|EARNINGS

Earnings quality screen

Earnings quality screen

Earnings quality screen

Screens a company's reported earnings for accounting red flags, and gives a verdict on how far the reported numbers can be trusted.

Run it

Claude/bigdata-earnings-quality-screen
ChatGPT@bigdata-earnings-quality-screen
Claude Code/bigdata-com:bigdata-earnings-quality-screen

Or ask in plain words. The skill starts when your request matches it.

Run it

Claude/bigdata-earnings-quality-screen
ChatGPT@bigdata-earnings-quality-screen
Claude Code/bigdata-com:bigdata-earnings-quality-screen

Or ask in plain words. The skill starts when your request matches it.

Overview

Short answer

Earnings quality screen is an earnings skill by Bigdata.com. It screens a company's reported earnings for accounting red flags, and gives a verdict on how far the reported numbers can be trusted. You give it a company name or ticker. You get an earnings quality screen with a verdict and inline citations.

You give

Company name or ticker

You get

An earnings quality screen with a verdict and inline citations.

Each note is grounded in Bigdata.com content: news, filings, earnings call transcripts and market data, with citations you can open.

  1. 01Cash conversion: operating and free cash flow against net income, over several periods
  2. 02Accruals and the balance-sheet accrual ratio
  3. 03Working-capital signals: DSO, DIO and DPO against revenue growth
  4. 04Revenue-recognition and capitalization flags
  5. 05The GAAP to non-GAAP gap, and what the add-backs are
  6. 06An optional Beneish M-Score, with the inputs shown
  7. 07A verdict on how far the numbers can be trusted

Try asking

Prompt 01

“Earnings quality screen for Super Micro Computer”

Prompt 02

“Are Palantir's earnings real?”

Prompt 03

“Check Boeing's cash conversion and accruals”

Open a prompt in Claude or ChatGPT, or copy it. Change the company or the quarter to your own. If Bigdata.com is not connected yet, the assistant helps you add it first.

Related skills

Earnings

Earnings digest

A full digest of a company's latest results: numbers against consensus, guidance, cash flow, surprises, analyst reactions, and what the quarter means for the bull and bear case.

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Equity research

Risk assessment

A full risk review of a company across six categories, from regulatory to governance, rated by likelihood and impact, with 10-K risk factors, recent 8-K events and a distress screen.

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Valuation

Valuation snapshot

What a company is worth and whether it is cheap or expensive: multiples against its own history and peers, what the current price implies, and a cheap, fair or rich verdict.

ClaudeChatGPTMicrosoft CopilotExplore

Install once, in the tool you use

One install adds every skill and the connection to Bigdata.com. Sign in with your Bigdata.com account; new accounts start with free credits.

Claude

Open the Bigdata.com plugin in the Claude directory (Customize → Plugins → Browse → Partners) and click Install. Sign in with your Bigdata.com account when asked. On Team and Enterprise plans, an admin adds the Bigdata.com connector first.

Open the plugin in Claude

ChatGPT

Go to Settings → Apps, click Add more, choose Bigdata.com and click Connect to sign in with your Bigdata.com account. The skills come with the app. On Business and Enterprise workspaces, an admin enables the app first.

Open in ChatGPT

Copilot Cowork

Open Customize in Microsoft 365 Copilot Cowork, search for Bigdata and click Install. Sign in with your Bigdata.com account when asked.

Open in Copilot Cowork

Claude Code

Create an API key on the Bigdata.com Developer Platform and add the Bigdata.com MCP server with it. Then run /plugins in Claude Code and install the Bigdata plugin from the official marketplace.

claude mcp add --transport http bigdata_com https://mcp.bigdata.com/ --header "x-api-key: YOUR_API_KEY"
Read the Claude Code guide

Skills produce research and analysis, not investment advice. Check every number before you act on it.

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