Personagram: Bridging Personas and Product Design for Creative Ideation with Multimodal LLMs
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Abstract (arXiv)
Product designers often begin their design process with handcrafted personas. While personas are intended to ground design decisions in consumer preferences, they often fall short in practice by remaining abstract, expensive to produce, and difficult to translate into actionable design features. As a result, personas risk serving as static reference points rather than tools that actively shape design outcomes. To address these challenges, we built Personagram, an interactive system powered by multimodal large language models (MLLMs) that helps designers explore detailed census-based personas, extract product features inferred from persona attributes, and recombine them for specific customer segments. In a study with 12 professional designers, we show that Personagram facilitates more actionable ideation workflows by structuring multimodal thinking from persona attributes to product design features, achieving higher engagement with personas, perceived transparency, and satisfaction compared to a chat-based baseline. We discuss implications of integrating AI-generated personas into product design workflows.
Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 25 of its 80 references that are in the map. First posted on arXiv 5 Feb 2026.
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25 of 80 references.
References · 25
- 2022Social Simulacra: Creating Populated Prototypes for Social Computing Systemscited by 300
- 2021AI Chains: Transparent and Controllable Human-AI Interaction by Chaining Large Language Model Promptscited by 265
- 2023Style Aligned Image Generation via Shared Attentioncited by 214
- 2025Why Language Models Hallucinatecited by 205
- 2025LLM Generated Persona is a Promise with a Catchcited by 77
- 2024PERSONA: A Reproducible Testbed for Pluralistic Alignmentcited by 71
- 2023Concept Decomposition for Visual Exploration and Inspirationcited by 61
- 2023CreativeConnect: Supporting Reference Recombination for Graphic Design Ideation with Generative AIcited by 34
- 2024Building Better AI Agents: A Provocation on the Utilisation of Persona in LLM-based Conversational Agentscited by 26
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- 2024Proxona: Supporting Creators' Sensemaking and Ideation with LLM-Powered Audience Personascited by 19
- 2024Guided Profile Generation Improves Personalization with LLMscited by 19
13 more
- 2023An Empathy-Based Sandbox Approach to Bridge the Privacy Gap among Attitudes, Goals, Knowledge, and Behaviorscited by 18
- 2024PersonaFlow: Designing LLM-Simulated Expert Perspectives for Enhanced Research Ideationcited by 16
- 2025DeepPersona: A Generative Engine for Scaling Deep Synthetic Personascited by 14
- 2025Leveraging Multimodal LLM for Inspirational User Interface Searchcited by 13
- 2024Retrieve, Annotate, Evaluate, Repeat: Leveraging Multimodal LLMs for Large-Scale Product Retrieval Evaluationcited by 12
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- 2024ChatGPT Doesn't Trust Chargers Fans: Guardrail Sensitivity in Contextcited by 9
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- 2026Agentic Persona Generation with Critique-Refinement: An Industrial Evaluation
- 2026A Taxonomy of Human--MLLM Interaction in Early-Stage Sketch-Based Design Ideation
- 2025A Thousand Words or An Image: Studying the Influence of Persona Modality in Multimodal LLMs
- 2024PersonaGym: Evaluating Persona Agents and LLMs
- 2026The Virtual Roundtable: Multi-Agent Personas Simulating the Dynamics of Human Brainstorming
- 2026Back in Style: A Sociolinguistic Approach to Authoring and Measuring Persona Fidelity in User Simulation