AI for market research that shows its sources.
Go from a vague market question to a brief your team can act on. Synthesise reports, filings and a day's news into one workspace, cluster the signal, and keep every claim traceable so the brief survives scrutiny.
Frame the question as a notebook[1]
Synthesise the reading[2]
Track the live signal[3]
Search what you've gathered[3]
What you can do
Four moves, one workspace.
The concrete work behind "ai for market research" — not a feature list.
- 01
Frame the question as a notebook
Open a notebook per market or segment; branch sub-threads for sizing, players and trends so the structure mirrors the brief.
- 02
Synthesise the reading
Pull the reports and articles into one place and let the workspace draft the synthesis — agreement on top, disagreement surfaced underneath.
- 03
Track the live signal
Deduped, multi-source news clusters keep the brief current between updates instead of going stale the week after you write it.
- 04
Search what you've gathered
Semantic search over everything you've collected — find the stat or the quote without remembering which PDF held it.
What it reads against
Consulting work is only as good as its sources.
The reference collections this job draws on. Each is a page you can open and read before you trust a single answer.
- Papers, preprints and the data behind themOpen-access research read in full — with the datasets a finding rests on kept alongside the write-up.
- Reporting from thousands of publishers, de-duplicatedThe day's coverage read as it is published, with outlets running the same wire copy recognised as one story.
- Reference knowledge, read from the wikis that maintain itThe settled account of a subject, read from the maintained entry rather than a copy of it.
How industries describe themselves, in their own words
Trade bodies and companies explaining their own market — where segment names and category definitions actually originate.
documentsCollections are libraries the workspaces read from, kept as what they are rather than flattened into one pile. See the full collection breakdown.
The stack under the work
The workspaces this job runs on.
Listed in the order the work moves through them, each carrying its live status.
Example workflows
What it looks like end to end.
Market landscape brief
Collapse a week of reading on one market into a single brief: who the players are, where the growth is and which trends are real versus hype — each section traceable to the sources that support it.
Trend monitoring
Keep a standing notebook on a theme and let deduped news clusters feed it, so the next time someone asks 'what's new here' the answer is a ten-minute refresh rather than a from-scratch dig.
Questions
Frequently asked.
- Can askFinz synthesise multiple reports into one brief?
- Yes. Bring the reports and articles into a research notebook and the workspace drafts a synthesis that surfaces where sources agree and where they conflict — with citations.
- How does it stay current?
- Live, deduped multi-source news clusters feed the workspace, so a standing brief stays current between full rewrites.
- Can I trust the numbers in the output?
- Every claim carries a citation back to its source, so you can verify a figure rather than taking the synthesis on faith.
Different job? Browse every use case or start from your industry.
For strategists
Put it to work.
Request private access and we will walk through the workspaces this job runs on.
- workspaces in access
- 3 workspaces in access
- worked examples
- 2 worked examples
- reference collections
- 4 reference collections
Browse the rest of the catalog at /apps.
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