LumarFind, prioritize, and fix SEO, GEO/AEO, & website issues at scale
vs
UnlighthouseLighthouse for your entire site
Comparison · SEO Tools · weekly run Nov 2
Lumar vs Unlighthouse
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Lumar is the stronger AI pick in SEO Tools: it has a visibility score of 0.8 versus 0 for Unlighthouse.
Choose Lumar if…
- You want the brand AI engines rank higher (0.8 vs 0)
- You need SOC 2 Type 2 coverage
Choose Unlighthouse if…
No clear advantage in the published data.
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Lumar | Unlighthouse |
|---|---|---|
| Visibility score | 0.8% | 0% |
| Change vs last week | New | New |
| Rank in SEO Tools | #36 | #55 |
| Share of voice | 0.4% | 0% |
| Mentions this run | 2 | 0 |
| Positive in AI answers | 0% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Lumar 0pp · Unlighthouse 0pp over 0 weekly runs.
Engine by engine
Lumar leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
LumarUnlighthouse
Head to head in AI answers
0 engine answers name both brands
0Lumar ranked higher
0Unlighthouse ranked higher
Features, pricing & fit
| Dimension | Lumar | Unlighthouse |
|---|---|---|
| Deployment | Cloud-based | Runs locally on the user's own computer; results are shown in a local server on localhost:5678. |
| Compliance | SOC 2 Type 2 | — |
| Support | Dedicated SEO and GEO professional services team with strategy help and regular crawl reviews, Customer success team | — |
| Founded | 2010 | — |
| Headquarters | New York, NY, United States | — |
| Employees | 51–200 | — |
| Funding | Series B | — |
| Best for | Enterprise SEO, web accessibility and digital marketing teams running large, complex websites | Teams that need full-site Lighthouse audits, such as pre-launch checks and ongoing monitoring. |
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Lumar vs Unlighthouse”, https://slateindex.ai/compare/lumar-vs-unlighthouse, data of Nov 2, 2026. Licence: CC BY 4.0.