Lighthouse vs Looker Studio
as AI assistants see them, week of 2026-09-14
Lighthouse and Looker Studio land in a virtual tie overall, each scoring 4 out of 100 and each turning up in 7 of 76 answers. Lighthouse gets its strongest mentions for technical SEO audits and free or low-cost tool questions, appearing in 2 of 4 answers for both. Looker Studio's best showing is on "which SEO software do professionals actually use," named in 3 of 4 answers. Head-to-head, they tie on 15 questions, with Looker Studio ahead on 3 and Lighthouse ahead on 2. Neither is named for keyword research, data accuracy, value-for-money, or local SEO questions.
Head to head
| metric | Lighthouse | Looker Studio |
|---|---|---|
| score | 4 | 4 |
| questions won | 5 | 5 |
By assistant
Lighthouse
| assistant | score | named in, this week | usual spot, this week |
|---|---|---|---|
| ChatGPT | 2 | 5% of answers | #37.0 |
| Claude | 8 | 20% of answers | #12.0 |
| Gemini | 3 | 6% of answers | #7.0 |
| Perplexity | 2 | 5% of answers | #9.0 |
Looker Studio
| assistant | score | named in, this week | usual spot, this week |
|---|---|---|---|
| ChatGPT | 6 | 16% of answers | #11.7 |
| Claude | 7 | 15% of answers | #9.7 |
| Gemini | 2 | 6% of answers | #11.0 |
| Perplexity | 0 | 0% of answers |
Where they differ
Only Lighthouse gets named for
- What are the best free or low-cost SEO tools?
- What's the best tool to run a technical SEO audit of my website?
Only Looker Studio gets named for
- What's the best SEO tool for an agency managing lots of clients?
- What's the best rank tracker for monitoring my Google positions every day?
More comparisons
- AlsoAsked vs Lighthouse
- Lighthouse vs Local Falcon
- Lighthouse vs Majestic
- Lighthouse vs seoClarity
- AlsoAsked vs Looker Studio
- Local Falcon vs Looker Studio
Not sold on either?
Scores count how often each assistant names a product, weighted by position. How the score works · Full SEO tools leaderboard