Build a personalised AI assistant that learns your workflow
10/15The Opportunity
Spotted on Product Hunt · March 23, 2026
Generic AI chatbots forget context between sessions — MuleRun hit 704 PH upvotes with a memory-and-personalisation angle.
Why these scores?
Demand (pain) scored 4/5 (very high) — how urgently people need a solution.
Willingness to pay scored 4/5 (very high) — evidence people would pay for this.
Market gap scored 3/5 (strong) — how underserved this space is.
Build effort scored 3/5 (strong) — feasibility for a solo builder or small team.
Who's Complaining About This?
“Users report resetting context every session and re-explaining their workflow to AI tools that have no persistent memory of preferences.”
Willingness to Pay
MuleRun was the top PH product of the week with 704 upvotes. Mem.ai charges $10-15/mo for memory-layer products. High demand validated.
Score Breakdown
10/15How urgently people need this solved and how willing they are to pay for it. Based on complaint frequency and spending signals across platforms.
How open the market is. A high score means few or no direct competitors, or existing solutions are overpriced and underdeliver.
How quickly a solo developer can ship an MVP. 5 = weekend project with standard tools. 1 = months of infrastructure work.
Existing Solutions
ChatGPT with memory, Mem.ai, Notion AI — all generic. None learn domain-specific workflow patterns for a specific job role.