Design vs Research AI moats
Design AI and Research AI have the same average moat, 56 out of 100. They rank 20th and 21st of 29 AI markets. Both rate a narrow moat. Design is stronger on switching costs; Research on hard to copy and habit and retention. Research is less crowded, with a saturation of 14 against 41 for Design.
Side by side
The two markets on FalcoScan's moat rating, crowding and threats. The better figure of each pair is in bold; for crowding, threats and the no-moat share, lower is better.
| Measure | Design | Research | Better |
|---|---|---|---|
| Moat rating | Narrow moat | Narrow moat | |
| Average moat | 56 of 100 | 56 of 100 | Even |
| Rank among AI markets | 20 of 29 | 21 of 29 | Design, by 1 place |
| Main moat | Hard to copy | Hard to copy | |
| Products with a wide moat | 5% | 3% | Design, by 2 points |
| Products with no moat | 44% | 26% | Research, by 18 points |
| Saturation (crowding) | 41 | 14 | Research, by 27 points |
| Wrapper exposure | 17% | 1% | Research, by 16 points |
| Platform dependency | 33 | 23 | Research, by 10 points |
| Products rated | 336 | 142 |
Moat sources
Each source and threat on a 0 to 100 scale, averaged across each market and rated against all AI markets.
Design, filled · Research, dashed
Where Design is stronger
- Switching costs+7
Where Research is stronger
- Hard to copy+7
- Habit and retention+5
Widest moats in each market
The five products with the highest moat score in each market, shown as bands. Exact scores are on paid plans.
Widest moats in Design
- 01Webflow DesignerVisual web design tool for professional designersWide moat
- 02RiveInteractive animation for apps and games, in real timeWide moat
- 03Relume WebsiteAI website builder for Figma and WebflowWide moat
- 04Rive Animation ProInteractive animations for apps and gamesWide moat
- 05FigmaThe collaborative design platform every product team usesWide moat
Widest moats in Research
- 01Lila SciencesAutonomous AI scientistWide moat
- 02NotCoAI-driven plant-based food formulationWide moat
- 03Open Alex Research APIFree open API for 250 million scholarly works with AI filteringWide moat
- 04InstaDeepDecision-making AI for the enterpriseWide moat
- 05Periodic LabsAI scientist for accelerated researchNarrow moat
More comparisons
Each market against its closest rivals by moat, and against the widest and narrowest markets. The figures are the two average moats.
Design against
Questions
Which has a wider moat, Design AI or Research AI?
Neither: both average 56 out of 100 on FalcoScan's moat rating.
Is Design AI or Research AI more crowded?
Research is less crowded, with a saturation of 14 against 41 for Design. Saturation runs from 0 to 100 and measures how crowded a market is.
How do the moats of Design AI and Research AI differ?
Both markets' main moat is hard to copy. Design leads on switching costs (+7). Research leads on hard to copy (+7) and habit and retention (+5).
Is Design AI or Research AI more exposed to wrappers?
Design AI: 17% of its products could be rebuilt on a public model quickly, against 1% in Research AI.
Which Design and Research AI products have the widest moats?
In Design: Webflow Designer, Rive and Relume Website. In Research: Lila Sciences, NotCo and Open Alex Research API. Exact moat scores for every product are on FalcoScan's paid plans.
Cite and share
Quote a figure, link to the comparison or take the data for every market.
FalcoScan, “Design vs Research AI moats”, data updated 9 October 2026. https://falcoscan.com/moats/compare/design-vs-research
@misc{falcoscan_moats_compare_design_vs_research_2026,
author = {{FalcoScan}},
title = {Design vs Research AI moats},
year = {2026},
month = oct,
howpublished = {\url{https://falcoscan.com/moats/compare/design-vs-research}},
note = {Data updated 9 October 2026}
}<a href="https://falcoscan.com/moats/compare/design-vs-research">Design vs Research AI moats (FalcoScan)</a>
Every market’s moat rating, average, sources, threats and saturation, as a CSV or as Markdown with the method and definitions. Free to use with a citation.
MarkdownCSVThe figures refresh daily from the FalcoScan catalog. When you quote one, quote the date with it: .
See the exact moat of every AI product.
Founders use it to find a market they can defend. Investors use it to tell a product from a wrapper. Teams use it to see which rivals are exposed.
Open to everyone
No account
- Moat rating for every AI market
- The five moat sources and two threats
- The 10 widest moats per market, as bands
- The moat check for your own product
Free account
Free, one minute
- The 10 most exposed products in every market
- The 25 widest moats in every market, as bands
- Track a market with email alerts
- Save tools to your Workspace
Pro, Studio or Team
7-day free trial
- Exact moat score for every product
- Switching cost, stickiness, differentiation and wrapper risk behind it
- The Market Terminal across every market
- API and MCP access for your own tools