SEOnautOpen source SEO auditing and reporting tool
vs
UnlighthouseLighthouse for your entire site
Comparison · SEO Tools · weekly run Nov 2
SEOnaut vs Unlighthouse
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
SEOnaut is the stronger AI pick in SEO Tools: it has a visibility score of 0 versus 0 for Unlighthouse.
Choose SEOnaut if…
No clear advantage in the published data.
Choose Unlighthouse if…
No clear advantage in the published data.
AI visibility side by side
Latest weekly run · Nov 2
| Metric | SEOnaut | Unlighthouse |
|---|---|---|
| Visibility score | 0% | 0% |
| Change vs last week | New | New |
| Rank in SEO Tools | #51 | #55 |
| Share of voice | 0% | 0% |
| Mentions this run | 0 | 0 |
| Positive in AI answers | — | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
SEOnaut 0pp · Unlighthouse 0pp over 0 weekly runs.
Engine by engine
SEOnaut leads on 0 of 3 engines
ChatGPT
AI Mode
Perplexity
SEOnautUnlighthouse
Head to head in AI answers
0 engine answers name both brands
0SEOnaut ranked higher
0Unlighthouse ranked higher
Features, pricing & fit
| Dimension | SEOnaut | Unlighthouse |
|---|---|---|
| Deployment | Self-hosted or cloud-hosted | Runs locally on the user's own computer; results are shown in a local server on localhost:5678. |
| Support | Email support at hello@seonaut.org | — |
| Best for | SEO professionals and developers who want a free, customizable audit tool, and organizations that want to self-host it | 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, “SEOnaut vs Unlighthouse”, https://slateindex.ai/compare/seonaut-vs-unlighthouse, data of Nov 2, 2026. Licence: CC BY 4.0.