Lookback
Lookback is named by 5 of 5 AI engines in 16 questions across 3 Segments.
Mentioned by AI
Mentioned in 19/131 answers across 1 Segments on 5 engines
0 engines name itLast seen Nov 9, 2026
Where it is mentioned
| Question | Mentions | Avg position | Engines |
|---|---|---|---|
| What are some effective tools for user research? User Research | 19/25 | #3.2 ±1.3 | ChatGPT, Google AI Mode, Gemini, Perplexity, Copilot |
Which engines name it - and which do not
Counted from the questions above. A question may not have run on every engine.
Where it is strongest and weakest
Strongest
- What are some effective tools for user research?19/25 · #3.2 ±1.3
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: stored AI ranking answers, first seen Aug 17, 2026, last seen Nov 9, 2026. This page is generated from observations only - it is not claimed or edited by Lookback.