Google Analytics vs Unlighthouse
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Google Analytics is the stronger AI pick in SEO Tools: it has a visibility score of 21.5 versus 0 for Unlighthouse.
Choose Google Analytics if…
- You want the brand AI engines rank higher (21.5 vs 0)
- You need ISO 27001 coverage
- Free for standard web analytics use
- Industry standard and most widely used web analytics tool
Choose Unlighthouse if…
No clear advantage in the published data.
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Google Analytics | Unlighthouse |
|---|---|---|
| Visibility score | 21.5% | 0% |
| Change vs last week | New | New |
| Rank in SEO Tools | #6 | #55 |
| Share of voice | 5.1% | 0% |
| Mentions this run | 27 | 0 |
| Positive in AI answers | 26% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Google Analytics 0pp · Unlighthouse 0pp over 0 weekly runs.
Engine by engine
Google Analytics leads on 3 of 3 engines
Head to head in AI answers
0 engine answers name both brands
Features, pricing & fit
| Dimension | Google Analytics | Unlighthouse |
|---|---|---|
| Deployment | — | Runs locally on the user's own computer; results are shown in a local server on localhost:5678. |
| Compliance | ISO 27001 | — |
| Founded | 2005 | — |
| Headquarters | Mountain View, California | — |
| Employees | 5,000+ | — |
| Best for | — | Teams that need full-site Lighthouse audits, such as pre-launch checks and ongoing monitoring. |
Pros and cons
Themes from the AI answers that mention each brand
Google Analytics
- Free for standard web analytics use
- Industry standard and most widely used web analytics tool
- Useful for web traffic, acquisition and marketing attribution
- Integrates with Google Search Console, Google Ads and BigQuery
- Shows organic traffic, conversions and revenue from search
- Not well suited to in-app product behaviour analytics
- Complexity, data sampling and privacy compliance hurdles
- Pageview-centric model outgrown by growing products
Unlighthouse
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Google Analytics vs Unlighthouse”, https://slateindex.ai/compare/google-analytics-vs-unlighthouse, data of Nov 2, 2026. Licence: CC BY 4.0.