Voice-native research

Say the niche.
Get ideas that cite their sources.

Most idea tools invent plausible titles. This one fetches real competitor videos, works out why they performed, and every idea it returns links back to the videos behind it. About a minute a run. If there is no evidence, there is no idea.

Three free runs a month. No card. Google, GitHub or email.

Ask for a niche, watch the agent ask what it needs before it spends, then see the real session it produced: 40 videos analysed, 6 patterns, 8 ideas, every one linked to the videos it came from. Six cents.

It asks before it spends

A vague request buys a vague answer at full price. So a reasoning model reads your request first and asks a question or two — but only when the answer would change what gets researched. Otherwise it just starts.

Every idea is traceable

Ideas reference evidence by index into a list the app controls, so the model cannot cite a video that does not exist. An idea with no source is rejected before it is stored.

Scraped text is data, never instruction

Competitor descriptions and pages reach the model inside delimited untrusted blocks. When content tries to give the agent instructions, the run says so instead of quietly obeying.

Spend is capped and recorded

Every provider call is metered against a per-run ceiling. A run that reaches it stops and tells you, rather than continuing on your card.

What happens when you ask

Say it or type it — one request runs the whole chain. The agent shows you its plan before it starts and lights up each step as it lands, so a minute of work never looks like a frozen screen.

  1. Step 1

    Collect

    Fetches real competitor videos for your niche and scores each against its own channel baseline, so a big number from a big channel is not mistaken for an outlier.

  2. Step 2

    Extract patterns

    Finds the repeatable reason videos worked — a format, a promise, a hook shape — not a summary of what they were about.

  3. Step 3

    Generate

    Builds distinct angles on those patterns for your audience. Every idea must name the evidence it came from.

  4. Step 4

    Validate and score

    A separate agent rejects vague, unsupported or duplicate ideas. Survivors are scored on six dimensions and ranked by arithmetic, not vibes.

  5. Step 5

    Brief

    Writes title options, a hook, a beat-by-beat outline and thumbnail concepts for the strongest ideas.

Stop guessing what to make next

Ask once. Get outliers, patterns, scored ideas and a brief you can film against — each one traceable to the video it came from. Three runs a month, free, no card.

Start researching