Google Lighthouse is named by AI engines in 3 questions across 2 segments.
11 observations5 of 5 engines name itLast seen Sep 3, 2026
Where it is named
| Question | Avg position | Named in | Engines |
|---|---|---|---|
| What is the best accessibility testing tool? Accessibility | #3.5 ±0.5 | 8 of 10 answers | ChatGPT, AI Overview, Gemini, Perplexity, Copilot |
| What is the best accessibility tool? Accessibility | #4.2 ±1.9 | 6 of 10 answers | ChatGPT, AI Overview, Perplexity, Copilot |
| What are the top 5 web development tools? Developer Experience | #5.0 | 1 of 14 answers | Gemini |
Which engines name it — and which do not
- ChatGPT2 questions
- AI Overview2 questions
- Gemini2 questions
- Perplexity2 questions
- Copilot2 questions
ChatGPT names Google Lighthouse in 2 questions, AI Overview names Google Lighthouse in 2 questions, Gemini names Google Lighthouse in 2 questions, Perplexity names Google Lighthouse in 2 questions and Copilot names Google Lighthouse in 2 questions.
Counted from the questions above. A question may not have run on every engine.
Where it is strongest and weakest
Strongest
Fewer than four ranked questions — no separate weakest set.
± is the spread of positions across answers. A wide spread means the ranking is unstable — which means it is winnable.
Source: ranking answers from 5 AI engines, first seen Aug 26, 2026, last seen Sep 3, 2026. This page is generated from observations only — it is not claimed or edited by Google Lighthouse.