Duck Studio · Research Decision Preview

Research Home

CEO decision surface from sanitized ledger data. Missing data is shown as missing, not invented.

Preview freshness

Freshrun #15 · superduck_reviewfingerprint 025f071360
Export: 2026-07-07T15:15:42Z
Latest DB run completed: 2026-07-07T15:15:42.761Z
Live JSON: 2026-07-07T15:15:42Z

Evidence quality

api_metadata
69
App Store/API metadata
review_text
59
user quote evidence
not_collected
30
known gaps
needs_credentials
6
blocked sources

Top niches

study motivation
47 evidence rows5 competitors10 review rows1 ideas
Next: superduck_review · coverage is ready for SuperDuck review
Social/communityGoogle Trends
screen time reset
43 evidence rows5 competitors11 review rows1 ideas
Next: superduck_review · coverage is ready for SuperDuck review
Social/communityGoogle Trends
friendship anxiety
45 evidence rows4 competitors10 review rows1 ideas
Next: superduck_review · coverage is ready for SuperDuck review
Social/communityGoogle Trends
outfit planner
6 evidence rows5 competitors0 review rows0 ideas
Next: review_pain_mining · niche lacks review/pain depth
Reviews / painSocial/community

Candidate ideas

Fair Focus Plan
surprise subscription charge
“I downloaded this app too feel motivated so I checked it out so I tried the 3 day trial and then I deleted afterwards and still get charged for it”
candidate12 linksmissing social/community evidence
Next: Collect social/community/manual evidence before founder review.
Gentle Match Filter
matching filters exclude users
“The new algorithm only shows you a few profiles a day and the profiles location aren’t even within your filter range. Frustrating to use. Please bring back the old app algo.”
candidate12 linksmissing social/community evidence
Next: Collect social/community/manual evidence before founder review.
Reliable App Lock
app lock breaks after update
“I had a 374 day streak, then all of a sudden an update happens and my apps aren’t locking and I only come to find out the next day, I was so proud of that streak and all the rocks I collected Also all of the buttons are glitching and the breaks randomly lock before the timer runs out Severely disappointed”
candidate11 linksmissing social/community evidence
Next: Collect social/community/manual evidence before founder review.

Next research jobs

explore_new_niche
photo cleanup · pending seed needs initial coverage
scheduled_broad_painpoint
explore_new_niche
habit accountability · pending seed needs initial coverage
scheduled_broad_painpoint
explore_new_niche
breakup healing · pending seed needs initial coverage
scheduled_broad_painpoint
explore_new_niche
sleep routine · pending seed needs initial coverage
scheduled_broad_painpoint
superduck_review
screen time reset · coverage is ready for SuperDuck review
scheduled_broad_painpoint

Coverage gaps summary

not_collected: 30needs_credentials: 6source_unavailable: 0

Full gaps live in the coverage matrix; Home only shows summary so gaps do not dominate the decision view.

Open Coverage Matrix