RU

Pick a theme

Warning: flashing colors

The “Acid” theme contains rapidly flashing colors. If you have photosensitive epilepsy, do not enable it.

CRM-driven sales

Deep-Marketing CRM Layer

Cleans your CRM, measures the funnel honestly and runs triggered outreach with a control group

CRM layer · pipeline
CRM hygieneopen issues:0fixed:
  • undated meeting ×2
  • duplicate ×1

New2

  • Lime₽85,000fixed
  • Nord Service₽120,000

Qualification2

  • Cedar₽210,000
  • Atlas₽64,000

Meeting booked2

  • Vector₽340,000fixed
  • Delta₽150,000

Meeting held1

  • Beacon₽275,000fixed

Deal1

  • Walnut₽480,000
  • VIPcooling VIP
  • at riskabandoned chat
  • churnedrepeat purchase

Campaign · VIP win-back

contact
control

budget · send window · kill switch · opt-out

Cumulative conversion

illustrative
  • contact
  • control
Demo data: names and amounts are fictional

The problem

In sales-driven companies, CRM reports lie: duplicates, unlogged meetings, untouched leads — and campaigns hit everyone alike.

How it works

  1. 01

    Mirror the CRM into its own database

  2. 02

    Normalise the data and flag hygiene errors: duplicates, meetings without a date

  3. 03

    Analyse the funnel, the managers and the objections

  4. 04

    Segments and triggers launch campaigns with a control group and measure the effect

Features

  • End-to-end funnel cohorts
  • CRM hygiene with the impact on each metric
  • A duplicates report on normalised phone numbers
  • An objection bank with approved replies
  • Segments, triggers and holdout campaigns

Platforms

Web apps

Stack

PythonFastAPISQLAlchemy asyncPostgreSQLRedisHTMXamoCRM APIRetailCRMWhatsAppTelegramLLMpytest

Results

17

analytics reports

1,874

objections classified

4–5×

faster reports

Let’s talk about your project

Tell me about your task — I reply within a day.