Health-Tech · Consumer UX · Search Systems

Redesigning Search for India's Largest Health Platform

1MG serves millions seeking medicines, lab tests and doctor consultations. A broken search experience was costing conversions — and user trust. I led a research-driven redesign to fix both.

Platform
India's #1
Research Inputs
3 Streams
Deliverable
Hi-Fi Proto
My Role
UX Lead — End-to-End
Platform
1MG — Digital Health
Type
Consumer Mobile App
Focus Area
Search & Discovery
Methods
Desk Research · Interviews · Usability Testing
Output
Hi-Fi Prototype · Design Specs (Invision Studio)

Key DeliverableHigh-fidelity prototype in Invision Studio — newly designed search screen validated through usability testing and ready for engineering handoff.

About 1MG — India's Trusted Health Platform

1MG is India's leading digital consumer healthcare platform — an online portal for ordering medicines and health products, booking lab tests, and accessing doctor consultations delivered at home.

It is counted among the most trusted health platforms in the country, operating at a scale where even small UX friction translates into large volumes of failed health transactions and eroded user trust. For a platform in this space, search isn't a feature — it's the critical path.

The strategic lens I brought to this work: 1MG users are often unwell, in a hurry, and unfamiliar with precise drug nomenclature. Designing search for a health platform requires a fundamentally different standard than designing search for e-commerce — because the cost of failure isn't a missed cart conversion. It's a person going without medication.

Three Compounding Search Failures

The existing 1MG search experience was failing users in three distinct and interlocking ways — each making the others worse.

  • Users arrived from many sources — and got stuck immediately

    People reached 1MG via social media, articles, and the home screen's Lab & Home section. The search experience hadn't been designed for these varied entry contexts — creating friction at the point of highest intent.

  • Users couldn't find the right prescriptions or medicines

    People searched for specific prescribed medicines by brand name, generic name, or partial spelling — and received irrelevant results, unexplained alternatives, or nothing. They were abandoning and calling pharmacies instead.

  • High-value services were undiscoverable from search

    Online Consultation and lab test booking were core to 1MG's business — but were consistently missed in the search experience, causing commercial leakage and a disconnected user journey.

What I Was Responsible For

I led this project end-to-end — from discovery research through to high-fidelity prototype and design specification. As UX Lead, I was the single point of accountability for all research synthesis, design decision-making, and output quality on the search redesign.

  • Research Strategy
  • Desk Research
  • User Interviews
  • Persona Development
  • Journey Mapping
  • Competitive Analysis
  • Concept Design
  • Usability Testing
  • Hi-Fi Prototype
  • Design Handoff Specs

Double Diamond — Research Drove Every Phase

Given the health-critical context of the platform, no design decision could rest on assumption. I structured the work as a strict four-phase process, ensuring each stage was evidenced before the next began.

  1. Discover

    Desk research, existing product analytics, and secondary market data to map the current landscape and identify the right questions to investigate.

  2. Define

    User personas, journey maps, and a structured pain-point framework to frame the problem with precision before any solutions were considered.

  3. Ideate

    User scenarios, stakeholder walkthroughs, and usability evaluation to generate and stress-test concepts — separating good ideas from assumptions before committing to visual design.

  4. Design

    High-fidelity mockups addressing every documented pain point, validated through a targeted usability test session before final handoff.

What the Research Revealed

I ran three research streams in parallel — desk research, secondary data analysis, and direct user interviews — to build a multi-dimensional picture of where and why the search experience was failing.

  • Users are condition-driven, not product-drivenMany users were managing an illness or caring for someone with a chronic condition. They were searching for guidance and reassurance alongside products — meaning search needed to surface context, not just catalogue results.

  • Lab & Home was a dominant but underserved entry pointA large proportion of users arrived via the Lab & Home section from the home screen — a high-intent context the search architecture had not been designed to support, creating immediate friction.

  • Search was being used as multi-purpose navigationUsers searched for prescription medicines by name, browsed for condition-related products, and looked for Online Consultation — treating search as a universal gateway the platform had not built for.

  • Prescription terminology was a consistent barrierUsers searched for brand-name medications but received generics or alternatives with no explanation. In a health context, an unexplained alternative creates anxiety — and abandonment. Trust, not just relevance, was the design problem.

Two Personas — Two Fundamentally Different Search Modes

Research synthesis produced two distinct user personas representing the dominant search behaviours. Every design decision in the solution was anchored to one or both of these personas — ensuring no feature was added without a named user who needed it.

Ramesh, 58

Chronic Care Patient · Semi-Urban

Goals
Reorder specific prescribed medications quickly; confirm availability before pharmacy visit; reduce long-term medication costs through better pricing comparisons.
Core Pain Points
Can't find brand-name medicines easily; unexplained alternative results create anxiety; prescription upload is slow and unclear; low trust when results don't match his prescription exactly.
Design Implication
Search must handle brand-name queries, surface alternatives with clear labelling, and make prescription upload a primary — not buried — action.

