Send it after any company.
Get the homework done.
Research & Scout takes one company name and your business context, plans its own searches, reads the live web, and hands back a sourced brief — plus a 1–5 fit score it can actually defend. Run it on a whole column of leads, not one tab at a time.
One drop-in. A whole research desk.
Search planning, live page reading, source-cited synthesis, fit scoring and people-finding — in a single capability, instead of an afternoon of open tabs and copy-paste.
Plans its own searchesIt reads your goal and writes 3–5 targeted queries — funding, leadership, news — by itself.
Reads the live pagesNot just snippets. It opens the actual pages and reads them, then throws out the noise.
Writes a sourced briefProducts, model, revenue, employees and growth — every claim with a link behind it.
Scores the fit 1–5It qualifies the company against your business across five axes — justified, not a vibe.
Finds the key peopleDecision-makers with role, profile and contact details, ready to reach out.
Returns clean fieldsStructured JSON your workflow can read — never freeform prose to parse.
It runs its own research pipeline — per record.
This isn't one search and a summary. Every run is a five-stage autonomous pass: it plans, searches the open web, reads the pages, compresses what matters with its sources attached, then writes the brief. And it does the whole thing again for every row you point it at.
It reads your context and writes its own search plan — 3–5 queries, each aimed at a different facet, always fresh to this year.
Every query fires at once across the open web, and the results are deduped to a clean set of unique sources.
It opens the actual pages — not just the snippets — and reads the full content, with a backup reader if one is down.
Pages are stitched together with their source attached, most-relevant first, so every fact keeps its citation.
A powerful AI model writes the brief into a fixed shape — only the fields you asked for, valid every time.
It won't flatter your pipeline.
The real danger with research isn't a missing fact — it's a confident, wrong “great fit!” So every fit score is defended across five axes: industry alignment, business-model fit, market segment, technology relevance and partnership potential. And when the evidence isn't there, it scores a 1, not a 4.
That last row? Thin evidence, different segment — so it's a 1, not a hopeful 4.Scout refuses to inflate a score it can't justify, and shows you the source behind every claim — instead of letting a flattering guess clog your pipeline.
Built to be honest about what it found.
Not a wall of plausible-sounding prose — researched facts, with the receipts.
Each fact carries a link — especially the financial figures. No claim without a source behind it.
Can’t find something after a few tries? It records N/A instead of inventing a number.
Searches are tied to the current year, so you get this quarter’s news, not last year’s.
It opens the actual pages and reads them — and falls back to a backup reader if one is down.
Point it at a column of companies and it researches every row, each scored on its own.
Toggle the research points you want; the output returns just those, nothing padded.
The research goes straight to work.
Scout isn't a dead end. Drop it into a workflow and route what it found — score the company, branch on the result, save the qualified ones and tell the team — without anyone copy-pasting from a doc.
Research & score
Branch on score ≥ 4
Save the qualified
Email the teamAll on one canvas — no glue code, no exports, no second tool.
Five ways to drop it in.
Scout lives in the builder as a node with ready-made recipes — add it to a Tiny Form or a Workflow, point it at a company, and route the brief onward. Each run is metered in the same credits as everything else.
Point it at any company and it does the homework for you.
A complete, sourced workup on any company.
Find and qualify the accounts worth your time, scored.
A one-page brief so you walk in knowing the room.
Toggle the points you care about, get only those.
How it compares.
The research databases and AI search tools are powerful. The difference is that Scout is built into the place you already work, scores the fit to your business, and does the parts they leave to you.
| Tiny Command Scout | Sales-data databases | AI search tools | Manual research | |
|---|---|---|---|---|
| Plans its own searches and reads live pages | ✓ | No | some | you do |
| Scores fit 1–5 against your business, with a reason | ✓ | generic | No | No |
| Cites a source for every claim | ✓ | some | sometimes | you do |
| Runs across a whole column, no copy-paste | ✓ | export | No | No |
| One bill with the rest of your stack | ✓ | No | No | — |
If you want a static contact database to query, those do that well. If you want any company researched, scored and acted on inside the tools you already use, that's what we built.
Good to know.
What do I give it, and what comes back? +
You give it a company name or domain and a little context about your own business. It plans its own searches, reads the open web, and returns a structured brief — company overview, key people, growth signals, conversation starters, a full sourced report, and a 1–5 fit score — only the fields you toggle on.
How does the 1–5 fit score work? +
It qualifies the company against your business across five axes — industry alignment, business-model fit, market segment, technology relevance and partnership potential — and explains the number. When the evidence is thin, it deliberately scores low rather than guessing high, so a flattering miss never reaches your pipeline.
Where does the information come from? +
The open web. It searches live, opens the actual pages and reads them, and keeps a citation attached to every fact — financial figures especially. If it can't confirm something, it records N/A instead of inventing it.
Can it research a whole list at once? +
Yes — that's the point. Point it at a Tiny Tables column of companies and it researches every row, each one scored and sourced on its own. It's a reusable node, so the same setup runs per record.
Do I need to write any code? +
No. Scout is a drag-in node inside Tiny Forms, Workflows and Agents — add it, point it at a company, and route the result to a table, an email or the next step. No keys, no servers, nothing to host.
What does it cost? +
It's metered in the same credits as the rest of Tiny Command — 10 credits per company researched — on every plan, including Free. No separate vendor bill.
Stop opening fifteen tabs per company.
Drop Scout into a workflow and let it research, score and hand off the companies that matter. Free to start.