Focus
Clarify what deserves to be built next.
Find profitable markets, mine reviews, compare competitors, and turn demand signals into clear venture recommendations.
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Future role
AI Research & Market Intelligence Analyst
This role helps the studio choose better bets by turning public signals, reviews, competitors, pricing, and category movement into owner-ready recommendations.
Remote, async-firstContract to long-term partnerBetter app and venture choices before money or time is wasted
How this role compounds
Better decisions. Stronger systems. Cleaner launches.
AR
The strongest hires here do not just complete tasks. They leave the studio with clearer workflow, better judgment, and more reusable leverage than it had before.
Systems
Turn judgment into reusable workflow.
Market scans, category radars, review mining, opportunity scores
Impact
Leave behind proof the studio can keep using.
Better app and venture choices before money or time is wasted
Outcome
Leverage the studio keeps
A sharper company-building system the next venture can inherit.
Mission
What this role is here to make stronger.
Reduce bad bets and surface better opportunities before the studio spends time, money, or creative energy.
Role snapshot
Status
Future role
Location
Remote, async-first
Engagement
Contract to long-term partner
Business impact
Better app and venture choices before money or time is wasted
How success looks
This is the simplest version of how the work should improve the studio and the ventures underneath it.
01
Outcomes
Outcome 1
Create category research packets with demand, complaints, monetization, and differentiation signals.
Outcome 2
Mine user reviews for unmet needs and emotional hooks.
Outcome 3
Rank opportunities by evidence, not excitement.
Outcome 4
Feed research into product blueprints, brand direction, and launch strategy.
02
Responsibilities
Responsibilitie 1
Research app stores, public reviews, competitor pages, social signals, and category trends.
Responsibilitie 2
Create structured opportunity scores and gap analyses.
Responsibilitie 3
Summarize research in plain English with clear continue/improve/hold/kill recommendations.
Responsibilitie 4
Build repeatable research templates the AI Brain can reuse.
Fit and application
The strongest applications make the fit obvious with practical examples and clear evidence.
01
Strong fit
Strong fi 1
You are curious, skeptical, and comfortable with messy public data.
Strong fi 2
You can find patterns in reviews, competitors, and customer language.
Strong fi 3
You can use AI to accelerate research without hallucinating conclusions.
Strong fi 4
You write concise recommendations that lead to action.
02
What to share
What to shar 1
A market research packet, competitor analysis, review-mining report, or category thesis.
What to shar 2
An example where research changed a product, offer, or strategy decision.
What to shar 3
Your process for checking sources and avoiding shallow conclusions.
Application
Share relevant work, not a generic cover letter.
The application asks role-specific questions so we can understand how you think, what you have built, and how you would help this company move forward.