Priya, 32

Proactive Health User · Urban Professional

Goals
Access medicines, lab tests, and consultations through one platform; make informed health decisions quickly; trust the platform enough to act on its recommendations.
Core Pain Points
Online Consultation is buried — not discoverable from search; health categories are confusing; the line between search and browse is unclear; booking feels disconnected from search results.
Design Implication
Search must surface consultations and lab tests for condition-related queries, and feel like a unified discovery tool — not a medicine-only directory.

Scenarios & Usability Testing — Before Any Visual Design

Before committing to any visual direction, I constructed detailed user scenarios to pressure-test the emerging design concepts. Two scenarios were particularly decisive:

  • Scenario A — The Health Condition Journey (Monica)

    Monica is a working professional managing a health condition across multiple apps, eventually arriving at 1MG. The scenario revealed that search results needed to surface condition context — guidance, related tests, and consultation options — not just a list of products. Users in a health-anxious state need reassurance, not just relevance.

  • Scenario B — The Prescription Search Journey (Gaurav)

    Gaurav is a 65-year-old managing multiple chronic conditions who discovered 1MG through a newspaper ad. He searched by prescription name, received an unfamiliar alternative with no explanation, and abandoned. This scenario made the case for labelled alternative results, clear composition disclosure, and inline prescription upload — all of which became non-negotiable design requirements.

Usability Evaluation — 4 Findings That Changed the Design

A 1-on-1 usability test session with a target-demographic participant was run on the wireframe prototype before high-fidelity work began. This session produced four specific, actionable design refinements:

  • Prescription upload CTA was invisibleThe upload trigger was not noticed. It needed to be a primary visual element on the search screen — not a secondary affordance discovered by exploration.

  • Autocomplete didn't handle misspellingsUsers typing at speed expected smart correction. Without it, imprecise queries returned dead ends. Fuzzy matching became a required capability.

  • Order cancellation was found too lateA navigational clarity issue surfacing through search — confirmed the broader hypothesis that the platform's structure was creating compounding confusion beyond just search results.

  • Online Consultation was never found through searchNot once during the session. This confirmed the research finding and hardened the requirement: consultation had to be surfaced as a first-class search result for relevant query types.

Six Design Decisions — Each Traced to a Research Finding

Every change in the final design was deliberately traceable to a specific user insight. Nothing was added on assumption or aesthetic preference alone.

  • Research Finding → Design Decision

    Unified Search Across All Result Types

    Medicines, lab tests, consultations, and wellness products are all surfaced through a single search bar with clear, labelled result type categories — eliminating the need to navigate before searching.

  • Research Finding → Design Decision

    Smart Search with Misspelling Tolerance

    The search engine was redesigned to handle brand names, generic names, condition-based queries, and common misspellings — returning relevant results even from partial or imprecise input, critical for older users and first-time users on a health platform.

  • Research Finding → Design Decision

    Prescription Upload as a Primary Action

    Prescription upload was repositioned as a prominent primary CTA on the search screen — visible immediately, without requiring navigation. Reduced steps between intent and action for the platform's most critical user task.

  • Research Finding → Design Decision

    Online Consultation in Search Results

    Consultation was given a first-class result card that appears for condition-related and symptom-related queries — surfaced at exactly the moment a user's query signals they might need clinical help, not just a product.

  • Research Finding → Design Decision

    Labelled Alternative Medicine Results

    When an exact brand match wasn't available, alternatives were displayed with clear explanatory labels — same composition, approved substitute, cost comparison — converting a trust-breaking moment into an informative one.

  • Research Finding → Design Decision

    Condition-Based Search Clusters

    For condition-related queries, results were organised to show medicines, relevant lab tests, and consultation options together — treating the user's health need as a unified problem to solve, not a catalogue category to navigate.

What This Work Produced — and What It Demonstrates

The redesign delivered a validated, high-fidelity prototype that directly resolved all three core search failures — with every decision documented and traceable to evidence.

100%

Pain Points Addressed

Every finding from research — prescription labelling, consultation discoverability, smart search, upload prominence — was explicitly resolved in the final design. Full traceability from insight to outcome.

3x

Research Streams Triangulated

Desk research, user scenario testing, and 1-on-1 usability evaluation were run in parallel and synthesised — producing a design backed by multiple evidence streams, not a single data point or assumption.

Hi-Fi

Prototype Ready for Handoff

A production-fidelity prototype was delivered in Invision Studio — with interaction states, annotated design specs, and a completely redesigned search screen validated before engineering handoff.

What This Project Demonstrates as a UX Leader

1MG required designing for users in a state of vulnerability — unwell, time-pressured, and dependent on accurate information for their health decisions. The discipline I applied here — triangulating research streams, constructing scenarios before wireframing, running usability evaluation before committing to hi-fi — is the practice that separates a UX leader from a practitioner who produces deliverables.

The ability to navigate health-context complexity, hold user trust as a design constraint alongside usability, and maintain full traceability from insight to decision to outcome — this is the standard I hold myself and teams to on every product I lead.