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Year2026

AvtoUMAI salesperson: consults the client and closes to a lead — 24/7 on site, VK and Avito

AvtoUM
avtoum.ru · AI salesperson · SaaS

AI salesperson: consults the client and closes to a lead — 24/7 on site, VK and Avito

LLMAI-агентCRMRealtime
avtoum.ru
Results panel
live metrics pulled from the project API
Dialog→lead conversion
0%
Funnel · month
Dialogs / mo34 687
Leads21 670
Leads over time
Dialogs by channel
СайтVKAvito
27
Business niches
63
Companies
3
Channels
1.6M
API tokens
01 / CHALLENGE

Challenge

SMBs lose leads: slow replies, silence at night, human factor and chat chaos. Heavy CRMs mean months of onboarding and overkill.

02 / HOW WE BUILT IT

How we built it

We built an AI salesperson on Russian and local LLMs: it handles 3 channels (site, VK, Avito), consults on services and products, handles objections and closes the client to a lead, runs a mini-CRM and streams live “Pulse” telemetry to the owner. All automation built-in — no Make/n8n. Live on day one, ~30 min setup.

03 / PROCESS

How we built it

1Architecture

FastAPI + PostgreSQL + Redis, one logic for all channels

2AI employee

An LLM for dialogs, a light model for topic classification

3Channels

Site · VK · Avito

4Telemetry

Realtime “Pulse”: presence, dialogs, leads, revenue

Tech stack
PythonFastAPIPostgreSQLRedisRU / локальные LLMVK/Avito APIUnisenderDocker
04 / RESULT

Result

In production: 63 companies across 27 niches. Per month the AI salesperson handles 34,687 dialogs and delivers 21,670 leads — 62% conversion; zero missed contacts. It works standalone — even for a business with no website; paired with the PortUM core it consults on the real catalog, stock and prices through the AgentUM profile.

34 687
dialogs/mo
21 67062%
leads
HOW IT HELPS YOU

How it helps you

Picture a shop where some clients slip away because your managers clock out at 6 p.m. — exactly when people get home from work ready to order. At night, on weekends and at peak hours the messages go unanswered and leak to competitors. AvtoUM closes that gap: it replies instantly around the clock, consults and closes the client to a lead — and in the morning you simply process ready leads.

Zero missed contacts: instant replies day and night — leads don’t leak to competitors.

Consults and sells by your services and prices — takes load off your managers.

Works where your clients are: site, VK, Avito — all visible to the owner in “Pulse”.

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