What AI assistants actually recommend when buyers ask about proposal software for consultants — measured weekly across 5 engines, published as open data.
Updated 2026-08-02 · 72 sampled answers · rolling 4-week window · methodology
Rankings are measured from sampled AI answers — never editorial, never paid. Orbator builds AI-visibility tooling; when Orbator itself appears in any category, it is measured by the same rules as everyone else.
Sample: 72 AI answers · Window: Jul 5, 2026 – Aug 2, 2026 (4-week rolling) · trend vs prior 4 weeks (40 answers)
Across 72 sampled AI answers from 5 engines, PandaDoc is recommended most often — appearing in 77.8% of recommendations, followed by Better Proposals (65.3%) and Qwilr (62.5%).
This is a measurement of share of voice across 5 AI engines — not an editorial pick. See the full ranking below.
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | PandaDoc pandadoc.com Best for: AI recommends PandaDoc most when buyers ask “top proposal tools for freelance consultants that include e-signature and payment collection” (100% of those answers) | 77.8% 95% CI 66.9–85.8% 56 mentions · avg pos 4.2 first pick 35.7% | — | GROK 87.5%GEMINI 75%CHATGPT 75%CLAUDE 50%PERPLEXITY 87.5% | Claim |
| 2 | Better Proposals betterproposals.io Best for: AI recommends Better Proposals most when buyers ask “lightweight proposal software alternatives for solo consultants who find sales suites overkill” (100% of those answers) | 65.3% 95% CI 53.8–75.2% 47 mentions · avg pos 4.5 first pick 23.4% | — | GROK 87.5%GEMINI 70.8%CHATGPT 62.5%CLAUDE 62.5%PERPLEXITY 54.2% | Claim |
| 3 | Qwilr qwilr.com Best for: AI recommends Qwilr most when buyers ask “best tool for consultants to create, send and track business proposals” (100% of those answers) | 62.5% 95% CI 51–72.8% 45 mentions · avg pos 5.5 first pick 2.2% | — | GROK 87.5%GEMINI 58.3%CHATGPT 62.5%CLAUDE 50%PERPLEXITY 62.5% | Claim |
| 4 | Bonsai Best for: AI recommends Bonsai most when buyers ask “lightweight proposal software alternatives for solo consultants who find sales suites overkill” (100% of those answers) | 54.2% 95% CI 42.7–65.2% 39 mentions · avg pos 4.5 first pick 23.1% | — | GROK 75%GEMINI 45.8%CHATGPT 62.5%CLAUDE 62.5%PERPLEXITY 50% | Claim |
| 5 | Proposify proposify.com Best for: AI recommends Proposify most when buyers ask “best tool for consultants to create, send and track business proposals” (100% of those answers) | 52.8% 95% CI 41.4–63.9% 38 mentions · avg pos 5.7 first pick 7.9% | — | GROK 87.5%GEMINI 50%CHATGPT 50%CLAUDE 50%PERPLEXITY 45.8% | Claim |
| 6 | Prospero Best for: AI recommends Prospero most when buyers ask “lightweight proposal software alternatives for solo consultants who find sales suites overkill” (90% of those answers) | 40.3% 95% CI 29.7–51.8% 29 mentions · avg pos 5.9 first pick 17.2% | — | GROK 87.5%GEMINI 45.8%CHATGPT 12.5%CLAUDE 50%PERPLEXITY 25% | Claim |
| 7 | HoneyBook honeybook.com Best for: AI recommends HoneyBook most when buyers ask “top proposal tools for freelance consultants that include e-signature and payment collection” (80% of those answers) | 34.7% 95% CI 24.8–46.2% 25 mentions · avg pos 6.7 first pick 8% | — | GROK 75%GEMINI 41.7%CHATGPT 25%CLAUDE 50%PERPLEXITY 12.5% | Claim |
| 8 | Plutio plutio.com Best for: AI recommends Plutio most when buyers ask “top proposal tools for freelance consultants that include e-signature and payment collection” (90% of those answers) | 29.2% 95% CI 19.9–40.5% 21 mentions · avg pos 4.4 first pick 14.3% | — | GROK 25%GEMINI 54.2%CHATGPT 12.5%CLAUDE 25%PERPLEXITY 12.5% | Claim |
