SerpBearSEO Tools
vs
UnlighthouseLighthouse for your entire site
Comparison · SEO Tools · weekly run Nov 2
SerpBear vs Unlighthouse
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
SerpBear is the stronger AI pick in SEO Tools: it has a visibility score of 0 versus 0 for Unlighthouse.
Choose SerpBear 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 | SerpBear | Unlighthouse |
|---|---|---|
| Visibility score | 0% | 0% |
| Change vs last week | New | New |
| Rank in SEO Tools | #53 | #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
SerpBear 0pp · Unlighthouse 0pp over 0 weekly runs.
Engine by engine
SerpBear leads on 0 of 3 engines
ChatGPT
AI Mode
Perplexity
SerpBearUnlighthouse
Head to head in AI answers
0 engine answers name both brands
0SerpBear ranked higher
0Unlighthouse ranked higher
Features, pricing & fit
| Dimension | SerpBear | Unlighthouse |
|---|---|---|
| Deployment | Self-hosted with Node.js or Docker | Runs locally on the user's own computer; results are shown in a local server on localhost:5678. |
| Best for | — | 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, “SerpBear vs Unlighthouse”, https://slateindex.ai/compare/serpbear-vs-unlighthouse, data of Nov 2, 2026. Licence: CC BY 4.0.