Public AI recommendation index
Proposal software for agencies
Based on 4 valid discovery answers for November 06, 2026.
- AIs:
- ChatGPT and Gemini
- Method:
- ChatGPT answers are read from its public web interface. Gemini answers come from Google's model API, which may answer from the model alone, without searching the web.
- Questions asked:
- “best proposal software for agencies” and “proposal and contract tool for marketing agencies”
- 1CRM integrationsnamed in 2 answers
- 2PandaDocnamed in 2 answers
- 3Qwilrnamed in 2 answers
- 4Approval workflowsnamed in 1 answer
- 5Automated workflowsnamed in 1 answer
- 6Beautifulnamed in 1 answer
- 7Better Proposalsnamed in 1 answer
- 8Bonsainamed in 1 answer
- 9Client managementnamed in 1 answer
- 10Client-friendly experiencenamed in 1 answer
- 11Content metricsnamed in 1 answer
- 12E-signaturesnamed in 1 answer
- 13E-signatures includednamed in 1 answer
- 14Interactivenamed in 1 answer
- 15Interactive Pricing / Optional Add-onsnamed in 1 answer
- 16Nusiinamed in 1 answer
- 17Online paymentsnamed in 1 answer
- 18Online signaturesnamed in 1 answer
- 19Payment collectionnamed in 1 answer
- 20Project managementnamed in 1 answer
Frequently cited sources
- agiled.app (2 citations)
- pandadoc.com (2 citations)
- proposify.com (2 citations)
- qwilr.com (2 citations)
- betterproposals.io (1 citation)
- honeybook.com (1 citation)
- nusii.com (1 citation)
- resources.rework.com (1 citation)
- reworkcontent.azurewebsites.net (1 citation)
- softwarecompare.net (1 citation)
History
One row per round of questions. A round is published only when every question was answered validly on every AI.
| Round | Valid answers | Most named |
|---|---|---|
| November 06, 2026 | 4 | CRM integrations, PandaDoc, and Qwilr |
AI crawlers and agents across the web
Largest shares of AI crawler requests across Cloudflare in the last 28 days: Googlebot 23.5%, ClaudeBot 12.9%, Meta-ExternalAgent 9.3%, and Applebot 8.2%.
Of 115,468 sites Cloudflare scanned on November 02, 2026, 4.3% serve pages as Markdown to agents, 8.9% declare Content Signals and 0.6% publish an MCP server card.