: PandaDoc) (alternatives: Loopio, Proposify, Qwilr)
- Kimi K2: pandadoc first (first choices: PandaDoc, Qwilr) (alternatives: Proposify)
- MiniMax M2.5: pandadoc first (first choices: PandaDoc) (alternatives: Proposify, Qwilr)
- Llama 4 Maverick: neither first, one named (first choices: Proposify) (alternatives: Loopio, PandaDoc, Qwilr)
- GLM 4.7 FlashX: neither first, one named (first choices: Proposify, Qwilr) (alternatives: PandaDoc)
- GPT-5.4 mini: neither named (first choices: Proposify) (alternatives: Better Proposals, Quoter)

## What the models said about PandaDoc

- "Avoid: Tools like PandaDoc for government contracts, RFPs, or complex enterprise bids ... PandaDoc - Good for general sales proposals" (GLM 4.7 FlashX, negative prompt, soft negative)
- "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, direct prompt, first choice)
- "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, direct prompt, first choice)
- "Pick PandaDoc if you need one platform for proposals *and* contracts, NDAs, quotes, and other documents, with deep CRM integration." (DeepSeek V4 Flash, comparative prompt, first choice)

## What the models said about Proposable

- "Proposable — Lightweight but Problematic" (Kimi K2, negative prompt, soft negative)
- "Proposable if you need CRM integrations and analytics on a tight budget" (MiniMax M2.5, budget prompt, first choice)
- "A balanced proposal tool for mid-market teams wanting more than basic features but less than enterprise-level complexity" (Claude Haiku 4.5, direct prompt, alternative)
- "A simple, lightweight option with a solid template library, built-in e-signatures" (Gemini 3.5 Flash, budget prompt, alternative)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.