Search the open web, read reports and PDFs, structure thousands of product observations, compare competitors, and turn the evidence into commercially useful actions — in one project workspace.
Built for operators, founders, strategists and analysts who need evidence — not another list of links.
Repeated visibility, review strength and assortment breadth support testing a focused range rather than expanding sofas generically.
Collect evidence, structure the market, interrogate the data and keep refining the same project until the commercial picture is clear.
Break a business question into targeted searches across web, news, official sources, reports and PDFs. Irrelevant evidence is filtered before it reaches the analysis.
Turn retailer and marketplace pages into structured observations you can sort, compare and export.
Move from “what is happening?” to “what should we do?” with ranked opportunities, pricing logic, unit economics, risks, KPIs and 30/60/90-day actions.
Continue from previous runs with a precise follow-up prompt, or start a fresh independent run whenever you want a second opinion.
Build a reusable map of markets, companies, products, evidence, claims and relationships as research accumulates.
Keep important projects alive. Revisit the market, detect changes and update the evidence instead of restarting from zero.
Define the market, company, category or commercial problem you want to understand.
The workspace builds research angles, retrieves evidence and filters irrelevant results.
Websites and PDFs become evidence, product observations and comparable market statistics.
Findings are ranked by evidence, opportunity, economics, competitive context and execution risk.
Continue the project with follow-up prompts until the question is answered at the level you need.
Broad market context is useful. Product, price, channel and competitor detail is what turns research into action.
What should we stock, expand, test or remove? Which product attributes are strongest within each item type?
Where are market price bands, competitive gaps and plausible premium or value positions?
Who is gaining visibility, where are competitors concentrated, and what are they doing differently?
Which segments, channels and customer groups deserve attention — and which barriers could make the opportunity unattractive?
Build an evidence-backed view of market size, growth, regulation, transactions, risks and competitive structure.
Connect market opportunity to internal revenue, margin, AOV, conversion, CAC, traffic and execution constraints.
The workspace separates observed facts from inferred opportunities, keeps source provenance, and lowers confidence when the underlying evidence is incomplete.
Full access to the intelligence workspace for teams that want deep market research, structured commercial data and business analysis in the same project.
One unified intelligence workspace. Cancel anytime.
Start subscription ↗ Ask a question first Secure payment can be handled by Stripe Checkout. No card details are stored by this site.It turns a research brief into a search strategy, retrieves relevant web and PDF evidence, extracts structured data, analyses the market commercially, and keeps the evidence attached to its conclusions.
Yes. Continue the same project with a more precise follow-up prompt and inherited project context, or start a fresh run with no previous context.
No. Missing data remains unavailable. Ratings, reviews, prices and other observed signals are kept separate from inferred opportunity or performance scores.
Yes. Findings remain linked to their supporting sources, including direct PDF page references when the source format allows it.
No. The same research workflow can be used for markets, competitors, categories, companies, regulation, market entry, due diligence and other commercial questions. Product-level datasets are especially useful where public retailer or marketplace data exists.