Optimly vs customer interviews.
The core difference
Customer interviews surface how buyers think about their problem, what language they use, and how they make decisions. Optimly surfaces how AI systems currently represent your company to buyers who are using AI to research solutions. Both are evidence. Neither substitutes for the other.
| Dimension | Optimly | Customer interviews |
|---|---|---|
| Primary question answered | How does AI interpret your positioning? | How do individual buyers describe their problem and decision? |
| Sample size | 4 AI systems, unlimited question sets | Typically 5–15 interviews |
| Evidence type | AI-generated text scored vs. your Business Profile | Qualitative buyer language, jobs-to-be-done, decision factors |
| Speed | Hours | Weeks to months |
| Bias risk | AI model training data; your Business Profile framing | Interviewer bias; social desirability; recall errors |
| Best for | AI channel comprehension; positioning validation | ICP definition; messaging foundation; product direction |
| Can it surface buyer language? | Partially — shows how AI paraphrases your category | Yes — verbatim buyer phrasing |
| Can it show you category misassociation? | Yes — directly | Indirectly, through pattern analysis |
Use Optimly if
- You want to know if AI systems have categorized your company correctly
- You've done the discovery work and need to validate positioning in an AI context
- You need evidence quickly and cannot run interviews right now
- Your primary concern is AI-mediated buyer research
Use customer interviews if
- You do not yet have a clear ICP or problem definition
- You want to understand buyer decision-making in their own words
- You are building positioning from the ground up, not validating existing positioning
- You want to understand how buyers discover and evaluate options
A common sequence.
Many companies do customer interviews first — to get the ICP right, to understand buyer language, to build positioning from the ground up. Optimly is then useful to validate whether that positioning has landed in AI — whether the AI systems buyers use to research are picking it up accurately, or whether there is a gap between what you intend and what AI represents.
If you have done the discovery work and need to know whether it is working in AI channels, Optimly is the next step. If you have not done the discovery work, start there.
Validate your positioning in AI.
The free snapshot shows how AI currently interprets your category, differentiation, and key claims — scored against your own positioning intent.