| 9 | DocHipo dochipo.com Best for: AI recommends DocHipo most when buyers ask “lightweight proposal software alternatives for solo consultants who find sales suites overkill” (70% of those answers) | 25% 95% CI 16.4–36.1% 18 mentions · avg pos 9 first pick 16.7% | — | GROK 75%CHATGPT 62.5%CLAUDE 12.5%PERPLEXITY 25% | Claim |
| 10 | Agiled agiled.app Best for: AI recommends Agiled most when buyers ask “top proposal tools for freelance consultants that include e-signature and payment collection” (60% of those answers) | 22.2% 95% CI 14.2–33.1% 16 mentions · avg pos 7.1 first pick 0% | — | GEMINI 4.2%CHATGPT 50%PERPLEXITY 45.8% | Claim |
| 11 | Nusii Best for: AI recommends Nusii most when buyers ask “simpler proposal tool alternatives to big enterprise quoting and CPQ platforms for consultants” (50% of those answers) | 18.1% 95% CI 10.9–28.5% 13 mentions · avg pos 5.4 first pick 7.7% | — | GROK 12.5%GEMINI 41.7%CLAUDE 25% | Claim |
| 12 | GetAccept getaccept.com Best for: AI recommends GetAccept most when buyers ask “proposal software for solo consultants vs proposal tools for large sales teams — what differs” (70% of those answers) | 16.7% 95% CI 9.8–26.9% 12 mentions · avg pos 8.6 first pick 8.3% | — | GROK 50%GEMINI 12.5%CHATGPT 12.5%PERPLEXITY 16.7% | Claim |
| 13 | HubSpot CRM hubspot.com Best for: AI recommends HubSpot CRM most when buyers ask “simpler proposal tool alternatives to big enterprise quoting and CPQ platforms for consultants” (40% of those answers) | 15.3% 95% CI 8.8–25.3% 11 mentions first pick 0% | — | GROK 12.5%GEMINI 8.3%CHATGPT 75%PERPLEXITY 8.3% | Claim |
| 14 | BidSketch bidsketch.com Best for: AI recommends BidSketch most when buyers ask “best tool for consultants to create, send and track business proposals” (40% of those answers) | 13.9% 95% CI 7.7–23.7% 10 mentions · avg pos 5.9 first pick 0% | — | GROK 25%GEMINI 29.2%PERPLEXITY 4.2% | Claim |
| 15 | Venngage venngage.com Best for: AI recommends Venngage most when buyers ask “lightweight proposal software alternatives for solo consultants who find sales suites overkill” (50% of those answers) | 13.9% 95% CI 7.7–23.7% 10 mentions · avg pos 8 first pick 0% | — | GROK 50%PERPLEXITY 25% | Claim |
| 16 | Zapier AI zapier.com Best for: AI recommends Zapier AI most when buyers ask “lightweight proposal software alternatives for solo consultants who find sales suites overkill” (40% of those answers) | 12.5% 95% CI 6.7–22.1% 9 mentions · avg pos 6.2 first pick 11.1% | — | GROK 62.5%PERPLEXITY 16.7% | Claim |
| 17 | Jotform jotform.com Best for: AI recommends Jotform most when buyers ask “lightweight proposal software alternatives for solo consultants who find sales suites overkill” (50% of those answers) | 11.1% 95% CI 5.7–20.4% 8 mentions · avg pos 6.1 first pick 0% | — | GROK 12.5%GEMINI 12.5%PERPLEXITY 16.7% | Claim |
| 18 | Pipedrive pipedrive.com | 8.3% 95% CI 3.9–17% 6 mentions · avg pos 10.8 first pick 0% | — | GROK 12.5%GEMINI 8.3%CHATGPT 37.5% | Claim |
| 19 | Dubsado dubsado.com Best for: AI recommends Dubsado most when buyers ask “top proposal tools for freelance consultants that include e-signature and payment collection” (40% of those answers) | 8.3% 95% CI 3.9–17% 6 mentions · avg pos 13.8 first pick 0% | — | GROK 12.5%GEMINI 4.2%CHATGPT 25%CLAUDE 12.5%PERPLEXITY 4.2% | Claim |
