Meta AI's Imagine Home Page

Evaluative research study to understand which concepts best communicate value propositions for Meta AI's Imagine on mobile.
OVERVIEW
Most users who visited Meta Imagine left the page without interacting. Currently, users are unclear about when and why they should use Imagine products for expressive media.

I designed research, synthesized key findings and design opportunities, and delivered product recommendations.

IMPACT
This study informed Imagine’s launched designs on Instagram and identified a new feature opportunity that teams later explored: Co-creative image editing in group chats.

I have omitted or edited confidential information in this case study. All information in this case study is my own and does not reflect the views of Meta.
TYPE
Cognitive Ergonomics: UX Research
ROLE
UX Researcher (me)
Core Team: Research Lead, Product Manager, UX Designer, Software Engineer, Data Scientist
METHODS
User interviews: usability testing, concept testing
TIMEFRAME
4 weeks

Background

Context: What is Meta AI's Imagine? Accessible across Meta’s family of apps, Imagine is a tool that enables users to generate AI images using text prompts. This study addresses the Imagine home page on Instagram Direct Message (DM).Social media users go beyond text to express themselves, with emojis, GIFs, and more. Sometimes, it’s hard to find the perfect piece of expressive media. Thus, Imagine’s goal is to empower users to create expressive media that they can personalize to their unique needs with AI. However, in a world of instant messages, encouraging users to adopt new behaviors is easier said than done.

Problem: Data science teams found that over 80% of users who entered the Imagine home page did not type a single character into the prompt bar before exiting.

Assumption: Users may not understand what Imagine is when they land on the page, causing them to exit.With an upcoming launch deadline, the team approached me with a rapid research ask to validate their early concepts.

Goals

1) To explore different value propositions for communicating Imagine’s purpose and relevance to users.
2) To understand which concept successfully communicated a desirable use case of Imagine to users.

Research Questions

I approached with the following research questions that I validated with my Research Lead:
1. How do users understand Imagine’s capabilities when they land on the current product?
2. Which concepts encourage users to explore a new tool and behavior for self-expression?
3. Which types of expressive media are more valuable for users to hire AI for?

Research Plan

Recruit

Methodology

Timeline

With four weeks, I worked with my Research Lead to design a research strategy to deliver insights in a timely manner for product development and launch.

Week 1: Problem Definition and Begin Recruitment
Week 2: Finalize Research Plan and Customized Design Concepts
Week 3: Field Research (Conduct Interviews) + Week 4: Synthesis

My Impact

Sensitive details and information around research insights and strategic recommendations have been edited or omitted.

After synthesizing the research findings, I wrote a research report and created a presentation deck to share with my stakeholders. This deck and presentation fostered additional discussions on next steps and new opportunities. This research had the following impact:

Learnings & Reflections

ProblemResearch PlanImpactReflections