# PandaDoc: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 216 judge labels across 10 categories by 14 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/pandadoc

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Proposal software](https://www.gane.ai/index/gtm/revops/proposal-software/index.md) | 78% | 1 | 6% | 71 |
| [Contract lifecycle management and e-signature](https://www.gane.ai/index/gtm/revops/contract-lifecycle-management-and-e-signature/index.md) | 29% | 1 | 5% | 42 |
| [RFP response software](https://www.gane.ai/index/gtm/sales/rfp-response-software/index.md) | 20% | 2 | 26% | 35 |
| [CPQ](https://www.gane.ai/index/gtm/revops/cpq/index.md) | 13% | 2 | 7% | 55 |
| [Value selling tools](https://www.gane.ai/index/gtm/sales/value-selling-tools/index.md) | 0% | 25 | 0% | 4 |
| [Digital sales rooms](https://www.gane.ai/index/gtm/sales/digital-sales-rooms/index.md) | 0% | 16 | 0% | 3 |
| [Sales enablement and content](https://www.gane.ai/index/gtm/sales/sales-enablement-and-content/index.md) | 0% | 19 | 0% | 3 |
| [Client onboarding platforms](https://www.gane.ai/index/gtm/customer/client-onboarding/index.md) | 0% | 39 | 0% | 1 |
| [Digital adoption and onboarding](https://www.gane.ai/index/gtm/customer/digital-adoption-and-onboarding/index.md) | 0% | 56 | 0% | 1 |
| [Workflow automation and iPaaS](https://www.gane.ai/index/gtm/gtm-data/workflow-automation-and-ipaas/index.md) | 0% | 61 | 100% | 1 |

## What the models said for it

- "PandaDoc is best for mid-market sales teams that need an all-in-one document workflow and is the most widely adopted proposal AI-powered sales platform in B2B" (Claude Haiku 4.5, Proposals)
- "Start with PandaDoc if you need a general sales proposal tool—it offers the best combination of functionality, integrations, and price for growing teams." (Kimi K2, RFP response)
- "For most mid-market B2B companies, LinkSquares or PandaDoc will likely provide the best balance of features, value, and ease of implementation." (GLM 4.7 FlashX, CLM)
- "PandaDoc is the most frequently recommended default because of its mid-market G2 leadership, CRM integration depth and proposal-to-contract coverage." (Muse Glimmer 30B, RFP response)

## And against it

- "primarily sales proposal tools and are not designed for the specific workflows and compliance needs of RFP responses" (Mistral Small, RFP response)
- "Avoid as your only CLM if you manage complex supplier, legal, regulatory, or post-signature obligations." (Perplexity Sonar, CLM)
- "Proposify and PandaDoc are proposal tools rather than RFP tools and the difference matters." (Muse Glimmer 30B, RFP response)
- "High Caution: PandaDoc ... Billing complaints: Multiple reports of unauthorized charges" (Kimi K2, Proposals)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 2 | 6 | 3 | 1 | 12 |
| GPT-5.4 mini | 3 | 4 | 1 | 1 | 9 |
| Gemini 3.5 Flash | 6 | 8 | 1 | 2 | 17 |
| Perplexity Sonar | 7 | 6 | 0 | 2 | 15 |
| Grok 4.20 | 8 | 7 | 7 | 0 | 22 |
| Mistral Small | 5 | 4 | 4 | 1 | 14 |
| DeepSeek V4 Flash | 8 | 5 | 4 | 2 | 19 |
| Llama 4 Maverick | 5 | 2 | 6 | 1 | 14 |
| Qwen 3.7 Flash | 8 | 8 | 1 | 2 | 19 |
| Kimi K2 | 8 | 7 | 3 | 3 | 21 |
| GLM 4.7 FlashX | 5 | 8 | 2 | 0 | 15 |
| MiniMax M2.5 | 6 | 3 | 3 | 1 | 13 |
| GPT-6 Luna | 4 | 3 | 0 | 1 | 8 |
| Muse Glimmer 30B | 6 | 5 | 4 | 3 | 18 |

## Sources returned with these answers

The sites and pages cited by the answers that named PandaDoc, from 538 of the 598 answers that named it (only the models that return a source list).

### Domains cited

- softwareadvice.com: 263
- g2.com: 229
- capterra.com: 191
- pandadoc.com: 174 (its own site)
- albato.com: 117
- proposify.com: 110
- guideflow.com: 107
- zapier.com: 98
- thedigitalprojectmanager.com: 84
- spotsaas.com: 79

### Pages cited

- https://softwareadvice.com/cpq: 84
- https://softwareadvice.com/proposal-management: 80
- https://albato.com/blog/publications/best-cpq-software: 66
- https://zapier.com/blog/best-proposal-software: 61
- https://g2.com/categories/proposal: 59
- https://thedigitalprojectmanager.com/tools/best-proposal-software: 51
- https://g2.com/categories/cpq/small-business: 45
- https://proposify.com/: 44

## The company

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

## In its own words

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

- Positioning: PandaDoc streamlines proposals, quotes & other business document workflows - Trusted by 50K+ Clients - SOC 2, HIPAA & GDPR Compliant! (https://pandadoc.com/)
- For: growing businesses (https://pandadoc.com/)
- Free plan or trial: Start a trial (https://pandadoc.com/)
- Certifications: SOC 2, HIPAA, GDPR, ESIGN Act, UETA
- Customers named: Autodesk, Nomad, TheKey, Wizehire, GoConsensus, Chili Piper

## What it publishes

Every page pandadoc.com exposes, read 2026-09-29: 1389 addresses. By kind, pages and the last 90 days:

- blog: 58 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 3 pages, 0 in the last 90 days, latest 2026-01-22
- conference or event: 4 pages, 1 in the last 90 days, latest 2026-08-18
- comparison: 23 pages, 1 in the last 90 days, latest 2026-07-29
- glossary or explainer: 22 pages, 1 in the last 90 days, latest 2026-08-06
- Recent: 2026-08-18 conference or event: 9714778 in person signing new experience https://support.pandadoc.com/en/articles/9714778-in-person-signing-new-experience
- Recent: 2026-08-06 glossary or explainer: 10116383 sms verification https://support.pandadoc.com/en/articles/10116383-sms-verification
- Recent: 2026-07-29 comparison: 9997637 pandadoc eu vs us https://support.pandadoc.com/en/articles/9997637-pandadoc-eu-vs-us
- Recent: 2026-06-29 glossary or explainer: 10130797 passcode verification https://support.pandadoc.com/en/articles/10130797-passcode-verification
- Recent: 2026-06-11 comparison: 11379752 pandadoc s free esign plan vs free 14 day trial https://support.pandadoc.com/en/articles/11379752-pandadoc-s-free-esign-plan-vs-free-14-day-trial
- Recent: 2026-05-12 glossary or explainer: 10131495 import and export volume based products via csv https://support.pandadoc.com/en/articles/10131495-import-and-export-volume-based-products-via-csv

## 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.