1 category · RankedDemostack
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Interactive demo platforms | Sales | 0% | 11 of 50 | 20% | 25 | accepted challenger |
Movement
By model
How each model treated Demostack 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 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 2 | 0 | 1 | 3 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 3 | 5 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.1 Fast | 0 | 0 | 3 | 0 | 3 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 2 | 0 | 3 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 1 | 1 | 2 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Suitable for teams wanting to showcase realistic workflows, but with higher setup and maintenance costs.” Mistral Small · Interactive demos · comparative prompt · alternative
“Demostack or Reprise: These tools essentially replicate your environment” Gemini 3.5 Flash · Interactive demos · scale prompt · alternative
“For hands-on evaluation: TestBox and Demostack offer real product environments” MiniMax M2.5 · Interactive demos · comparative prompt · alternative
“Best suited for technical sales engineers who need back-end data flexibility.” Gemini 3.5 Flash · Interactive demos · comparative 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.
“If you want a tool you can sign up for and start using today, stay away from these.” Gemini 3.5 Flash · Interactive demos · negative prompt · hard negative
“I'd avoid Walnut, Reprise, and Demostack if budget is tight” GPT-5.4 mini · Interactive demos · budget prompt · hard negative
“massive, high-overhead enterprise sandbox environments (like Reprise or Demostack, which can cost $30,000 to $60,000+ per year and require dedicated engineering support)” Gemini 3.5 Flash · Interactive demos · paraphrase prompt · soft negative
“without the high price tags or heavy engineering overhead of enterprise-level sandbox software (such as Demostack or Reprise, which can cost $30,000–$50,000+ per year)” Gemini 3.5 Flash · Interactive demos · direct prompt · soft negative
Named alongside
The products named in the same answers as Demostack, over the 85 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Demostack 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 81 of the 85 answers that named Demostack and are not a share of its labels.
Domains cited
390 of the 426 domain citations in answers naming Demostack came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
demostack.com is not in Google's top ten for any of the category's searches. In the answers, Demostack takes 0% of first choices and Storylane takes 31%.ShowHide
Search and answers
In search
Google, US estimates- Searches for its name, Google
- 320 a month (“demostack”)
- AI search demand for its name, est.
- 0 a month
- Organic visits to its site
- about 7,018 a month
- Searches its site ranks for
- 293 · 10 in the top three
- Sites linking to it
- 1,304
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This edition- First choices
- 3 across its categories
- Named in
- 85 answers
- Its own site cited
- in 81 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 | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 86 | 8 | 2026-09-29 | ||
| Webinar or virtual event | 21 | undated | |||
| Glossary or explainer | 14 | 0 | 2025-05-14 | ||
| Comparison | 10 | undated | |||
| Case study | 8 | 0 | 2022-11-17 | ||
| Report or ebook | 3 | undated | |||
| Conference or event | 1 | undated |
Most recent
- 2026-09-29New from demostack database editing for demos with ai blog
- 2026-09-29Company values blog
- 2026-09-29How motive scaled demo program blog
- 2026-09-29Demo enablement blog
- 2026-09-29Limitations interactive demo software blog
- 2026-09-29Demostack hubspot app marketplace blog
How it is countedHide how it is counted
Every page demostack.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 October 5, 2026.
Follow Demostack
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.
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 Demostack'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 Demostack, 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 Demostack by email, built from the raw record of the edition. It shows:
- where Demostack 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 Demostack, 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.