AI Market Research Tool
Ask the question you actually need answered. An AI agent reads across the open web, weighs what it finds, and writes a report where each claim carries the source it came from — so you can check the two numbers your decision rests on.
The questions this actually answers
"Market research" covers several different jobs. Each of these produces a written, sourced answer rather than a pile of links.
Competitive landscape
Who else sells this, to whom, at what price, and what each one is visibly bad at. Positioning gaps come out of the comparison, not out of a template.
Market sizing and entry
How big, how reachable, who already owns it, and what would have to be true for entry to work. Including the case against.
Pricing research
How comparable products actually charge — published prices, packaging, what sits behind the "contact us" wall — with examples rather than averages.
Buyer and voice-of-customer
What the people you sell to say in public: reviews, forums, job posts. Quoted, so you can hear the words they use.
Vendor and partner due diligence
Who a company is, how long they have existed, what they claim, and what independent sources say — before you sign or integrate.
Trend and signal scan
What has changed in a market in the last months, separated from what merely got written about a lot.
How it works, in three steps
- 1
Ask a real question
Not a keyword — the question you would put to a good analyst, including what decision hangs on the answer.
- 2
The agent researches
It searches, reads the sources properly rather than skimming snippets, weighs conflicting claims, and keeps a citation for each thing it asserts.
- 3
Read the report and push back
Every claim links to where it came from. Challenge the weak ones, ask for depth where it matters, and export the result to PDF in your brand.
Why this beats a chatbot answer
The failure mode of AI research is not being wrong — it is being unfalsifiable. A confident paragraph with nothing behind it cannot be checked, so it cannot be used for a real decision.
| A chat answer | Veii agent | |
|---|---|---|
| Sources | Named vaguely, or not at all | A citation attached to each claim, checked for coverage |
| Depth | Whatever fits in one reply | Reads the actual pages, follows the thread, keeps going |
| Disagreement | Averaged into a bland consensus | Conflicting sources surfaced as a disagreement, not smoothed over |
| Output | A chat message you copy out | A structured report that exports to PDF in your brand |
| Follow-up | Re-explain the context every time | Stays in the workspace; the next question builds on this one |
| Second opinion | One model, one view | Can convene several models and reconcile where they differ |
Who this is for
Founders and operators making a call
You do not need a hundred-page report; you need the four facts your decision turns on, and to know which of them is shaky. Ask the question the way you would ask a colleague, and interrogate the answer.
We are deciding whether to build a native mobile app or keep improving the mobile web app. Research what comparable B2B field-service products did, what their users say about it, and what the actual switching cost looks like. Tell me the strongest argument against building the app.
Sales teams before a meeting
A sourced page on the account, its market and its recent moves is worth more than an hour of tab-hopping — and unlike a memorised pitch, it can be checked before you say it out loud.
Brief me on Northwind Logistics before Thursday: what they do, recent news, who their competitors are, what pressure their market is under, and three specific things to ask their head of operations.
Marketing and strategy
Positioning work fails on unexamined assumptions about what competitors say and what buyers care about. Get both in writing, with sources, before rewriting the homepage.
Analyse how our five closest competitors position themselves — the exact language on their homepages, who they claim to serve, what they lead with. Then show me the claims nobody is making.
Frequently asked questions
What is an AI market research tool?
It is an agent that does the reading for you: it searches the open web for a question you pose, reads the sources rather than skimming summaries, and writes a report where each claim is tied to where it came from. The point is a document you can check, not a confident-sounding paragraph.
Is the AI market research tool free?
Yes. Veii runs on free-tier models and free search sources, so research costs you nothing and there is no credit card at signup.
Does it cite its sources?
Yes, and that is enforced rather than hoped for: reports go through a citation check that flags claims without support before the report reaches you. You can follow any claim back to the page it came from.
How current is the information?
The agent searches the live web when you ask, so it reflects what is published at that moment rather than what a model happened to memorise during training. Anything time-sensitive is worth re-running before you rely on it months later.
Can it be wrong?
Yes. It can misread a source, and a source can itself be wrong or out of date. That is exactly why every claim carries a citation — the design assumes you will check the two or three facts your decision actually rests on.
Can I get a second opinion from another model?
Yes. The agent can convene a panel of several models on the same question and reconcile where they disagree, which is more useful than one confident answer when the question is genuinely contested.
Can I export the report?
Yes — to PDF, typeset in your workspace’s brand colours and fonts, so it can go to a board or a client without being reformatted.
Does it remember previous research?
Yes. Research stays in your workspace, so the follow-up question builds on what has already been established instead of starting from an empty context every time.
Ask your first question
Create a free workspace and ask the question your next decision depends on. Then check the citations — that is the whole point.
Start researching free