2 categories · RankedUpland Qvidian
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| RFP response software | Sales | 0% | 17 of 82 | 21% | 33 | accepted challenger | |
| Proposal software | Revenue operations | 0% | 44 of 56 | 40% | 5 | under 10 labels · led by PandaDoc at 65% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
Movement
By model
How each model treated Upland Qvidian 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 | 2 | 2 |
| GPT-5.4 mini | 0 | 0 | 1 | 1 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 1 | 2 |
| Perplexity Sonar | 0 | 2 | 1 | 0 | 3 |
| Grok 4.20 | 0 | 2 | 0 | 3 | 5 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 1 | 3 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 3 | 0 | 0 | 3 |
| Kimi K2 | 0 | 1 | 1 | 1 | 3 |
| GLM 4.7 FlashX | 0 | 2 | 2 | 0 | 4 |
| MiniMax M2.5 | 0 | 4 | 0 | 0 | 4 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 2 | 1 | 0 | 3 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Qvidian is the robust, traditional choice... Trade-off: It typically requires more implementation time and a higher budget” Qwen 3.7 Flash · RFP response · direct prompt · alternative
“Deep Microsoft/Word integration. However, implementation can take 3–6 months, and the UI is often considered dated” DeepSeek V4 Flash · RFP response · comparative prompt · alternative
“Qvidian/Uplvand is best for Mid-to-large enterprises [100+ users] with global customers, complex tech stacks” Muse Glimmer 30B · RFP response · scale prompt · alternative
“*RFPIO / Qualia (formerly Qvidian)*: Very powerful, heavy analytics, but steep learning curve.” Qwen 3.7 Flash · RFP response · scale 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.
“described as having "uninspiring user interface, awkward workflows, and underdeveloped AI capabilities"” Kimi K2 · RFP response · negative prompt · hard negative
“Avoid enterprise-heavy like Upland Qvidian unless you need deep proposal automation.” Grok 4.20 · RFP response · direct prompt · hard negative
“Established giants like Upland Qvidian, and historically older setups of Loopio or Responsive ... are powerful but require massive upkeep.” Gemini 3.5 Flash · RFP response · negative prompt · soft negative
“Its AI features are flawed, with many users complaining about inaccurate content recommendations through its "Auto-Answer" technology.” Claude Haiku 4.5 · RFP response · negative prompt · soft negative
Named alongside
The products named in the same answers as Upland Qvidian, over the 127 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Upland Qvidian 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 124 of the 127 answers that named Upland Qvidian and are not a share of its labels.
Domains cited
504 of the 504 domain citations in answers naming Upland Qvidian came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
uplandsoftware.com is not in Google's top ten for any of the category's searches. In the answers, Upland Qvidian takes 0% of first choices and Loopio takes 25%.ShowHide
Search and answers
In search
Google, US estimates- Searches for its name, Google
- 40 a month (“upland qvidian”)
- AI search demand for its name, est.
- 1 a month
- Organic visits to its site
- about 67,149 a month
- Searches its site ranks for
- 6,635 · 505 in the top three
- Sites linking to it
- 15,605
- Paid Google search
- 4 searches its ads show for, about 65 clicks and $1,203 a month (estimate)
In answers
This edition- First choices
- 0 across its categories
- Named in
- 127 answers
- Its own site cited
- in 124 of the answers that named it
Search figures are US estimates from DataForSEO, read October 5, 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.
What it publishes
ShowHide
What it publishes
ShowHide| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 3,974 | 1 | 2026-09-28 | SEO, Direct mail | |
| Case study | 434 | 2 | 2026-09-23 | Direct mail | |
| Webinar or virtual event | 399 | 10 | 2026-09-18 | Proposals, CRM | |
| News or press | 375 | 0 | 2020-09-08 | CRM, Content marketing | |
| Report or ebook | 367 | 4 | 2026-09-25 | Mobile apps, Direct mail | |
| Glossary or explainer | 229 | 1 | 2026-08-05 | ||
| Conference or event | 160 | 1 | 2026-07-08 | ABM | |
| Podcast or video | 159 | 0 | 2023-03-23 | ||
| Comparison | 74 | 1 | 2026-09-14 | Content marketing, ABM | |
| Template or tool | 43 | 0 | 2025-09-16 | SEO |
Most recent
- 2026-09-28The ai knowledge maturity model is your knowledge ready blog
- 2026-09-25Km business case checklist report or ebook
- 2026-09-24Contest software ai feature enhancements report or ebook
- 2026-09-23Comcast case study
- 2026-09-1830in30 webinar or virtual event
- 2026-09-17Audiences in action built for agencies webinar or virtual event
How it is countedHide how it is counted
Every page uplandsoftware.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. Of its titles that name a category, most name SEO (20); 0 name its categories the models place it in. 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.
Names read as Upland Qvidian
Follow Upland Qvidian
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
Upland Qvidian is its own company.ShowHide
The company
In its own words
Stated by the vendor, not checked- Positioning
- AI-powered RFP response and proactive sales proposal creation software to win new business faster.
- Customers named
- NetApp
- Not stated on the pages read
- Who it is for, price, starting price, free plan or trial, integrations, certifications, hosting
What Upland Qvidian's own pages state, read October 5, 2026: uplandsoftware.com, uplandsoftware.com/adestra/pricing, trust.uplandsoftware.com, uplandsoftware.com/products, uplandsoftware.com/objectiflune/customers. 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 Upland Qvidian'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 Upland Qvidian, 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 Upland Qvidian by email, built from the raw record of the edition. It shows:
- where Upland Qvidian 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 Upland Qvidian, 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.