AI real estate demand capture

Turn Telegram
and social chatter
into listing flow

TALKREMOTE builds multilingual promo bots, listing reposting, lead replies, and intake routing for brokers, rental desks, and aggregators.

Telegram-first outreachLocalized promo botsLead routing in minutes
Promo Bots
English tone pack
Telegram groups
Fast native-looking replies, listing bumps, and broker-to-broker intro messages.
Facebook groups
Posts and comments tuned for local housing groups, neighborhood boards, and rental communities.
Instagram DMs
Shorter outreach for story replies, warm intros, and polished follow-up nudges.
WhatsApp and inbox follow-up
Once intent is clear, the bot hands leads into a tighter one-to-one conversation flow.
24/7
promo bot coverage
5
live language versions
<2 min
lead routing
3x
source visibility
What we build

A multilingual growth layer for listings

The system watches supply, republishes in the right voice, and keeps activity warm across the platforms where renters and brokers actually respond.

01

Source Capture and Indexing

Bots watch Telegram groups, Facebook posts, marketplace listings, and niche forums, then normalize every lead into one searchable pipeline.

Cross-platform scraping
Deduped listing records
Fast searchable database
Automatic source tagging
02

Telegram and Social Promo Bots

Telegram is the primary engine. Surrounding bots seed comments, answer DMs, revive threads, and redirect serious interest without looking mass-produced.

Telegram group replies
Facebook and Instagram prompts
Comment revival sequences
Lead intent handoff rules
03

Localized Copy and Tone Packs

Every language version gets its own rhythm, phrasing, and CTA logic so the offer reads like it was written for that audience first.

English, Spanish, Swedish, Russian, Arabic
Native-feeling post formats
Search tags by language
Platform-specific copy structure
04

Qualification and Routing

Once someone bites, the system qualifies budget, district, move-in date, and urgency, then routes the conversation to your team.

Budget and location capture
Priority scoring
CRM or inbox handoff
Human override at any step
Promo mesh

Telegram gets the center lane. Other channels amplify it.

We do not paste the same script everywhere. Each channel gets a different cadence, surface area, and response behavior.

English tone pack

Direct, helpful, lightly conversational. Strong for expat groups, landlord chats, and fast handoff replies.

Telegram groups

Fast native-looking replies, listing bumps, and broker-to-broker intro messages.

Facebook groups

Posts and comments tuned for local housing groups, neighborhood boards, and rental communities.

Instagram DMs

Shorter outreach for story replies, warm intros, and polished follow-up nudges.

WhatsApp and inbox follow-up

Once intent is clear, the bot hands leads into a tighter one-to-one conversation flow.

How it works

From scattered chatter to qualified conversations

01

Map the channels

We identify the groups, feeds, boards, and chat clusters where your supply and demand already live.

02

Tune each language

Every language pack gets its own copy logic, tone floor, and promotion style.

03

Launch the bots

Promo bots post, reply, boost visibility, and keep listings circulating at the right tempo.

04

Route the leads

Qualified conversations move into your team with context, priority, and source history attached.

Live Telegram-style preview

Need a studio near Sodermalm, max 12,000 SEK, move-in next month.

14:32

A few fresh rentals hit the expat and student groups this week. I can send the cleanest ones first and flag who usually replies the same day.

14:34
Intent matched -> budget + district + timing -> handoff ready
Human-like behavior engine

Promo bots that sound placed, not pasted

The reply model stays useful and casual, references the right local details, and moves the lead toward a clean handoff instead of forcing a hard sell.

Tone control
Delay windows
Local phrasing
Hand-off rules
Why it works

Bots are only useful if they feel native to the room

That is the whole point of the stack: real channel behavior, language-specific copy, and clean lead transfer when someone is ready.

Chat-native acquisition beats cold outbound
Localized tone builds trust faster
One system can operate across five language fronts
Automation keeps listings visible without operator churn
Better routing means less wasted team attention
Get started

Build a channel stack that actually matches your market

Private deployment, modular rollout, and direct access if you want to move fast.

Reach us directly

Telegram is the fastest route. Email works for longer briefs and deployment details.

How it starts

We review your target channels, choose the language packs, define the handoff logic, and launch a bot mesh that fits the way your market already talks.