Data vs Security AI moats
Security AI has the wider moat: an average of 79 out of 100 against 76 for Data AI, 3 points apart. They rank 1st and 3rd of 29 AI markets. Both rate a wide moat. Data is stronger on switching costs; Security on regulatory barrier and habit and retention. Data and Security are equally crowded (saturation 33).
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 | Data | Security | Better |
|---|---|---|---|
| Moat rating | Wide moat | Wide moat | |
| Average moat | 76 of 100 | 79 of 100 | Security, by 3 points |
| Rank among AI markets | 3 of 29 | 1 of 29 | Security, by 2 places |
| Main moat | Switching costs | Regulatory barrier | |
| Products with a wide moat | 81% | 84% | Security, by 3 points |
| Products with no moat | 3% | 0% | Security, by 3 points |
| Saturation (crowding) | 33 | 33 | Even |
| Wrapper exposure | 2% | 0% | Security, by 2 points |
| Platform dependency | 36 | 36 | Even |
| Products rated | 391 | 348 |
Moat sources
Each source and threat on a 0 to 100 scale, averaged across each market and rated against all AI markets.
Data, filled · Security, dashed
Where Data is stronger
- Switching costs+5
Where Security is stronger
- Regulatory barrier+37
- Habit and retention+15
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 Data
- 01Cube Metrics LayerUniversal semantic layer for BI and AIWide moat
- 02dbt Semantic LayerDefine metrics once, use everywhereWide moat
- 03Glean EnterpriseEnterprise AI search across all your appsWide moat
- 04Apache Iceberg CloudOpen table format for massive analyticsWide moat
- 05Databricks AIUnified analytics for data engineering, ML, and generative AIWide moat
Widest moats in Security
- 01ApiiroAI application risk graphWide moat
- 02CrowdStrike Charlotte AIGenerative AI for cybersecurity workflowsWide moat
- 03Axonius CyberCybersecurity asset management platformWide moat
- 04CyeraAI data security posture managementWide moat
- 05Drata ComplianceAI-powered security compliance automationWide 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.
Data against
Questions
Which has a wider moat, Data AI or Security AI?
Security AI, with an average moat of 79 out of 100 across 348 rated products, against 76 across 391 in Data AI. 84% of Security products have a wide moat, against 81% in Data.
Is Data AI or Security AI more crowded?
Data and Security are equally crowded (saturation 33). Saturation runs from 0 to 100 and measures how crowded a market is.
How do the moats of Data AI and Security AI differ?
Data's main moat is switching costs and Security's is regulatory barrier. Data leads on switching costs (+5). Security leads on regulatory barrier (+37) and habit and retention (+15).
Is Data AI or Security AI more exposed to wrappers?
Data AI: 2% of its products could be rebuilt on a public model quickly, against 0% in Security AI.
Which Data and Security AI products have the widest moats?
In Data: Cube Metrics Layer, dbt Semantic Layer and Glean Enterprise. In Security: Apiiro, CrowdStrike Charlotte AI and Axonius Cyber. 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, “Data vs Security AI moats”, data updated 9 October 2026. https://falcoscan.com/moats/compare/data-vs-security
@misc{falcoscan_moats_compare_data_vs_security_2026,
author = {{FalcoScan}},
title = {Data vs Security AI moats},
year = {2026},
month = oct,
howpublished = {\url{https://falcoscan.com/moats/compare/data-vs-security}},
note = {Data updated 9 October 2026}
}<a href="https://falcoscan.com/moats/compare/data-vs-security">Data vs Security 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: .
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