Measured · 2026-08-03

Who ChatGPT and Gemini recommend for proposal software

We put 6 buyer questions about proposal software to ChatGPT and Gemini. Only Proposify was named in all 6 answers. Here is the full list, the pages the answers were built from, and what it means whether or not your product is on it.

Answers read
6
Products named
17
Top source
getaccept.com

Proposify was the only proposal tool that ChatGPT and Gemini named in all six of the buyer questions we tested, a clean 6 of 6. We ran this on 3 August 2026: six questions a real buyer would type, one live web search each, with every product named and every source domain recorded.

Four more tools formed a tight second tier, each named in 5 of the 6 answers (83%): Better Proposals, GetAccept, PandaDoc, and Qwilr. After that the drop is steep. Oneflow appeared in 3 of 6 answers (50%), Loopio and Responsive in 2 of 6 each (33%), and nine more names surfaced exactly once (17% each). So five tools carried almost every answer, and everything below them was a long tail.

How the shortlist shifted across the six questions

The six questions did not return the same list, and that is the whole story. The bare "best proposal software" query returned eight names: GetAccept, Proposify, PandaDoc, Qwilr, Better Proposals, Oneflow, Conga CPQ, and Loopio. "Proposal software recommendations" returned almost the identical eight, trading Conga CPQ for Responsive. These two generic queries are where the core five live.

"Best proposal software for small teams" stayed close to that core, returning PandaDoc, Proposify, Better Proposals, GetAccept, Qwilr, and Oneflow, then adding two names that appeared in no other question: DealHub.io and Conga. "What proposal software should I use" was the shortest of the six at five names: GetAccept, PandaDoc, Proposify, Qwilr, and Responsive.

"Best free proposal software" is where the shortlist broke open. Its eight names were Qwilr, Quotewerks, Better Proposals, Canva, Proposify, Jotform, Relayto, and Expedience Proposal Software. Five of those, Quotewerks, Canva, Jotform, Relayto, and Expedience Proposal Software, appeared in the free question and nowhere else across all six. Add one word, "free," and the assistants reach for a completely different set of pages.

"Most affordable proposal software" told a third story with just five names: Better Proposals, PandaDoc, Proposify, GetAccept, and Bonsai. Bonsai showed up here and in no other question. And Qwilr, named in 5 of the 6 answers overall, dropped out of the affordable list entirely. So a vendor cannot treat this as one keyword: strength on "best" did not carry over to "free," and "affordable" was a separate race again.

The source map: who fed the answers

Three domains fed all six answers: proposify.com (6 of 6), getaccept.com (6 of 6), and reddit.com (6 of 6). No other domain came close, and two of those three are vendor sites whose own products topped the results.

Here is the insight for anyone selling in this category. Seven of the cited domains were vendors' own websites, and every one of those brands was named: proposify.com (cited 6 of 6, Proposify named 6 of 6), getaccept.com (6 of 6, GetAccept 5 of 6), betterproposals.io (4 of 6, Better Proposals 5 of 6), pandadoc.com (3 of 6, PandaDoc 5 of 6), oneflow.com (2 of 6, Oneflow 3 of 6), plus canva.com and jotform.com, each cited once and named once. Their own published pages are part of what the assistants read before answering.

Community threads carried real weight too. reddit.com was a source in 6 of 6 answers, tied for the most-cited domain of any kind, and quora.com appeared once. When a buyer asks an AI which proposal tool to use, a forum discussion is as likely to be in the citation set as a vendor's homepage.

Independent roundups filled the rest: instructionalsolutions.com in 4 of 6 answers, then flowcase.com, lindy.ai, and uplandsoftware.com in 2 each, and apmp.org, autogenai.com, bookipi.com, infotech.com, swydo.com, and zapier.com once each. The classic review directories were nearly missing: G2 did not appear in a single one of the six answers, and Capterra appeared just once, inside the "best free" question. For a software category, that is the surprise, the sites buyers treat as the review authority barely fed these answers.

What we would do to get named here

If we were marketing a proposal tool, we would work this exact source list, not our market share. The assistants named the tools whose pages and mentions they could read. Three domains fed all 6 answers, and being one of those three is worth more than any "category leader" claim.

