Report methodology

Market Research Agent creates educational stock research PDF reports for public-company ticker symbols. This page explains the report workflow, source categories, and limitations so readers and ad reviewers can understand what the service does and does not do.

Educational only. Reports are informational research summaries, not personalized financial advice, investment advice, price targets, or instructions to buy, sell, or hold any security.

Inputs

A user provides a public-company ticker symbol through Telegram. The production website does not collect brokerage credentials, account balances, portfolio holdings, risk tolerance, investment goals, or other information used for personalized investment recommendations.

Source categories

Public market data and technical indicators when available from configured data providers.
Public company and news context when available.
Options-chain context when available for the requested ticker.
Public social or sentiment signals when available and technically retrievable.

AI-assisted summarization

Reports use AI-assisted analysis to organize public data into a readable PDF. The system can make mistakes, omit context, or summarize stale or incomplete inputs. Users should verify important facts independently before relying on any report.

What reports intentionally avoid

No personalized portfolio recommendations.
No brokerage, custody, trade execution, or investment-management services.
No guarantee of performance, profit, accuracy, or completeness.
No use of nonpublic or insider information.

Samples and safety

Public sample PDFs are approved excerpts from past reports. They are provided to show format and readability, and action-oriented sections are intentionally omitted from public samples.