The research flow needs faster explanations without letting an unverified diagnosis shape a release.
Managers need dependable conversation discovery while engineers need evidence strong enough to distinguish a cache symptom from an API cause.
Who you’d be doing this for
“I searched the same topic twice this morning, and the second search showed conversations my editor needed hours ago.”
Tobias Meijer · Social Media Manager
Runs organic Reddit research for a publisher and relies on Trends to identify relevant conversations.
What is at stake
Selected failed research sessions need an engineer-confirmed cause within 30 minutes in 80% of pilot cases. You have to weigh faster investigation against evidence engineers can trust before changing a GraphQL or Redis path.
Why it isn’t already fixed
Every obvious fix costs something else. That’s the part you’d have to decide.
- faster investigations vs. engineer-confirmed causes
- cross-system context vs. reviewable evidence
- research completion vs. clean experiment signals
- AI drafting vs. human release judgment
Why Reddit
Trends is becoming the sanctioned research route for professional accounts as outside access paths close.
Written with these in mind
Not your kind of problem? 27 more at Reddit, or browse every organization.
This is the setup. The work is inside.
Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.