Stock-picking research automation for retail investors who don't want to read 10-Ks
Target User
Self-directed retail investors with full-time day jobs
Product Idea
Weekly AI-curated 'Top 5 setups in the S&P with rationale' newsletter + private Discord, gated on Stripe
Evidence
“I was tired of manual research, so, I made a machine learning algorithm to do the research for me”
https://www.reddit.com/r/Stocks_Picks/comments/1swdmvl/i_was_tired_of_manual_research_so_i_made_a/“I got tired of manual investor research, so I automated it”
https://www.reddit.com/r/startupideas/comments/1sx2nfl/i_got_tired_of_manual_investor_research_so_i/
Why this opportunity matters
This opportunity surfaced from multi where Self-directed retail investors with full-time day jobs are actively describing the problem in their own words. We classified the demand intensity as medium — meaning the problem is consistent enough that multiple users are searching for a fix, even if they have not committed to paying yet. When users self-select to post a problem on a public platform like multi, they are usually already trying to solve it — which makes them strong candidates for the right paid alternative.
How to validate this before you build
Before writing a single line of code, three lightweight steps will tell you whether this opportunity is worth pursuing:
- Read the original conversation. The evidence links above lead to the exact threads where users described this problem in their own words. Read every comment — what people argue about in the replies often matters more than the original post.
- Talk to five real users. Find five people who match the target user description above and ask how they handle this today. You are looking for two signals: a consistent workaround they hate, and a willingness to pay for something better. If both show up in three of five conversations, the demand is real.
- Test willingness to pay before building. Put up a one-page landing site describing the proposed product, with a deposit or pre-order checkout. If even a small fraction of traffic converts to a real payment, you have validated more than most products that ship to production.
Gap analysis & monetisation locked
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