First, we would make our own domain worth citing. Seven vendor sites fed these answers and each of those vendors was named, so clear, current comparison and pricing pages are not vanity, they are one of the inputs the answer is built from. Second, we would get into the community threads honestly, because Reddit was a source in 6 of 6 answers and this category plainly rewards being genuinely talked about, not just optimised for. Third, we would pick the sub-question we can actually win: five names reached the results on the single word "free," and "most affordable" named a different set of just five tools, so a real free tier or a low price point is a separate, shorter race with its own list.

The full list, counted

ProductNamed inShare
Proposify6 of 6100%
Better Proposals5 of 683%
GetAccept5 of 683%
PandaDoc5 of 683%
Qwilr5 of 683%
Oneflow3 of 650%
Loopio2 of 633%
Responsive2 of 633%
Conga1 of 617%
Conga CPQ1 of 617%

We kept Conga and Conga CPQ as two rows because the measurement recorded them as two labels for what is really one brand, and we would rather show that than invent a combined "2 of 6" the data never produced. Seven other tools were each named once and sit just below this table: Bonsai, Canva, DealHub.io, Expedience Proposal Software, Jotform, Quotewerks, and Relayto.

Where Glotier fits

Glotier is not proposal software, so it is correctly absent from all six of these answers. We would not expect to be named here, and we were not. What you just read is the thing we actually do: take a category's real buyer questions to ChatGPT and Gemini, record every product named and every source behind the answer, and show who gets picked and why. If you sell in a category like this one, you can run the same check on your own product. It is free, no account, and takes about a minute.

The questions we asked

One live web search per question, put to serper+or:chatgpt,gemini on 2026-08-03. 6 of 6 came back with an answer we could read. Whether a product was named is decided by looking for it in the answer text, not by asking a model for its opinion.

  1. best proposal software
  2. best proposal software for small teams
  3. what proposal software should I use
  4. best free proposal software
  5. most affordable proposal software
  6. proposal software recommendations

Questions people ask

What is the best proposal software according to ChatGPT and Gemini?
In our 3 August 2026 measurement, Proposify was the only tool named in all six buyer questions, 6 of 6. Right behind it, four tools tied at 5 of 6 (83%): Better Proposals, GetAccept, PandaDoc, and Qwilr. Oneflow followed at 3 of 6 (50%). Those five names carried nearly every answer.
What is the best free proposal software?
The specific "best free proposal software" question returned eight names: Qwilr, Quotewerks, Better Proposals, Canva, Proposify, Jotform, Relayto, and Expedience Proposal Software. Five of those, Quotewerks, Canva, Jotform, Relayto, and Expedience Proposal Software, appeared only in the free question and in none of the other five, so the free shortlist is genuinely different from the "best" one.
What is the most affordable proposal software?
The "most affordable proposal software" question named just five tools: Better Proposals, PandaDoc, Proposify, GetAccept, and Bonsai. Bonsai appeared here and nowhere else across the six questions. Notably, Qwilr, which was named in 5 of the 6 answers overall, did not make the affordable list at all.
Do ChatGPT and Gemini rely on G2 or Capterra to recommend proposal tools?
Barely. Across the six answers, G2 did not appear as a source even once (0 of 6), and Capterra appeared only once (1 of 6), inside the free question. The heaviest source was reddit.com, cited in all 6 of 6 answers, tied with the vendor sites proposify.com and getaccept.com.
How can my proposal tool get recommended by AI assistants?
Be in the sources the assistants actually read, because the source list decides who is named, not market share. Seven vendor domains fed these answers and every one of those brands was named. Reddit was a source in 6 of 6 answers, so real community mentions matter. And you can target a sub-question you can win: five names reached results on the word "free," and "most affordable" named a separate set of only five tools.

Do you sell in proposal software? Find out whether you are in that list.

Paste your domain and watch the same run happen for your own buyer questions: which of the three assistants names you, who gets named instead, and the exact pages those answers were built from. Free, no card, no account for the first check.

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For reference, Proposify was named in 6 of the 6 answers we read.

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