How MarketLens Works

From a single market event to a full intelligence workflow — here's what happens at each step.

MarketLens AI is an educational research tool. It does not provide financial advice, predict markets, or recommend specific investments. Always consult a licensed financial advisor before making investment decisions.

1. Start with an event

Submit a news article, paste text, or describe a market event in your own words. MarketLens normalizes the input and runs a multi-agent analysis pipeline.

2. Read the Executive Brief

Each report opens with an executive summary: what happened, why it matters, market impact score, and key sectors affected — all backed by citations and confidence scores.

3. Review Trust & Evidence

Every claim is sourced. Check the trust tier of each citation, review the evidence panel, and see which parts of the analysis are AI-inferred versus fact-backed.

4. Check Personal Impact

If you have a portfolio or watchlist, MarketLens automatically matches the report against your holdings and tracked items to flag exposed positions.

5. Use Watch Next

Each report suggests what to monitor next — signals, upcoming events, and conditions that would change the analysis. Add them as monitors with one click.

6. Create Decision Paths

Generate scenario plans with bull, base, bear, and shock cases. Each case includes assumptions, evidence, risk scores, and monitoring signals.

7. Run Agent Research

Launch multi-agent research projects that chain analysis, critique, and synthesis across your workspace intelligence to answer complex strategic questions.

8. Save and return

Bookmark reports, save searches, build collections, and read briefings. Everything you produce is searchable and returns through the dashboard feed.

The full loop

Analyze → Read → Trust → Impact → Watch → Scenario → Research → Save → Return. Every report connects to your watchlists, portfolio, scenarios, monitors, and search history. The dashboard brings it all together each time you return.