Prepare Telegram Messages for AI Topic Research
Lofomachines
Collect a structured sample of public GAINS Chat conversations for downstream AI topic research. Export message text, dates and source group labels as JSON or CSV, then use your own analysis tools. The task does not generate summaries or topic labels.
Input
Output fields
Sign up on Apify or log in
The Telegram Members Scraper Actor is ready to run with the inputs already set for "Prepare Telegram Messages for AI Topic Research". Sign up or log in and you'll land in Apify Console with a copy of this exact task.
Start the "Prepare Telegram Messages for AI Topic Research" task
The Telegram Members Scraper Actor will start running based on the input automatically. You can also change all the input fields, like telegram group urls, what do you want to collect?, and more, to match your specific use case.
Receive the "Prepare Telegram Messages for AI Topic Research" output
Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as notice, what to do next, message, and more.
Integrate into your workflow
The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Prepare Telegram Messages for AI Topic Research" task via API.
Integrate "Prepare Telegram Messages for AI Topic Research" into your workflow
Connect "Prepare Telegram Messages for AI Topic Research" with 100+ integrations, or run it via API or MCP.
Webhook
n8n
Make
Zapier
Airbyte
Keboola
IFTTT
Hubspot
GDrive
Gmail
Apify MCP
GitHub
Slack
LangChain
LlamaIndex
Flowise
Pinecone
OpenAI
Mastra
Clay