Method and transparency

Who publishes

The company that will run the service is being formed; its name and address will appear here once registered.

The method, in plain words

Every trading evening, the app scores the roughly 2,000 largest US companies out of 100: the chart (trend, supports, momentum), the results (growth, margins, latest reports) and the potential (valuation, analyst views). These three families count for 85 points; up to 15 points are added or removed depending on the market context (leading theme, favourable sector or one to avoid).

The highest-scored stocks are then studied by an artificial intelligence (Claude, by Anthropic, or Gemini, by Google) from a file prepared by the app: recent press, official SEC filings, numbers and chart. The AI gives a verdict and writes the idea.

What the verdicts mean

Nugget: an idea judged solid, at the right time, with a quantified scenario. Flake: an interesting stock to watch, with no idea at this stage. Rejected: a warning sign or an insufficient reason.

The model's conviction index (out of 100) says how solid the model judges its reasoning. It is not a probability of gain.

The scenario rules

Every scenario follows the same fixed rules: an entry considered near a support, an invalidation level 15% below the entry, a +20% target, within 6 to 12 weeks. They come from a study of prices from 2017 to 2026.

Limits of this study: it covers companies listed today (those that disappeared are missing, which flatters the numbers), it counts no fees, taxes or currency effects, and the past does not predict the future.

The levels of an idea are the model's hypotheses, not orders.

Frequency

The screen runs every trading evening. Nuggets are rare, about one a week on average. The thesis status of each idea (intact, weakened, invalidated, scenario reached) is updated when a member asks for it; it is the same for everyone.

Data sources

Prices and history from Yahoo Finance; official SEC filings (EDGAR); public financial press; companies' quarterly reports. Each analysis cites its sources with a link.

Conflicts of interest

Get Nuggets is paid neither by the companies mentioned nor by any broker. Its only revenue is sales of the app. Any partners are paid on sales of the app, never on a stock.

Full history

The Track record follows every published idea until its target, its invalidation level or the end of its duration, winning or losing.

Report an error

Found an error in an analysis? Report it: we commit to checking and correcting it. Use the form below.

Write to Get Nuggets