frequently asked questions
Everything you need to know before you file your first brief.
What is an AI research service?
An AI research service is an ongoing research function that tracks topics you specify, synthesizes findings from public sources, and delivers finished intelligence to your inbox—briefings, lead lists, and drafts—rather than handing you a search box or dashboard to figure out yourself.
How is this different from ChatGPT?
ChatGPT answers one question at a time with no memory of your priorities. The Useful Findings Department runs on your briefs over weeks and months: it compounds context, cites traceable sources, and delivers recurring briefings plus on-demand deep dives without you re-prompting from scratch every time.
How is this different from a market research agency?
Traditional agencies run bespoke studies on long timelines at enterprise price points. The Department is email-first, fast, and built for solo operators and small teams: weekly briefings within an hour of your first brief, on-demand depth in about an hour, and a compounding knowledge base you steer with plain-language feedback.
What exactly does the Department deliver?
Weekly briefings on the industries, competitors, and prospect types you name in your brief, plus on-demand deep dives, lead lists with names and verified email addresses, and post-ready content drafts.
How do I submit a brief?
Write a few plain-language sentences describing what you want to track or learn: a market, a topic, an interest area, or an evolving technology. The Department files it and starts returning findings. You can refine or add new briefs at any time as your priorities shift.
How fast does the first briefing arrive?
Your first briefing lands within an hour of your opening brief. After that, they arrive weekly. But you can also change to daily! Any deep dive or lead list you request on demand is typically returned within an hour.
Where does the research come from, and can I trust it?
Findings are assembled from public sources such as company filings, news, hiring signals, funding announcements, product launches, and the open web, then synthesized into a briefing you can act on. Every claim is traceable back to its source so you can verify before you cite or send.
How is this different from a newsletter or a research platform?
Newsletters tell everyone the same thing; research platforms hand you a dashboard and leave the digging to you. The Department works only on your briefs, does the digging for you, and delivers finished intelligence — briefings, lead lists, and drafts — straight to your inbox. Your knowledge base compounds with every request instead of resetting each week.
Who is it for?
Business development teams, analysts racking an industry, content marketers, and consultants who need fast context on unfamiliar territory. But hey! We've also used it to scope out content for a trip and we're tracking food trends just for fun.