Interview Prep AI
Build an interview structure with opening questions, follow-ups, transitions, and deeper questions.
Builds the structure of the conversation rather than a list of questions: where to open, what to establish before the hard part, how to move between topics, and where the interview should end up. It is the running order a producer would draw.
What a v1 does5 features
- A running order with timings for each segment
- Opening questions chosen to settle the guest
- Planned transitions between topics, so it does not lurch
- Depth ladders - the follow-up behind the follow-up
- A closing question chosen to be quotable
The market
Interviewers prepare in documents today. Descript sells production tooling and Apollo.io sells research data at an estimated $150M ARR, but neither assembles a guest briefing. Priced at $29 a month for a working interviewer or producer.
Where these numbers come from
| Company | Earns | Reach | Source |
|---|---|---|---|
| Apollo.io | $150M ARR, 2025 | 275M+ contacts in database | Independent estimate |
| Descript | Paid tiers | Not published | Published pricing |
| OpusClip | $10.3M to $20M ARR | 10M+ users | Independent estimates |
Why this audience
These viewers understand that a long interview has a shape - where to open, when to push, how to close. That is a producer's craft they have absorbed by watching. A running order rather than a question list is the version built for somebody who already thinks structurally.
Before it can launch
No licence, certification or data agreement stands between this and a launch — app-store review and an ordinary privacy policy aside.
What it earns
Drag me Every figure recalculates as you go.
0.032% of 3.1M followers · capped at 50,000
Opens on the price this idea was costed at, $29.
1,000 paying — 0.032% of 3.1M followers — × $29 a month = $29,000 a month
Fifty thousand paying users is the ceiling every one of these pages is drawn against, not a forecast. It opens at a thousand, the bottom of the range, so the first figures you see are the modest ones. What the cap buys is comparability: the same range on every app, and the percentage of the audience it takes as the number that moves.
Is this the one for your audience?
We fund it, build it, and run it. You bring the audience and take a share of the revenue. Nothing to pay and nothing to build.
AI Guest Researcher
Research a podcast guest and create a concise briefing with background, work, recent activity, and talking points.
AI Question Generator
Generate thoughtful interview questions based on a guest's background, expertise, previous interviews, and current projects.
Journalist Research Toolkit
Research workspace for source organization, fact checking, interview preparation, notes, and summaries.
Guest Deep-Dive Tool
Find interesting connections and lesser-known details about a guest.