Daily Recap Bot

Metaverse HQ

Telegram-based system that scrapes URLs, summarizes content, tracks market prices, and compiles a daily digest — running quietly every single day.

Built with:

Telegram · Google Suite · Airtable · OpenAI · X · Apify · Firecrawl

Metaverse HQ

Metaverse HQ: The Daily Recap, now in 15 seconds

Every evening for the past three years, Metaverse HQ has delivered a curated daily recap to multiple communities — a briefing read by over 500,000 people.

Until recently, producing it meant hours of gathering links, summarizing updates, and formatting everything for their readers.

Two months ago, we built them a Daily Recap Bot to handle the heavy lifting while keeping the editorial team in full control.

How The System Works

Throughout the day, MVHQ’s content staff drops URLs from articles and X posts into a dedicated Telegram channel.

The bot immediately:

  • Adds each URL to a structured database
  • Scrapes the linked content
  • Generates a short summary
  • Tracks sentiment
  • Pulls key bullet points
  • Runs entity recognition to surface important names, projects, and terms

By evening, the database contains all of the day’s curated links and summaries.

When the team is ready, they type !recap in Telegram. The bot then:

  • Compiles that day’s entries into a fully formatted daily recap
  • Preserves the brand voice MVHQ is known for
  • Sends it back in seconds, ready for last‑minute tweaks or direct publishing
Metaverse HQ Trading Discord

The Results

What once took hours now takes 15 seconds without losing the human touch.

The editorial team still chooses every story and shapes the final voice. They simply start with a recap that is already structured, summarized, and publication‑ready.

With the bot running, MVHQ keeps the evening recap sharp, timely, and consistent every day.

Why It Matters

Curation is a superpower when you have the right tools. The Daily Recap Bot does more than automate formatting. It turns MVHQ’s editorial workflow into a streamlined, AI‑augmented publishing engine that scales without sacrificing quality.

Metaverse HQ Trading Discord

Technical Details

The Daily Recap Bot runs on a curated, human-in-the-loop workflow:

  • Telegram as the command center for both link submission and recap generation
  • Custom Database to store daily content, enriched with summaries, sentiment scores, bullet points, and entity recognition
  • Airtable as the content database and learning system
  • Apify and Firecrawl for reliable content scraping from articles and X posts
  • OpenAI GPT-4 and Google Gemini for brand-voice-consistent summaries and recap formatting
  • Prompt Engineering to ensure tone matches MVHQ’s established editorial style
  • CoinGecko API for accurate market data

The system is triggered by the MVHQ content team — !recap compiles that day’s hand-picked stories into a ready-to-publish evening briefing in seconds.

This is what we build. Let’s make yours.

Ready to build your own system?

Free 30-minute consult. Real systems, no templates. Let's build something that fits your workflow.