# Monitor Lis Pendens real estate filings with Telegram: n8n workflow

> Started by an incoming Telegram message, and works across Telegram. It hands the judgement calls to Gemini and OpenRouter.

Source: https://millionrounds.com/workflow/monitor-lis-pendens-real-estate-filings-with-telegram (Millionrounds; every figure on the page links to its filing or article)

[Automation library](https://millionrounds.com/workflows) · [Alerts and monitoring](https://millionrounds.com/workflows?category=Alerts+and+monitoring#library)

# Monitor Lis Pendens real estate filings with Telegram

Started by an incoming Telegram message, and works across Telegram. It hands the judgement calls to Gemini and OpenRouter. 23 steps, 1 branch, 2 loops or waits: large, and worth reading before you trust it with anything live.

Large Calls a model: Gemini, OpenRouter

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fmonitor-lis-pendens-real-estate-filings-with-telegram)

**23 steps** Large: read it before trusting it with anything live

**1** Branch: places the flow splits

**2** Loops or waits

**1** Service it connects to

## The flow

Starts it 1 Model 8 Logic 10 Service 4

The steps in the order they run, from what starts it.

- 1 **Google Gemini** Lm Chat Google Gemini *Model*
- 2 **OpenRouter Model** Lm Chat Open Router *Model*
- 3 **OpenRouter Model1** Lm Chat Open Router *Model*
- 4 **User Sends Message to Bot** Telegram trigger *Starts it*
- 5 **Chatting With User** Agent *Model*
- 6 **Analyze Data & Format for Telegram** Agent *Model*
- 7 **Structured Output** Output Parser Structured *Model*
- 8 **Validate user Input** Agent *Model*
- 9 **Structured Output Parser** Output Parser Structured *Model*
- 10 **Answer the User** Telegram *Service*
- 11 **Split Out Generated Content** Split Out *Logic*
- 12 **Check For Input Type** Switch *Logic*
- 13 **Loop Over Items** Split In Batches *Logic*
- 14 **Send Alert** Telegram *Service*
- 15 **Calculate "To_Date"** Date Time *Logic*
- 16 **Today's Date** Date Time *Logic*
- 17 **Prevent Rate Limits** Wait *Logic*
- 18 **Format To_Date to Specific Format** Code *Logic*
- 19 **Calculate "From_Date"** Date Time *Logic*
- 20 **Send Lead Data to Telegram** Telegram *Service*
- 21 **Wait for Both Paths** Merge *Logic*
- 22 **Format From_Date to Specific Format** Code *Logic*
- 23 **Extract Lis Pendens Data** Browser Act *Service*

## How it's built

- **Starts on:** An incoming Telegram message
- **Steps:** 23, with 1 branch, 2 loops or waits
- **Size:** Large: read it before trusting it with anything live
- **Connects to:** Telegram
- **Model:** Gemini, OpenRouter

## Questions

What does it need to run?

An n8n account, plus your own Telegram account, and a key for Gemini and OpenRouter. You connect your own accounts after importing it; none are included.

What starts it?

It starts on an incoming Telegram message.

Does it use AI?

Yes. It calls Gemini and OpenRouter. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Take your time. At 23 steps it is large: read it before trusting it with anything live.

How do I import it?

Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.

**Before you run it**

Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 23 steps before you point it at anything that matters.

## Run it in n8n

- **Create your n8n account** Free to start. n8n is where the workflow runs. [Create an n8n account ↗](https://millionrounds.com/n8n)
- **Download the workflow** Free with a Millionrounds account. [Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fmonitor-lis-pendens-real-estate-filings-with-telegram)
- **Paste it into n8n** Open a new workflow in n8n and paste. Then connect your own accounts.

Stored with the author's traces removed: canvas notes, instance identifiers, saved credential names and any live document they had left behind.

## Connects to

Each opens the other workflows that use it.

[Telegram](https://millionrounds.com/workflows?service=Telegram#library)

## Workflows like it

Also alerts and monitoring, with the same services where possible, closest in size first.

- [**Categorize emails & get Telegram alerts with Azure OpenAI** 23 steps · calls a model · Email, Google Sheets](https://millionrounds.com/workflow/categorize-emails-and-get-telegram-alerts-with-azure-openai)
- [**Daily AI research summary from arXiv with Gemini and Notion** 23 steps · calls a model · Notion, Telegram](https://millionrounds.com/workflow/daily-ai-research-summary-from-arxiv-with-gemini-and-notion)
- [**Organize Gmail with OpenAI and Telegram** 23 steps · calls a model · Gmail, Telegram](https://millionrounds.com/workflow/organize-gmail-with-openai-and-telegram)
- [**Trello task management with Telegram and Supabase** 23 steps · Supabase, Telegram](https://millionrounds.com/workflow/trello-task-management-with-telegram-and-supabase)
- [**Analyze Binance Futures markets with OpenAI and Telegram** 22 steps · calls a model · Telegram](https://millionrounds.com/workflow/analyze-binance-futures-markets-with-openai-and-telegram)
- [**Filter breaking geopolitical news with Telegram** 22 steps · calls a model · RSS, Telegram](https://millionrounds.com/workflow/filter-breaking-geopolitical-news-with-telegram)