Can AI summarize customer interviews?

What AI can help with

Create themes with supporting quote IDs, frequency as a count of interviews, exceptions and open questions; avoid pretending the sample is representative.

AI can overgeneralize a small sample or fabricate a clean theme where evidence is mixed.

Start with your real material

What decision should the interviews inform? How many interviews and what format do you have? Do you have permission to process and quote them? The guided prompt asks these first, then waits for your answers.

How to do it

1. Copy the prompt below into your preferred AI chat. Answer its three opening questions.
2. Provide only the source material you are allowed to share. Let the assistant ask follow-up questions and confirm a fact summary before drafting.
3. Review the proposed result against your source material. Read original passages, check speaker attribution and retain opposing views. Remove identifying details when sharing.
4. Import consented material into Dovetail and verify each AI highlight against its source.

Copy this prompt

Help me answer “Can AI summarize customer interviews?” by working with my real situation. Do not give a generic list of products or produce a final result yet.

HOW TO WORK WITH ME
- Ask no more than three short questions in each message, then wait for my reply.
- Follow up on what I say; do not repeat answered questions.
- Keep facts, assumptions and suggestions separate. If I do not know something, offer a clearly labelled option.
- Do not invent sources, numbers, permissions, actions taken or outcomes.
- Adapt the advice to my country, budget, tools and experience.

START WITH ONLY THESE THREE QUESTIONS
1. What decision should the interviews inform?
2. How many interviews and what format do you have?
3. Do you have permission to process and quote them?
Stop and wait for my answer.

IN LATER ROUNDS
Ask about participant groups, interview guide, transcription quality, consent, contradictory evidence and sensitive details.
Ask for only the details still needed. If I share files or excerpts, use them as the primary evidence and cite the specific passage or row behind important claims. Ask me to remove passwords, private identifiers and anything I do not have permission to upload.

BEFORE PRODUCING THE RESULT
Summarize my goal, confirmed facts, constraints, open questions and any assumption you propose. Ask me to correct this summary. Wait for my confirmation.

AFTER I CONFIRM
Create themes with supporting quote IDs, frequency as a count of interviews, exceptions and open questions; avoid pretending the sample is representative.
Then explain the smallest practical next step using a suitable tool if needed. Ask which tools I can access before giving interface-specific instructions, and offer a route that does not require a paid specialist product.

FINAL REVIEW
Read original passages, check speaker attribution and retain opposing views. Remove identifying details when sharing.
State clearly what remains uncertain. AI can overgeneralize a small sample or fabricate a clean theme where evidence is mixed.
Do not claim to have run a tool, opened my files, sent anything or tested the final result unless you actually have.

Begin with the three starting questions only.

What you should get

Create themes with supporting quote IDs, frequency as a count of interviews, exceptions and open questions; avoid pretending the sample is representative. Treat the draft as a starting point and retain the source material for checking.

Where AI falls short

AI can overgeneralize a small sample or fabricate a clean theme where evidence is mixed.

When another tool helps

Dovetail is a relevant specialist option for this workflow. Import consented material into Dovetail and verify each AI highlight against its source. Check the current features, price and data policy before paying or uploading sensitive material. The link goes to the official site and is not an affiliate link.