About MarketRank Research

MarketRank Research is the editorial name of MarketRank, the company behind marketrank.ai. MarketRank tracks the stock calls that finance creators make in YouTube videos, posts on X and newsletters, scores how those calls work out, and records the stock trades members of Congress disclose. Our articles report what that data shows.

How the articles are made

An article starts from an event in our data: an earnings report that several tracked creators covered, a week of creator calls, or a week of congressional disclosures. Software gathers the facts from our database into a fact sheet: the reported numbers, the creators' calls with their words quoted verbatim and linked to the source, and stored market prices. An AI model writes the article from that fact sheet and nothing else.

Software then checks every number, ticker, name, quote and link in the article against the fact sheet, and rejects the article if anything does not match. A second AI model reviews it for accuracy, clarity and our rules: no investment advice, no price predictions of our own, and creators named only as the source of their own views. Every article is then reviewed by a human editor at MarketRank, who approves it or sends it back, before it is published.

Sources

• Company results: SEC filings (Form 8-K earnings releases and the 10-Q and 10-K financial data).
• Creator calls: the videos, posts and newsletters of the creators MarketRank tracks, linked in each article.
• Congressional trades: Periodic Transaction Reports filed with the House Clerk and the Senate.
• Prices: daily closing prices stored by MarketRank; analyst views as last stored by MarketRank.

Read how MarketRank tracks and scores calls.

Corrections

If you find a mistake, email laz@marketrank.ai. We correct errors and note the correction on the article.

Not investment advice

Everything we publish is for information only. It is not investment advice, and MarketRank does not recommend buying or selling any security. The creators and members of Congress we write about speak for themselves.