AI-Powered Earnings Tracker

Pain Point

Following earnings season across dozens of tech companies means checking multiple sources and remembering report dates. You want to stay on top of AI/tech earnings without manually tracking every company.

• Earnings dates are hard to track: Different companies report on different days, sometimes after-hours.
• Manual searching is tedious: After each report, you search for results, read articles, and try to extract the key numbers.
• No personalization: Earnings calendars show hundreds of companies — you only care about 10-15.

What You Can Do

• Weekly Sunday preview: Scans the upcoming earnings calendar and posts relevant tech/AI companies to Telegram.
• Interactive selection: You pick which companies you care about, and OpenClaw schedules one-shot cron jobs for each earnings date.
• Automatic post-report summaries: After each report drops, OpenClaw searches for results and formats a detailed summary (beat/miss, key metrics, AI highlights).
• Company preference memory: Learns which companies you typically track and auto-suggests them each week.

Skills You Need

• web_search (built-in)
• Cron job support in OpenClaw
• Telegram topic for earnings updates

How to Set It Up

1. Telegram Topic

Create a Telegram topic called "earnings" for updates.

2. Configure the Prompt

Use the prompt above in your AGENTS.md or configure via Telegram. The workflow runs in two phases:

Phase 1 — Sunday Preview:

• Cron job at 6 PM every Sunday
• Searches upcoming earnings calendar
• Filters for your preferred companies (NVDA, MSFT, GOOGL, META, AMZN, TSLA, AMD, etc.)
• Posts the filtered list to Telegram

Phase 2 — Earnings Day:

• You reply with which companies to track
• OpenClaw schedules one-shot cron jobs timed to each earnings release
• After each report drops, searches for results
• Formats a summary: beat/miss, revenue, EPS, key metrics, AI-related highlights, guidance
• Posts to Telegram

3. Build Memory

Over time, OpenClaw learns which companies you typically track and auto-suggests them each week — so you just confirm instead of typing the list.

Key Insights

• One-shot crons are key: Instead of polling every hour, schedule a single job timed to the earnings release.
• AI highlights matter: For tech investors, the AI-specific highlights (datacenter revenue, model announcements) are often more important than top-line numbers.
• Memory reduces friction: After a few weeks, the system knows your watchlist and just asks for confirmation.

Related Links

• Earnings Calendar (Nasdaq)
• OpenClaw Documentation

Deploy with ShipClaw

Skip the setup — get a fully managed OpenClaw instance ready to run this use case.

Quick Start

1. Sign up for Starter Plan ($49/month)
2. Go to your Instances Dashboard and click Deploy New Instance
3. Once deployed, use the sample prompt above to configure your agent
4. Customize thresholds, schedules, and sources to fit your workflow