What the AIs say
— best · 2 of 4 agree“perplexity ranks Lookback highest (avg #17.0 over 1 mention); Gemini is the most sceptical (#30.0).”
synthesised · the AI panel
Act one
What the machines think.
Three AI models read the whole category and rank Lookback's products — model by model, list by list, over time.
Model by model?
How each AI sees it.
perplexity ranks Lookback highest (avg #17.0 over 1 mention); Gemini is the most sceptical (#30.0).
perplexity
#17.0
avg over 1 mention · best #17
Gemini
#30.0
avg over 1 mention · best #30
Wins & misses?
Where it leads, where it lags.
Rank trajectory?
Weeks of movement.
Across 3 weeks of tracking: 0 intents steady, 1 climbed, 0 slipped. Biggest move: climbed 5 ranks in Best UI/UX Design Tools (now #17).
Act three · ★ new
Do they agree?
Put the two verdicts side by side — every product with its AI rank and its reviewer score — and see where the machines and the buyers line up, and where they don't.
The lineup, reconciled?
Every product — both verdicts.
Lookback Live is Lookback's most-recommended product, ranking across 1 buyer question, with Lookback Live (2026 Release) close behind.
Traits?
The words the panel uses.
AI most often praises Lookback for being "interview management" (1 mention) and "live user research" (1).
- interview management1
- live user research1
- moderated testing1
- remote testing1
- screen recording1
- session recording1
- user interviews1
Rivals?
Who it competes against.
Lookback's closest rival is Google — and Lookback comes out ahead in 1 of 1 of the questions they both answer (100%).
- Google
SaaS
Lookback leads 1–0
Across 1 shared question
- Confluence
SaaS
Lookback leads 1–0
Across 1 shared question
- Smartmockups
SaaS
Lookback leads 1–0
Across 1 shared question
- RelayThat
SaaS
Lookback leads 1–0
Across 1 shared question
- Avocode
SaaS
Lookback leads 1–0
Across 1 shared question
- FullStory
SaaS
Lookback leads 1–0
Across 1 shared question
- Gravit Designer
SaaS
Lookback leads 1–0
Across 1 shared question
The recap
Where it stands today.
- FootprintAppears in 1 buying intent.
- AI verdictperplexity ranks Lookback highest (avg #17.0); Gemini most sceptical (#30.0).
- TraitsMost often associated with “interview management” (1 mentions) and “live user research” (1).
- Top productLookback Live is the most-mentioned Lookback product this snapshot.
- Closest rivalGoogle (1–0 across 1 shared intent).