Fact Checking Workflow

OBJECTIVE: Cross-verify factual claims using INDEPENDENT data sources (not the same APIs the research used).

Step 1: Extract Claims

Identify specific factual assertions in the thesis:

Price targets and levels mentioned
Earnings figures, revenue numbers, growth rates
News events, announcements, dates
Comparative statements ("better than competitors")

Step 2: Verify Each Claim

For each claim, use your independent tools:

Use fetch_yfinance_news for financial stats (PE ratio, EPS, revenue growth) and recent news
Use search_web_exa for news events, announcements, lawsuits, regulatory actions

CRITICAL: These tools pull from DIFFERENT data sources than the research. If research says "EPS grew 22.9%" but Yahoo Finance shows different numbers, that's a discrepancy worth flagging.

Step 3: Classification

Fact Checking Workflow

OBJECTIVE: Cross-verify factual claims using INDEPENDENT data sources (not the same APIs the research used).

Step 1: Extract Claims

Identify specific factual assertions in the thesis:

Price targets and levels mentioned
Earnings figures, revenue numbers, growth rates
News events, announcements, dates
Comparative statements ("better than competitors")

Step 2: Verify Each Claim

For each claim, use your independent tools:

Use fetch_yfinance_news for financial stats (PE ratio, EPS, revenue growth) and recent news
Use search_web_exa for news events, announcements, lawsuits, regulatory actions

CRITICAL: These tools pull from DIFFERENT data sources than the research. If research says "EPS grew 22.9%" but Yahoo Finance shows different numbers, that's a discrepancy worth flagging.

Fact Checking

Fact Checking Workflow

Step 1: Extract Claims

Step 2: Verify Each Claim

Step 3: Classification

Fact Checking

Fact Checking Workflow

Step 1: Extract Claims

Step 2: Verify Each Claim

Step 3: Classification

Step 4: Compile Report

Output Format

Goplaces

Research Ops

Editor

Fact Checker

Deep Research

Academic Researcher