Refine Labs
5 observations2 of 5 engines name itLast seen Sep 22, 2026
Where it is named
| Question | Avg position | Mention rate | Engines |
|---|---|---|---|
| Which B2B agencies are the best? B2B Copywriting | #1.5 ±0.7 | 2 of 5 answers | ChatGPT, Google AI Mode |
| Who are the top B2B marketers? B2B sales leadership | #2.0 | 1 of 1 answer | Google AI Mode |
| Which B2B agencies are the best? B2B Media | #4.0 ±1.4 | 2 of 5 answers | ChatGPT, Google AI Mode |
Which engines name it - and which do not
- Google AI Mode3 questions
- ChatGPT2 questions
- Gemininever named
- Perplexitynever named
- Copilotnever named
Google AI Mode names Refine Labs in 3 questions and ChatGPT names Refine Labs in 2 questions. Gemini, Perplexity, Copilot have not named Refine Labs in any of these questions - that is where the ground is open.
Counted from the questions above. A question may not have run on every engine.
Where it is strongest and weakest
Strongest
- Which B2B agencies are the best?#1.5 ±0.7
- Who are the top B2B marketers?#2.0 ±0.0
- Which B2B agencies are the best?#4.0 ±1.4
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 Sep 8, 2026, last seen Sep 22, 2026. This page is generated from observations only - it is not claimed or edited by Refine Labs.