LLM stock analysis,
on your own API key.
Market Scanner is an AI investment-thesis generator. Connect your own OpenAI, Anthropic, and Google Gemini key, add the tickers you follow, and get a structured report — the bull case, the bear case, and the reasoning behind a decision — at ~90% lower platform token cost than marked-up per-report tools.
A real analysis, end to end.
Below is a genuine, historical sample for U.US — the same public, AI-generated analysis the platform publishes. The chart marks where past analysis runs landed and their stance; the write-up shows the depth of the thesis you read after every scan.
A recent U.US analysis, in full.
Recent analyses for Unity Software (U) covered a period of technical price action, including brief breakouts above key moving averages, alongside ongoing discussions of the company's sustained net losses and negative margins. The reports also touched upon broader industry trends, particularly the potential for software companies to benefit from AI adoption, while noting mixed short-term stock performance relative to the market.
Factors discussed — upside
- Positive short-term momentum indicated by RSI and MFI in some analyses.
- Recent technical breakouts above 20-day and 50-day moving averages.
- Potential upside noted by some analysts.
- Mentioned as a software stock poised to benefit from AI adoption.
Factors discussed — risks
- Consistent net losses reported over the past four fiscal years.
- Negative profit and operating margins.
- Negative Return on Equity.
- Stock dipped while the broader market gained on some days.
- Gross profit figures reported as $0 in annual reports.
Historical AI-generated sample · . Not current guidance.
Bring your key
Register an API key from OpenAI, Anthropic, and Google Gemini. It is encrypted at rest and reused across every scan and schedule — your provider bills the inference and the platform token cost drops ~90%.
Build a watchlist
Add the tickers you actually follow — small-caps and foreign listings included, not just the mega-caps every other tool covers.
Read the thesis
Each scan returns a structured report: a decision, the bull case, the bear case, the confidence, and the reasoning behind it — not a dashboard of numbers to interpret yourself.
A screener hands you data. We hand you the thesis.
A traditional screener
Filters thousands of tickers by ratios and price action and hands you a spreadsheet of matches. You still have to read the filings, weigh the upside against the risks, and reach a conclusion yourself.
Market Scanner
Runs a multi-stage AI pipeline over fundamentals, technicals, and market context and returns a written investment thesis — the bull case, the bear case, and the reasoning and dissent behind it. You read the argument, not just the numbers.
Bring your own key, pay ~90% less.
Most AI research tools wrap a model you can’t see and bill you a marked-up fee per report. Market Scanner inverts that: you bring your own API key, so your provider bills you for inference directly and the platform token cost of every scan drops ~90% versus the standard rate. You keep full visibility into which model produced each thesis — the same structured, multi-stage analysis, at a price that scales with usage instead of a per-seat premium.
Explore live ticker pages.
Each page collects the recent public, AI-generated analyses for that symbol.
Common questions.
- What is bring-your-own-key (BYOK) stock analysis?
- BYOK means you connect your own large-language-model API key — from OpenAI, Anthropic, and Google Gemini — and Market Scanner runs its analysis pipeline on top of it. Your provider bills you for the inference, and the platform token cost of every scan drops ~90% versus the standard rate. Your key stays encrypted at rest under your account.
- Which AI models does Market Scanner support?
- Market Scanner works with OpenAI, Anthropic, and Google Gemini models. You register your key once, and it is reused across one-off scans and scheduled runs.
- How much does AI stock analysis cost?
- Creating an account is free. When you bring your own API key, your LLM provider bills you directly for the inference each scan uses, and Market Scanner's platform token cost drops ~90% versus the standard marked-up rate. You pay for what you actually run — there is no per-report premium and no per-seat fee.
- Is my API key secure?
- Yes. Keys are encrypted at rest and only ever used to run the analyses you request. You can remove a key at any time, which immediately stops it from being used for future runs.
- What do I get from a single scan?
- Each scan produces a readable investment thesis: a decision, a confidence level, the bull case, the bear case, and the reasoning and dissent behind it — drawn from a multi-stage pipeline over fundamentals, technicals, and market context.
- Is this financial advice?
- No. Market Scanner produces AI-generated research and educational analysis, not personalised financial advice or a recommendation to buy or sell any security. Always do your own research and consult a licensed professional before making investment decisions.
Start with a watchlist. Finish with a thesis.
Create an account, register an API key, and run your first AI stock analysis in under a minute.
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