Which channels we track
We currently track 35 finance YouTube channels across the US and Europe. Channels are added when they regularly publish stock-specific analysis (not general market chatter) and have an engaged audience. We do not accept payment for inclusion, and creators cannot opt into a better position — the ranking is computed, not edited.
From video to qualified call
Twice a day (05:00 and 17:00 UTC) our crawler fetches every new video from the tracked channels and transcribes it. An AI model then reads each transcript and extracts only qualified calls: a named stock, a clear stance (buy, sell/avoid, or watch), and real reasoning. Passing mentions, clickbait thumbnails and "top 10" filler without an actual argument are discarded.
Each extracted call carries the creator's conviction (1–5) and an analysis-quality score (0–100) based on how much verifiable substance the segment contains. Every call links back to its source video, so you can always check the original context.
Mentioned company names are resolved to tickers automatically. If the resolution confidence is below 0.85, the asset goes into a manual review queue instead of the site — we would rather miss a stock than misattribute a call.
The 0–100 consensus score
For every stock we compute a recency-weighted balance of buy and sell calls, where each call's weight halves every 30 days — a call from yesterday counts roughly four times as much as one from two months ago. That balance is squashed onto an intuitive 0–100 scale (specifically 100 · tanh(|hot| / 2.5)), so the score measures the strength of the consensus while the badge next to it carries the direction.
Strong Buy is a separate, stricter tier: at least three distinct channels calling buy and not a single seller. You can watch all of this live in the Terminal.
Measured creator accuracy
Profiles show each creator's call accuracy: the share of their calls where the price has moved in the called direction since the call date. We only score calls that are at least 7 days old and have price data, and we only display accuracy once a creator has at least 5 scored calls — below that, the number would be noise.
The performance vs S&P 500 chart simulates an equal-weight copy portfolio: every buy call becomes a position entered at the call date's close, compared against investing the same amounts into the S&P 500 (^GSPC) on the same dates. It answers one question honestly: would copying this creator have beaten just buying the index?
Price data
Charts use daily closing prices; the quote in the chart header is live with a few minutes of caching. Price history, accuracy and performance figures refresh with the twice-daily pipeline run.
What this data can not tell you
Everything on this site aggregates third-party opinions — it reflects what creators say, not what we recommend. A strong consensus can be wrong; finance YouTube has well-documented hype cycles, and our accuracy metric is directional (did the price move the called way), not a measure of risk-adjusted returns.
Coverage is limited to the channels we track, which skews toward US large caps and popular tech names. None of this is financial advice. If you spot an error — a misattributed call, a wrong ticker, a broken number — write to l@kutschka.at and we will correct it. Who runs this site is on the About page.