1 category · Named, not rankedBreeze Docs
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| RFP response software | Sales | 5% | 7 of 82 | 0% | 5 | under 10 labels · led by Loopio at 25% |
Movement
By model
How each model treated Breeze Docs across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 1 | 0 | 0 | 0 | 1 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“I'd start with Breeze Docs or PowerRFP as they are specifically mentioned as cost-effective solutions for small businesses” MiniMax M2.5 · RFP response · budget prompt · first choice
“Breeze Docs is the safest "best value" pick from the results for a company with a limited budget.” Perplexity Sonar · RFP response · budget prompt · first choice
“Breeze Docs (Best Overall Value)” Qwen 3.7 Flash · RFP response · budget prompt · first choice
“Breeze Docs bridges the gap between basic document generation and high-end enterprise response management.” Gemini 3.5 Flash · RFP response · budget prompt · alternative
And against it
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.
Named alongside
The products named in the same answers as Breeze Docs, over the 12 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Breeze Docs was named but was not.ShowHide
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 12 of the 12 answers that named Breeze Docs and are not a share of its labels.
Domains cited
Fifty-eight of the sixty-two domain citations in answers naming Breeze Docs came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
What it publishes
ShowHide
What it publishes
ShowHide| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 90 | undated | |||
| Podcast or video | 42 | undated | |||
| Comparison | 3 | undated | |||
| Glossary or explainer | 2 | undated | |||
| Webinar or virtual event | 1 | undated | |||
| Conference or event | 1 | undated | |||
| Template or tool | 1 | undated |
How it is countedHide how it is counted
Every page breezedocs.ai 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.
Follow Breeze Docs
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.
The company
Breeze Docs is its own company.ShowHide
The company
In its own words
Stated by the vendor, not checked- Positioning
- The fastest, easiest, and most cost-effective way to respond to RFPs.
- For
- small & medium businesses (SMBs)
- Free plan or trial
- Free trial! breezedocs.ai
- Customers named
- memoQOberg, Inc.
- Not stated on the pages read
- Price, starting price, integrations, certifications, hosting
What Breeze Docs's own pages state, read October 6, 2026: breezedocs.ai, breezedocs.ai. A claimed page can correct any of them.
Claim this page
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 Breeze Docs'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 Breeze Docs, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Breeze Docs by email, built from the raw record of the edition. It shows:
- where Breeze Docs is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Breeze Docs, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.