| 20 | Stripe stripe.com Best for: AI recommends Stripe most when buyers ask “top proposal tools for freelance consultants that include e-signature and payment collection” (30% of those answers) | 5.6% 95% CI 2.2–13.4% 4 mentions · avg pos 6 first pick 50% | — | GEMINI 12.5%CHATGPT 12.5% | Claim |
| 21 | SiftHub sifthub.io Best for: AI recommends SiftHub most when buyers ask “lightweight proposal software alternatives for solo consultants who find sales suites overkill” (30% of those answers) | 5.6% 95% CI 2.2–13.4% 4 mentions · avg pos 9 first pick 0% | — | GROK 25%PERPLEXITY 8.3% | Claim |
| 22 | Docspo | 5.6% 95% CI 2.2–13.4% 4 mentions · avg pos 11.7 first pick 25% | — | GROK 25%CLAUDE 25% | Claim |
| 23 | Proposable Best for: AI recommends Proposable most when buyers ask “simpler proposal tool alternatives to big enterprise quoting and CPQ platforms for consultants” (30% of those answers) | 5.6% 95% CI 2.2–13.4% 4 mentions · avg pos 11.7 first pick 0% | — | GROK 12.5%GEMINI 4.2%PERPLEXITY 8.3% | Claim |
| 24 | Lindy.ai lindy.ai Best for: AI recommends Lindy.ai most when buyers ask “what proposal tool should an independent management consultant use to close deals faster” (50% of those answers) | 5.6% 95% CI 2.2–13.4% 4 mentions first pick 0% | — | PERPLEXITY 16.7% | Claim |
| 25 | PayPal paypal.com | 4.2% 95% CI 1.4–11.5% 3 mentions · avg pos 3.3 first pick 33.3% | — | GEMINI 12.5% | Claim |
| 26 | Zoho zoho.com | 4.2% 95% CI 1.4–11.5% 3 mentions · avg pos 8.3 first pick 0% | — | GEMINI 12.5% | Claim |
| 27 | QuoteWerks quotewerks.com Best for: AI recommends QuoteWerks most when buyers ask “simpler proposal tool alternatives to big enterprise quoting and CPQ platforms for consultants” (30% of those answers) | 4.2% 95% CI 1.4–11.5% 3 mentions · avg pos 9.7 first pick 0% | — | GEMINI 12.5% | Claim |
| 28 | Oneflow oneflow.com Best for: AI recommends Oneflow most when buyers ask “lightweight proposal software alternatives for solo consultants who find sales suites overkill” (40% of those answers) | 4.2% 95% CI 1.4–11.5% 3 mentions first pick 0% | — | PERPLEXITY 12.5% | Claim |
| 29 | Sembly sembly.ai Best for: AI recommends Sembly most when buyers ask “how do I create a professional consulting proposal that wins more clients” (30% of those answers) | 4.2% 95% CI 1.4–11.5% 3 mentions first pick 0% | — | PERPLEXITY 12.5% | Claim |
| 30 | Flowcase flowcase.com Best for: AI recommends Flowcase most when buyers ask “lightweight proposal software alternatives for solo consultants who find sales suites overkill” (50% of those answers) | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 1 first pick 50% | — | GROK 12.5%PERPLEXITY 4.2% | Claim |
| 31 | Indy | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 2 first pick 0% | — | CLAUDE 12.5%PERPLEXITY 4.2% | Claim |
| 32 | Swydo swydo.com Best for: AI recommends Swydo most when buyers ask “proposal software for solo consultants vs proposal tools for large sales teams — what differs” (30% of those answers) | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 2 first pick 0% | — | GROK 12.5%PERPLEXITY 4.2% | Claim |
| 33 | Quotient Best for: AI recommends Quotient most when buyers ask “simpler proposal tool alternatives to big enterprise quoting and CPQ platforms for consultants” (30% of those answers) | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 6 first pick 0% | — | GEMINI 8.3% | Claim |
| 34 | iQuoteXpress | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 8 first pick 0% | — | GEMINI 8.3% | Claim |
| 35 | DocuSign docusign.com | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 9 first pick 0% | — | GROK 25% | Claim |
| 36 | Canva canva.com | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 10 first pick 0% | — | GROK 12.5%GEMINI 4.2% | Claim |
| 37 | Microsoft microsoft.com | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 10 first pick 0% | — | GROK 12.5%GEMINI 4.2% | Claim |
| 38 | Proposally.ai | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 11 first pick 50% | — | GROK 25% | Claim |
| 39 | Calendly calendly.com | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 13 first pick 0% | — | GROK 12.5%CHATGPT 12.5% | Claim |
| 40 | Paperbell paperbell.com Best for: AI recommends Paperbell most when buyers ask “how do I create a professional consulting proposal that wins more clients” (30% of those answers) | 2.8% 95% CI 0.8–9.6% 2 mentions first pick 0% | — | PERPLEXITY 8.3% | Claim |
| 41 | Teamwork teamwork.com | 1.4% 95% CI 0.2–7.5% 1 mentions · avg pos 2 first pick 0% | — | GROK 12.5% | Claim |
| 42 | NetSuite netsuite.com | 1.4% 95% CI 0.2–7.5% 1 mentions · avg pos 5 first pick 0% | — | GROK 12.5% | Claim |
| 43 | Wethos wethos.com | 1.4% 95% CI 0.2–7.5% 1 mentions · avg pos 6 first pick 0% | — | PERPLEXITY 4.2% | Claim |
| 44 | QuoteCloud | 1.4% 95% CI 0.2–7.5% 1 mentions · avg pos 7 first pick 0% | — | GEMINI 4.2% | Claim |
| 45 | Bonsai Tax bonsai.com | 1.4% 95% CI 0.2–7.5% 1 mentions · avg pos 8 first pick 0% | — | GEMINI 4.2% | Claim |
| 46 | ViaSocket viasocket.com Best for: AI recommends ViaSocket most when buyers ask “top proposal tools for freelance consultants that include e-signature and payment collection” (30% of those answers) | 1.4% 95% CI 0.2–7.5% 1 mentions · avg pos 8 first pick 0% | — | GROK 12.5% | Claim |
| 47 | Agentforce salesforce.com | 1.4% 95% CI 0.2–7.5% 1 mentions · avg pos 11 first pick 0% | — | CHATGPT 12.5% | Claim |
| 48 | Responsive | 1.4% 95% CI 0.2–7.5% 1 mentions · avg pos 14 first pick 0% | — | CHATGPT 12.5% | Claim |
| 49 | Google Sheets sheets.google.com | 1.4% 95% CI 0.2–7.5% 1 mentions · avg pos 28 first pick 0% | — | CHATGPT 12.5% | Claim |
| 50 | Indeed Talent Scout indeed.com Best for: AI recommends Indeed Talent Scout most when buyers ask “how do I create a professional consulting proposal that wins more clients” (30% of those answers) | 1.4% 95% CI 0.2–7.5% 1 mentions first pick 0% | — | PERPLEXITY 4.2% | Claim |
| 51 | SWELLEnterprise swellsystem.com | 1.4% 95% CI 0.2–7.5% 1 mentions first pick 0% | — | CLAUDE 12.5% | Claim |
| 52 | Storydoc storydoc.com | 1.4% 95% CI 0.2–7.5% 1 mentions first pick 0% | — | PERPLEXITY 4.2% | Claim |
| 53 | The Digital Project Manager thedigitalprojectmanager.com | 1.4% 95% CI 0.2–7.5% 1 mentions first pick 0% | — | CHATGPT 12.5% | Claim |
| 54 | Wise wise.com | 1.4% 95% CI 0.2–7.5% 1 mentions first pick 0% | — | PERPLEXITY 4.2% | Claim |
Reading the numbers: Share is a point estimate on 72 sampled answers, so each row also shows its 95% CI — the Wilson score interval around that share. When two products' intervals overlap, the gap between them isn't statistically meaningful at this sample size. First pick is the share of a product's recommending answers where it was named first, which separates “always mentioned” from “usually the top recommendation”. Full methodology.
Independence: Orbator customers are badged for disclosure. Customer status does not affect prompts, sampling, extraction, or ranking — see the methodology. Your product on this list? Claim it to see the prompts behind your rank and track it weekly.
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