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Lighthouse vs Wincher

as AI assistants see them, week of 2026-09-14

brag about it: X · LinkedIn

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

metricLighthouseWincher
score44
questions won54

By assistant

Lighthouse

assistantscorenamed in, this weekusual spot, this week
ChatGPT25% of answers#37.0
Claude820% of answers#12.0
Gemini36% of answers#7.0
Perplexity25% of answers#9.0

Wincher

assistantscorenamed in, this weekusual spot, this week
ChatGPT25% of answers#12.0
Claude615% of answers#11.7
Gemini46% of answers#4.0
Perplexity410% 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

Not sold on either?

Scores count how often each assistant names a product, weighted by position. How the score works · Full SEO tools leaderboard