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Agile Quantifiable Qual (AQQ): Glaut’s Alternative for Qual at Scale

AUTHOR
Matteo Cera
PUBLISHED ON
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Clients don’t want a methods debate. They want business answers fast, credible, and within budget. Traditional IDIs remain essential for high-stakes, sensitive work, but many briefs demand something different: scale, speed, and efficiency.

That’s where Glaut’s Agile Quantifiable Qual (AQQ) comes in. Powered by AIMIs (AI-moderated interviews), AQQ delivers hundreds of natural interviews in days instead of weeks.

Dimension Traditional IDIs Agile Quantifiable Qual (AQQ)
Sample Small N (5–10 participants) Dozens → thousands across markets & languages
Speed Weeks to complete 2–4 days fieldwork, 20× faster
Cost High (moderator time, transcription, coding) 3× cheaper per interview
Depth Very high, sensitive, exploratory
(human intuition, flexibility, rapport)
Good depth at scale
(+236% words, +138% unique words, +28% codes)
Not a replacement for human-moderated IDIs
Best For “Masterpiece” projects requiring nuanced, human-led interaction Fast-turnaround briefs needing hundreds of voices, when scale & speed matter most

Compared with classic qual:

  • Faster: 2-4 day fieldwork, 20× faster than IDIs
  • Cheaper: 3× lower cost per interview
  • Broader: Dozens to thousands of participants across markets and languages
  • Still deep: +236% more words, +138% more unique words, and +28% more codes in voice vs. typed answers

AQQ with AIMI isn’t here to replace human-moderated IDIs. IDIs remain essential for sensitive, high-stakes work. AQQ is the complementary tool for briefs that demand hundreds of voices, faster turnaround, and lower cost, while still maintaining good qualitative depth.