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Find clients on Telegram by intent, not keyword spam

Want to find clients on Telegram without bulk scraping or risky bots? Leadgram uses AI semantic search to pull high-intent buyers out of public Telegram conversations and rank them by how well they match what you sell.

Sample resultIllustrative example
  • NT

    Núria T.

    @nuria_flats_bcn

    Hot
    88intent score

    Barcelona short-term rental hosts· public group · 1h ago

    I just took on three more flats in Gràcia and can't keep up with changeovers. Looking for a cleaning team that handles linen too, from next week. Who do you use?
    • turnover cleaning
    • linen
    • 3 flats

    Why · Needs a turnover cleaning team with linen for three new flats, starting next week.

A client found on Telegram: the score, the source message and why it matched your offer.

Search for buying intent, not just words

Keyword bots flood you with anyone who happened to type a word — member dumps, noise, and ban risk. Leadgram reads the meaning behind public Telegram messages and finds people who are actually looking to buy.

Describe your offer in plain language and get back real prospects, each with a 0–100 match score, a short reason, the source group, and the exact message excerpt so you know why they fit.

Illustrative example
Barcelona short-term rental hostspublic group

  1. Jordi

    Guests left the kitchen in a state again, the cleaning took me two hours

  2. Anna

    Anyone know a cleaning service that does a deep clean and hands over keys to guests? Listing a new flat in Eixample in May.

    Buying intentHot · 84

  3. Marc

    We are a cleaning company, 10% off for new hosts! Check our channel

Every message here says “cleaning”, but only one person is looking to hire.

  • AI semantic search across public Telegram conversations

  • Every lead has a match score, reason, and source

  • Compliant by design — no Telegram login, no scraping, no bot

Example search — sign in free to run it

rental hosts looking for a turnover cleaning serviceRun this search
Or try:
Describe your client the way they describe their problem, and Leadgram searches public chats by meaning.

Turn matches into a workable client pipeline

Save searches to keep catching new intent over time, score leads to focus on the strongest fits first, then export to CSV and reach out on your own terms. Search analytics show which queries bring the best prospects.

It all runs on our intent engine — see how it works on the AI semantic search page and start finding clients in free beta.

  1. Step 1: Describe who you want

    Write your offer or buyer in plain words, in EN, RU or UK.

  2. Step 2: Get scored leads

    Each one has a 0-100 score, a reason and the source message.

  3. Step 3: Reply to the top first

    Open the strongest matches and write about their exact request.

  4. Step 4: Save and export

    Save the search to re-run it later, or export the list to CSV.

From a plain-language search to a client list you can work.

See also: AI semantic search

Frequently asked questions

How does Leadgram find clients on Telegram?

It applies AI semantic search to public Telegram conversations, identifying people who express buying intent and ranking each by a 0–100 match score with a clear reason.

Do I need a Telegram account or bot?

No. Leadgram is a web app with no Telegram login and no bot required. You search public conversations directly from your browser.

Is this different from a Telegram scraper?

Yes. Instead of dumping members or matching raw keywords, Leadgram surfaces high-intent buyers by meaning, which is more compliant and far less noisy.

Find your next leads in Telegram

Run a search, review scored matches with the reason they fit and the source group, and export a clean list — all from public signal, no Telegram login.

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