Lighthouse vs Wincher
as AI assistants see them, week of 2026-09-14
Lighthouse and Wincher land in a dead heat overall, both scoring 4 out of 100 and each named in 7 of 76 answers. Lighthouse edges ahead on technical SEO audits and free or low-cost tool questions, appearing 2 of 4 times for each. Wincher's strongest showing is as a daily Google rank tracker, named in 3 of 4 answers there. Head-to-head, the two tie on 17 questions, with Lighthouse named more often on 2 and Wincher on 1. Neither is mentioned for keyword research or local Google Maps ranking tools.
Head to head
| metric | Lighthouse | Wincher |
|---|---|---|
| score | 4 | 4 |
| questions won | 5 | 4 |
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 |
Wincher
| assistant | score | named in, this week | usual spot, this week |
|---|---|---|---|
| ChatGPT | 2 | 5% of answers | #12.0 |
| Claude | 6 | 15% of answers | #11.7 |
| Gemini | 4 | 6% of answers | #4.0 |
| Perplexity | 4 | 10% of answers | #10.5 |
Where they differ
Only Lighthouse gets named for
- What's the best tool to run a technical SEO audit of my website?
- What are the best SEO tools?
Only Wincher gets named for
- What's the best rank tracker for monitoring my Google positions every day?
More comparisons
- AlsoAsked vs Lighthouse
- Lighthouse vs Local Falcon
- Lighthouse vs Looker Studio
- Lighthouse vs Majestic
- Lighthouse vs seoClarity
- AlsoAsked vs Wincher
Not sold on either?
Scores count how often each assistant names a product, weighted by position. How the score works · Full SEO tools leaderboard