Institutional-grade research, readable by anyone.
TickerTalksAI is an AI-powered investment research platform. We publish research and insights — observations about markets, companies, and the investors who move them. We do not provide investment advice.
What we are
A research platform, in plain language
TickerTalksAI covers more than 5,000 US-listed stocks and ETFs. For each one, the platform maintains a research view: fundamentals in context, valuation against industry peers, earnings trajectory, analyst coverage, and what regulatory filings reveal about insider, institutional, and congressional activity in the name.
The goal is access. The raw material of institutional research — SEC filings, 13F holdings, estimate revisions, ownership changes — is public, but scattered and hard to read. We assemble it into one coherent, current picture per company and explain what the numbers show, without telling anyone what to do with them.
How it works
AI models, automated quality controls, human oversight
Our research content is generated by AI models. Those models analyze market data, company fundamentals, SEC filings (Form 4 insider transactions, 13F institutional holdings), congressional STOCK Act disclosures, and analyst estimates, and produce the written research, ratings context, and daily briefs you see across the platform.
Generation runs inside a pipeline with automated quality controls: source data is checked for freshness and reliability before it reaches a model, numerical claims are drawn from the underlying datasets rather than model memory, and outputs are screened against our editorial rules — including the rule that content describes and observes rather than recommends. The methodology, data pipeline, and those controls are designed and supervised by the team that operates the platform. Where data is missing or unreliable, we prefer showing nothing over showing a number we cannot stand behind.
Data sources
Where the numbers come from
Every figure on the platform traces back to a primary or licensed source:
Market data & fundamentals
Prices, financial statements, earnings history, and company profiles licensed from established financial data providers.
SEC EDGAR filings
Form 4 insider transactions and 13F institutional holdings, ingested as they are published by the SEC.
Congressional STOCK Act disclosures
Periodic transaction reports filed by members of Congress under the STOCK Act, surfaced with the disclosed size brackets and filing dates.
Analyst estimates
Consensus ratings, price targets, and forward estimates aggregated from published sell-side coverage.
AI-content disclosure
Our research is AI-generated
Research content on TickerTalksAI — company analyses, ratings context, morning briefs, and market commentary — is produced by AI models operating on the data sources above, under the quality controls described in the methodology section. It is not written by human analysts, and we do not present it as such.
All of it is research and information, not investment advice. The platform flags, surfaces, and reports what the data shows; it does not make recommendations, and nothing on the site should be read as a suggestion to take any action in any security. TickerTalksAI is not a registered investment adviser or broker-dealer. Investing involves risk, including possible loss of principal — see our full disclaimer.
Contact
Reach us
Questions about the platform, the data, or your account: [email protected]