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Daily Competitor Radar

Public channels → only significant business changes

A robot monitors abstract showcases, filters public signals, and collects a compact analytical summary

In short

Launches, prices, and new offers appear in dozens of public channels, but manual monitoring quickly turns into reading noise.

Outcome

A daily conveyor collects authorized public publications, highlights observable business events, merges duplicates, and sends a short summary with links to original sources.

How the automation runs

Trigger

Time for daily check of the public source list has arrived

Automation steps

  1. Retrieves only new publications from authorized public sources
  2. Distinguishes observable launches, prices, promotions, and positioning changes from noise
  3. Merges duplicates and saves a link to each confirmation
  4. Groups events by type and competitor
  5. Sends a compact summary and log of run completeness

Human check

A person approves the list of sources and checks important conclusions against the original source; the conveyor does not enter private channels and does not present an observation as proven causality.

Outcome

A daily conveyor collects authorized public publications, highlights observable business events, merges duplicates, and sends a short summary with links to original sources.

Automation diagram

The overall logic is public
Input
TriggerTime for daily check of the public source list has arrived
System
Step 1Retrieves only new publications from authorized public sources
System
Step 2Distinguishes observable launches, prices, promotions, and positioning changes from noise
System
Step 3Merges duplicates and saves a link to each confirmation
System
Step 4Groups events by type and competitor
System
Step 5Sends a compact summary and log of run completeness
Human
Human controlA person approves the list of sources and checks important conclusions against the original source; the conveyor does not enter private channels and does not present an observation as proven causality.
Outcome
Observable outcomeA daily conveyor collects authorized public publications, highlights observable business events, merges duplicates, and sends a short summary with links to original sources.

Using it

When to use it

There are many active public channels in the niche, and decisions on offers, prices, and content require regular market review.

How to verify

Each summary item leads to an accessible original source, duplicates are merged, internal channels are excluded, and an empty day honestly ends with a no-event message.

Tools

pythontelegramllmscheduler

Recipe details

Time1–2 eveningsDifficulty2 of 5Steps6Prerequisites3
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