Niches
Dental clinic patients from tourist chats
We filter urgent pain, implant, cleaning, crown and language-specific dentist requests.
- A patient in pain chooses the clinic that replies fast and can take them today.
- Medical intent often appears as “recommend someone”, not as a formal lead.
- Generic doctor discussions create noise around real demand.
Free early access
Request examples
- "Tooth pain, need dentist today"
- "Implants — recommend a clinic"
- "Where can a child get an urgent filling?"
- "Need cleaning and crown consultation"
Quality criteria
- Dental problem or procedure is named
- Urgency, location or doctor language is clear
- Message comes from a patient or parent
- Reviews without booking intent and clinic ads are excluded
What a workable request looks like
A manager does not need topic chatter. They need a message they can answer with a concrete offer: ask one clarifying question, name a price, show an option or move the contact into work.
- it is clear what the person is looking for and why
- timeline, budget, district, format or other working context is present
- the person is choosing a provider, product or consultation
- the message can go to a manager without reading the whole chat history
What we do not send to the work channel
The work channel should not become a second copy of the Telegram chat. It should skip noise that does not help a manager start a sale.
- listings and offers from providers themselves
- experience, rules and news discussions without a service request
- recommendations without a concrete client task
- messages where it is unclear what is needed, where and when
Where Filtent finds requests
Filtent monitors Telegram chats you provide yourself or selects sources by niche and geo. These are usually work, neighborhood, tourist, expat and niche chats.
The number of sources depends on the city, country and demand volume: some niches need 10–20 active chats, others use up to 200 sources.
How to connect your niche
Open the Filtent bot, pick niche 🚗 and city — we show sample requests and wire your team chat via /connect.
For core niches, filters are already built: demand phrases, stop-words and scoring are included upfront. Narrow niche customization is handled through a manager and agreed separately.
Which dental requests we catch
Medical intent often looks like a recommendation request. Filtent looks beyond the word “dentist” and checks for problem, procedure, urgency, doctor language or location.
- pain, filling, cleaning, crown, implants
- child, urgent, today, language-specific doctor
- district, clinic, consultation, approximate price