AI for Market Research: What It Does Well, What It Gets Wrong

Kumakshi Verma 3 min readJuly 13, 2024

Great for

Summarizing interviews, categorizing survey responses, extracting themes from long transcripts. Saves hours on data synthesis.

Primary research. LLMs don't know what you don't ask — they fill gaps with plausible-sounding averages.

Humans do the interviews. AI summarizes and themes them. Humans decide implications. Leveraged, not replaced.

A practical inventory of AI workflows we've deployed internally — ranked by hours saved per week.

A specific Claude prompt sequence we use to refresh underperforming content in minutes instead of hours.

The QA stack we enforce on every AI-assisted piece — and the classes of errors it catches.

Our team ships ai marketing programs every week. Book a free consult — we'll tell you what would move the needle for your brand.