Meet Riya · Consumer needs

Find the needs your category leaves unmet.

Riya, Decode's consumer needs agent, interviews people to uncover what they need, expect and struggle with, then sizes each need with a survey.

LiveYour own panel or participant pool, or the Audience MarketplaceVoice emotion
Riya, Decode consumer needs agent
RiyaLiveConsumer needs
YouYour question

Find the needs our workday snack category leaves unmet.

Live readout
40Interviews
400Survey respondents
Measuring
Interview themes and jobs
Frequency and intensity
Voice emotion on answers
Top findingLead with “filling, not sugary”.

It is the most frequent and the most intensely felt need, and nothing in the category owns it yet.

Linked to the evidence

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Riya at work

One question, followed end to end.

Scroll to follow the study from your question to the findings, or choose a step.

Scroll to follow the research
Your question

 

RiyaConsumer needs
One method. Every step connected.
Read the category and audience
Draft in-depth interview questions
Wait for your review
Run AI-moderated interviews
Size the needs with a survey
Rank unmet needs and intensity
You review the study before it runs.
Evidence behind the answer
Interview themes and jobs
Frequency and intensity
Voice emotion on answers
Real participants. With consent.
Sample outputSample

Filling, but not sugary.

40Interviews
400Survey respondents
01Filling without a sugar crash
02Easy to keep in my bag
03Something I can share

People want a snack that keeps them going without the sugar crash.

Illustrative workflow and sample data · scroll to explore, or choose a step

Riya in action

Watch Riya work. Real people, real signals.

Uncovers what consumers need, expect and struggle with, so you can see where the unmet opportunities are.

Riya: What do you reach for when you're hungry at work?
Whatever's in the vending machine. I always feel a bit guilty after.
Voice: guilt
Riya: What would make that feel better?
Something filling that isn't sugary.
Voice: hopeful
Unmet needs, sizedn=400
Filling, not sugaryEasy to carryGuilt-freeShareable

Sample AI-moderated interview, with voice emotion, then sized needs.

What you'll find out

Three answers, each with its evidence.

What Riya tells you, and the evidence behind each answer.

01

What people are trying to do

A jobs-to-be-done map of the category, in consumers' own words.

02

Which needs go unmet

Needs ranked by how often they come up and how strongly people feel them.

03

The emotion behind each need

Voice emotion on every interview answer shows what really matters.

Your specialist · Riya

The right method. A clearer next step.

The method
Consumer needsShared in the study draft for your review, run with real participants.
Who takes part
Your own panel or participant pool, or the Audience Marketplace.
What Riya needs
The category or audience you want to understand, and any existing research.
What you get back
  • Jobs-to-be-done map
  • Unmet needs ranked by frequency and intensity
  • With the emotion behind each
Try asking Riya
How it works

From your question to an answer you can act on.

Scroll to follow the study, or pick a step

Your research briefSample
Brief

Find unmet needs in the snack category.

Riya picked it up · Consumer needs
You get backJobs-to-be-done mapUnmet needs ranked by frequency and intensityWith the emotion behind each
RiyaConsumer needs

Consumer needs

Shared in the study draft for your review, run with real participants.

Explained before anything runs
Attach a brief or stimulus
Riya · Consumer needsStep 1 of 4
Sample output

See what you get back.

A sample output from Riya. Every finding links to its evidence, and you can ask a follow-up.

Workday snacking: unmet needsRun by Riya · 40 AI-moderated interviews, then a sizing survey (n=400) · voice emotion on
RiyaConsumer needs

Filling, but not sugary.

People want a snack that keeps them going without the sugar crash.

40Interviews
400Survey respondents
What to do next

Lead with “filling, not sugary”. It is the most frequent and the most intensely felt need, and nothing in the category owns it yet.

1

“Filling, but not sugary”

People want a snack that keeps them going without the sugar crash.

FrequencyIntensity
Voice: guilt about current choice“I always feel a bit guilty after.”
Biggest gap
2

“Easy to keep in my bag”

Current options get crushed or melt, so people buy from vending machines instead.

FrequencyIntensity
Voice: frustration
Gap
3

“Something I can share”

A smaller need, mostly in office teams.

FrequencyIntensity
Niche
Illustrative sample output · not results from a live study
Better together

A specialist. With a team behind them.

Combine agents in one study by asking a lead agent.

FAQ

Frequently asked questions

What teams ask about consumer needs.

The category or audience you want to understand, and any existing research.

Ask Riya

Find the opportunity your competitors missed. Let Riya find it.

Ask Riya and get a needs study back, sized and backed by what people actually said.

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Decode by Entropik is a user research and consumer research platform with AI research agents. It shows how people feel, where they look and what they do, from ad and concept tests to prototypes and live websites.

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