Data as of Aug 25, 2026 · Based on 669 AI responses · See how Parse measures this
Microsoft leads AI recommendations for general-purpose content libraries that support proposal writing. For the specialized needs of sales engineers building demo assets, however, a distinct class of interactive demo platforms consistently takes the top spots.
Reusable Template and Asset Management
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| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Frequently recommended for general content libraries, often citing SharePoint. | 39% | |
| 2 | 34% | ||
| 3 | The leading recommendation for creating specialized, reusable sales demo assets. | 28% | |
| 4 | A top recommendation for dedicated proposal and RFP content management. | 21% | |
| 5 | Consistently listed as a top tool for interactive demo creation. | 19% | |
| 6 | Emerged later as a flexible tool for general content repositories. | 19% | |
| 7 | A rapidly rising platform for creating interactive, scalable demo libraries. | 16% | |
| 8 | Frequently mentioned as a dedicated software for managing proposal content. | 15% | |
| 9 | 12% | ||
| 10 | 11% | ||
| 11 | Often cited with other demo platforms for creating templated product tours. | 10% | |
| 12 | 9% | ||
| 13 | 8% | ||
| 14 | 8% | ||
| 15 | 7% | ||
| 16 | 7% | ||
| 17 | 6% | ||
| 18 | 6% | ||
| 19 | 6% | ||
| 20 | 6% | ||
| 21 | 5% | ||
| 22 | 5% | ||
| 23 | 4% | ||
| 24 | 4% | ||
| 25 | 4% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
reprise.com is the page AI reaches for most here, cited in 39% of analyzed answers.
“A primary option for a centralized content library.” → “A simple or low-cost alternative to specialized proposal software.”
Walnut climbed from rank #26 in November to #9 by March.
While still cited, Demostack slid from #8 to #14 between November and March.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 41% | 39% | ||
| 39% | 34% | ||
| 27% | 27% | ||
| 9% | 34% | ||
| 5% | 32% |
The two models disagree most about Git (ChatGPT #5, Google #20).
Microsoft leads AI recommendations for general-purpose content libraries that support proposal writing. For the specialized needs of sales engineers building demo assets, however, a distinct class of interactive demo platforms consistently takes the top spots.
Across 669 AI responses, Microsoft is mentioned most, named in 39% of them, followed by Alphabet (34%) and Reprise (28%).
Parse measures each brand's mention rate — the share of answers naming it — across 669 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
AI responses consistently recommend specialized interactive demo platforms, with Reprise being the most cited brand throughout the period. Over time, the list of recommended platforms expanded significantly to include competitors like
Walnut,
Navattic, and
Storylane, often listed together as a category of tools.
Brands mentioned
What's the best way for a sales engineer to build a library of reusable demo assets?
AI responses consistently recommend specialized interactive demo platforms, with Reprise being the most cited brand throughout the period. Over time, the list of recommended platforms expanded significantly to include competitors like
Walnut,
Navattic, and , often listed together as a category of tools.
Early AI answers recommended a mix of simple cloud storage like SharePoint and Google Drive alongside proposal-specific tools. Since late 2025, responses have more clearly distinguished between these categories, recommending dedicated RFP and proposal management software like and for advanced needs, while positioning general cloud drives as a more basic starting point.
What's the best way to create a library of reusable content to speed up our proposal writing?
Early AI answers recommended a mix of simple cloud storage like SharePoint and Google Drive alongside proposal-specific tools. Since late 2025, responses have more clearly distinguished between these categories, recommending dedicated RFP and proposal management software like
Responsive and
Loopio for advanced needs, while positioning general cloud drives as a more basic starting point.