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      Meet Ira · Information architecture

      Build navigation around how people actually think.

      Ira, Decode's information architecture agent, runs card sorts and tree tests to show whether people can find what they need, then proposes a structure that fits.

      LiveYour own panel or participant pool, or the Audience Marketplace
      Ira, Decode information architecture agent
      IraLiveInformation architecture
      YouYour question

      Customers can't find our returns policy. Where do they look?

      Live readout
      34%Findability
      61%First click: Account
      Measuring
      First-click destinations
      Findability by task
      Card-sort similarity
      Top finding“Cancel subscription” is hard to find

      Most people look under Account, but it lives under Billing.

      Linked to the evidence

      Trusted by 150+ brands, including

      • Amazon
      • HSBC
      • KFC
      • Accenture
      • P&G
      • TikTok
      • Danone
      • LEGO
      • ICICI Bank
      • The Walt Disney Company
      • Airtel
      • GCash
      • Mondelēz International
      • Cipla
      • Philip Morris International
      • Grab
      • Disney+ Hotstar
      • Aditya Birla Group
      • Haleon
      • BPI
      • Kellogg's
      • IDFC First Bank
      • Apollo Tyres
      • Duroflex
      Ira 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

       

      IraInformation architecture
      One method. Every step connected.
      Read your sitemap and tasks
      Draft a tree test and card sort
      Wait for your review
      Collect participant paths
      Compare grouping patterns
      Recommend a clearer structure
      You review the study before it runs.
      Evidence behind the answer
      First-click destinations
      Findability by task
      Card-sort similarity
      Real participants. With consent.
      Sample outputSample

      Put cancellation under Account.

      34%Findability
      61%First click: Account
      01Account
      02Orders & returns
      03Billing & plans
      04Help & contact

      Most people look under Account for cancellation, but it lives under Billing.

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

      Ira in action

      Watch Ira work. Real people, real signals.

      Tests whether people can find what they need, and proposes a structure that matches how they think.

      Cards to sort

      Cancel subscription
      Track my order
      Change plan
      Refund status

      Account

      Profile
      Password
      Cancel subscription?

      Orders & returns

      Track my order
      Returns
      Refund status

      Billing & plans

      Change plan
      Invoices

      Help & contact

      Chat with us
      FAQs
      Tree test:HomeAccountSettings✕thenBilling & plans › Cancel✓Findability34%

      Sample card sort and tree test, with findability per task.

      What you'll find out

      Three answers, each with its evidence.

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

      01

      Can people find it?

      A findability score for every task, and the paths people take when they get lost.

      02

      How people group things

      A similarity matrix showing which items people expect to sit together.

      03

      A structure that fits

      A recommended navigation, built from how your users think, not your org chart.

      Your specialist · Ira

      The right method. A clearer next step.

      The method
      Information architectureCard sorting and tree testing.
      Who takes part
      Your own panel or participant pool, or the Audience Marketplace.
      What Ira needs
      Your sitemap or content list, and the tasks users need to complete.
      What you get back
      • Recommended structure
      • Similarity matrix
      • A findability score per task
      Try asking Ira
      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

      Customers can't find our returns policy.

      Ira picked it up · Information architecture
      You get backRecommended structureSimilarity matrixA findability score per task
      IraInformation architecture

      Information architecture

      Card sorting and tree testing.

      Explained before anything runs
      Attach a brief or stimulus
      Ira · Information architectureStep 1 of 4
      Sample output

      See what you get back.

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

      Help centre navigationRun by Ira · n=200 · tree test, then a card sort
      IraInformation architecture

      Put cancellation under Account.

      Most people look under Account for cancellation, but it lives under Billing.

      34%Findability
      61%First click: Account
      What to do next

      Move “Cancel subscription” under Account and merge Returns with Refunds. Then run a tree test of the new structure against the current one.

      1

      “Cancel subscription” is hard to find

      Most people look under Account, but it lives under Billing.

      Findability: 34%First click on Account: 61%
      Fix first
      2

      “Returns” and “Refunds” read as one thing

      In the card sort, most people grouped them together.

      Similarity: 82%
      High
      3

      Recommended structure

      Four top-level sections that match how people think about the help centre.

      AccountOrders & returnsBilling & plansHelp & contact
      Proposed
      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 Ira.

      See all FAQs

      Your sitemap or content list, and the tasks users need to complete.

      Ask Ira

      Find out where people get lost. Let Ira map the way.

      Ask Ira and get a structure back that matches how your users think.

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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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