| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Digital sales rooms | Sales | 2% | 13 of 73 | 0% | 1 | under 10 labels · led by Dock at 29% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| RFP response software | Sales | 2% | 12 of 82 | 8% | 13 | accepted challenger | |
| Proposal software | Revenue operations | 0% | 9 of 56 | 6% | 47 | accepted challenger | ▼−4Since September 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Value selling tools | Sales | 0% | 108 of 116 | 50% | 4 | under 10 labels · led by Minoa at 21% | |
| CPQ | Revenue operations | 0% | 18 of 66 | 0% | 3 | under 10 labels · led by DealHub at 57% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| PR and media monitoring | Marketing | 0% | 34 of 47 | 0% | 1 | under 10 labels · led by Muck Rack at 30% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Proposals | 4% | 0% | ▼−4Since September 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 4 → 9 of 56 |
| Sales rooms | 0% | 2% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 23 → 13 of 73 |
| RFP response | 0% | 2% | newNew since September 2026: not ranked then, 2% now. | New this edition | Rank 12 of 82, unchanged |
| Value selling | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 108 of 116, unchanged |
| CPQ | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 49 → 18 of 66 |
| PR | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 34 of 47, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 1 | 0 | 3 |
| GPT-5.4 mini | 0 | 4 | 1 | 0 | 5 |
| Gemini 3.5 Flash | 0 | 4 | 3 | 1 | 8 |
| Perplexity Sonar | 1 | 2 | 1 | 0 | 4 |
| Grok 4.20 | 1 | 4 | 1 | 0 | 6 |
| Mistral Small | 0 | 1 | 0 | 1 | 2 |
| DeepSeek V4 Flash | 0 | 5 | 0 | 0 | 5 |
| Llama 4 Maverick | 0 | 3 | 2 | 0 | 5 |
| Qwen 3.7 Flash | 1 | 3 | 1 | 0 | 5 |
| Kimi K2 | 0 | 5 | 0 | 2 | 7 |
| GLM 4.7 FlashX | 1 | 4 | 0 | 0 | 5 |
| MiniMax M2.5 | 0 | 3 | 1 | 1 | 5 |
| GPT-6 Luna | 0 | 3 | 0 | 1 | 4 |
| Muse Glimmer 30B | 0 | 4 | 1 | 0 | 5 |
Verbatim evidence the judge attached to positive labels.
“Why it’s top-tier: It creates content that looks and acts exactly like a website... Mid-Market Fit: Highly rated for ease of use and flexibility.” Qwen 3.7 Flash · Sales rooms · direct prompt · first choice
“Tools like Responsive or Qwilr often rank higher for balanced features without as many gripes.” Grok 4.20 · Proposals · negative prompt · first choice
“Qwilr as the strongest choice for interactive, web-style proposals” Perplexity Sonar · Proposals · comparative prompt · first choice
“I'd recommend starting with PandaDoc or Qwilr” GLM 4.7 FlashX · 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.
“Avoid Qwilr if you need quick team onboarding or gradual pricing scaling” Kimi K2 · Proposals · negative prompt · hard negative
“users frequently complain about "rigid editing blocks" ... locks its Salesforce integration behind an Enterprise tier” Gemini 3.5 Flash · Proposals · negative prompt · soft negative
“proposal automation tools like PandaDoc and Qwilr ... do not directly support the core functions of value selling” Mistral Small · Value selling · negative prompt · soft negative
“G2 reviews mention limitations in formatting, customization, and some integrations.” GPT-6 Luna · Proposals · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 167 of the 177 answers that named Qwilr and are not a share of its labels.
559 of the 661 domain citations in answers naming Qwilr 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 | 360 | 20 | 2026-09-24 | Proposals, CRM | |
| Template or tool | 159 | 0 | 2021-09-01 | CRM, SEO | |
| Case study | 43 | 0 | 2026-01-22 | ||
| Comparison | 31 | 0 | 2026-06-04 | ||
| Webinar or virtual event | 25 | undated | |||
| Report or ebook | 8 | 0 | 2025-01-20 | ||
| Conference or event | 2 | 0 | 2025-10-09 | ||
| Glossary or explainer | 1 | 0 | 2021-10-05 | ||
| Podcast or video | 1 | 0 | 2024-02-17 | ||
| News or press | 1 | undated |
Every page qwilr.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.
Fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · LinkedIn · Crunchbase
What Qwilr's own pages state, read September 28, 2026: qwilr.com, qwilr.com/pricing, qwilr.com/product/esign, qwilr.com/case-studies, qwilr.com/partners. 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 Qwilr'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 Qwilr, 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 Qwilr by email, built from the raw record of the edition. It shows: