DABYTE RANKINGS · SaaS & AI Tools
Invisible despite demand: SaaS & AI Tools, measured 2026-11-02
Answer. Which SaaS & AI Tools brands have high buyer intent but low presence in AI answers? Measured across a fixed panel of 16 category buyer prompts on 2 engines (ChatGPT, Perplexity), Airtable leads this ranking at 65. The full table below covers 20 tracked brands. Measured 2026-11-02 by DABYTE.
Rebuilt on every measurement at this same address — this page is updated, not replaced · how it is measured
The ranking
The gap, not the ranking, is the finding. These brands rank high on commercial intent in their category and low on share of answer — buyers are asking, and the assistant is naming someone else.
| # | Brand | Intent minus visibility | Share of answer | ChatGPT | Perplexity | Quadrant |
|---|---|---|---|---|---|---|
| 1 | Airtable | 65 | 3.1% | 6.2% | 0.0% | Visibility gap |
| 2 | Monday.com | 65 | 6.2% | 6.2% | 6.2% | Visibility gap |
| 3 | GitHub Copilot | 64 | 12.5% | 12.5% | 12.5% | Visibility gap |
| 4 | Asana | 63 | 6.2% | 6.2% | 6.2% | Visibility gap |
| 5 | Figma | 62 | 12.5% | 12.5% | 12.5% | Visibility gap |
| 6 | Webflow | 61 | 3.1% | 6.2% | 0.0% | Low performance |
| 7 | Intercom | 61 | 9.3% | 12.5% | 6.2% | Visibility gap |
| 8 | Salesforce | 60 | 25.0% | 31.2% | 18.8% | Visibility gap |
| 9 | ClickUp | 60 | 6.2% | 6.2% | 6.2% | Visibility gap |
| 10 | HubSpot | 57 | 25.0% | 31.2% | 18.8% | Visibility gap |
| 11 | Copy.ai | 55 | 0.0% | 0.0% | 0.0% | Low performance |
| 12 | Jasper | 55 | 6.2% | 6.2% | 6.2% | Low performance |
| 13 | Miro | 54 | 12.5% | 12.5% | 12.5% | Visibility gap |
| 14 | Amplitude | 54 | 6.2% | 6.2% | 6.2% | Low performance |
| 15 | Linear | 54 | 9.3% | 12.5% | 6.2% | Low performance |
| 16 | Notion | 53 | 25.0% | 31.2% | 18.8% | Visibility gap |
| 17 | Retool | 53 | 9.3% | 12.5% | 6.2% | Low performance |
| 18 | Zapier | 50 | 21.9% | 37.5% | 6.2% | Visibility gap |
| 19 | Otter.ai | 46 | 6.2% | 6.2% | 6.2% | Low performance |
| 20 | Slack | 39 | 31.2% | 50.0% | 12.5% | Visibility gap |
This is a sort of our own measurement, not an editorial opinion. No brand pays to appear or to move, and the ranking says nothing about product quality — only about how often an answer engine names the brand.
Other rankings from the same measurement
most visible in ai answers, biggest movers since the last measurement · the full index ·
machine copy: /api/rankings.json