| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| RFP response software | Sales | 5% | 6 of 82 | 28% | 32 | criticized challenger | |
| CPQ | Revenue operations | 2% | 7 of 66 | 8% | 12 | accepted challenger | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Proposal software | Revenue operations | 0% | 10 of 56 | 15% | 59 | accepted challenger | ▼−13Since September 2026: 13% → 0%, −13 points. Past the 11-point floor: movement. Read over the models both editions asked. |
| Digital sales rooms | Sales | 0% | 41 of 73 | 0% | 2 | under 10 labels · led by Dock at 29% | newNew since September 2026: not ranked then, 0% now. |
| Value selling tools | Sales | 0% | 44 of 116 | 0% | 2 | under 10 labels · led by Minoa at 21% | |
| Contract lifecycle management and e-signature | Revenue operations | 0% | 48 of 63 | 0% | 1 | under 10 labels · led by PandaDoc at 23% | goneNot named this edition; 0% in September 2026. |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 5 | 2 | 0 | 7 |
| GPT-5.4 mini | 1 | 3 | 0 | 0 | 4 |
| Gemini 3.5 Flash | 0 | 4 | 1 | 2 | 7 |
| Perplexity Sonar | 1 | 3 | 1 | 1 | 6 |
| Grok 4.20 | 0 | 5 | 2 | 2 | 9 |
| Mistral Small | 1 | 5 | 0 | 2 | 8 |
| DeepSeek V4 Flash | 0 | 6 | 2 | 2 | 10 |
| Llama 4 Maverick | 0 | 3 | 2 | 2 | 7 |
| Qwen 3.7 Flash | 0 | 6 | 2 | 1 | 9 |
| Kimi K2 | 0 | 5 | 1 | 2 | 8 |
| GLM 4.7 FlashX | 0 | 5 | 2 | 2 | 9 |
| MiniMax M2.5 | 0 | 7 | 3 | 1 | 11 |
| GPT-6 Luna | 1 | 2 | 0 | 1 | 4 |
| Muse Glimmer 30B | 0 | 5 | 3 | 1 | 9 |
Verbatim evidence the judge attached to positive labels.
“PandaDoc, Proposify, or HubSpot Quotes are the best starting points” Mistral Small · CPQ · budget prompt · first choice
“I'd generally recommend Proposify as the default choice.” GPT-5.4 mini · RFP response · paraphrase prompt · first choice
“I'd recommend Proposify as the default choice” Perplexity Sonar · RFP response · paraphrase prompt · first choice
“Start with Proposify for sales proposals” GPT-6 Luna · RFP response · paraphrase prompt · first choice
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“General proposal tools like Proposify and PandaDoc: These excel at sales proposals but fall short for true RFPs.” Grok 4.20 · RFP response · negative prompt · hard negative
“Proposify and PandaDoc - They are proposal tools rather than RFP tools, and the difference matters.” Llama 4 Maverick · RFP response · negative prompt · hard negative
“Proposify and PandaDoc are frequently cited as problematic choices for RFP response work” Kimi K2 · RFP response · negative prompt · hard negative
“Avoid Proposify if you need contract management or have high proposal volume” Kimi K2 · Proposals · negative prompt · hard negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 274 of the 287 answers that named Proposify and are not a share of its labels.
908 of the 997 domain citations in answers naming Proposify came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 417 | 4 | 2026-09-15 | ||
| Comparison | 26 | 2 | 2026-09-15 | ||
| Case study | 16 | undated | |||
| Glossary or explainer | 6 | 0 | 2025-11-05 | ||
| Webinar or virtual event | 5 | undated | |||
| Conference or event | 2 | undated | |||
| News or press | 2 | undated | |||
| Report or ebook | 1 | undated |
Every page proposify.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What Proposify's own pages state, read September 28, 2026: proposify.com, proposify.com/pricing, trust.proposify.com, proposify.com/platform/api, proposify.com/customers. A claimed page can correct any of them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Proposify's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Proposify, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Proposify by email, built from the raw record of the edition. It shows: