AI-NATIVE RETENTION FOR E-COMMERCE

Stop guessing who to email next.

Praevidens learns what every customer buys, how often they buy it, and when to send them their next offer — with a real discount code that works at checkout.

no demo calls · built for Shopify · WooCommerce and CSV import on the roadmap
PAST
NOW
PREDICTION, NOT REPORTING.
app.praevidens.ai

A demo store with synthetic customers; the traffic and Meta Ads figures come from a live store. Who is due to reorder → a personal offer with a real code → you approve before anything is sent.

THE PROBLEM

Three problems every e-commerce operator knows by heart

You already have the customers. You already have the data. But the gap between knowing and doing is where the revenue dies.

01

Your data lives in three places that never agree

Shopify says one number. GA4 says another. Meta Ads claims the credit for both. You spend Monday morning reconciling spreadsheets instead of growing the business.

02

Retention is manual — or it doesn't happen at all

You know there are customers who haven't bought in 90 days. You know which ones used to buy your moisturizer every month. But writing personal emails to 47 of them this week? It never gets done.

03

Most 'AI' tools explain — they don't act

An AI chat on top of your dashboard can tell you what happened last month. It won't find the customers who are due this week, write to each of them, and check later which offers actually worked.

THE SOLUTION

A retention platform that acts on the data — and records what worked

Praevidens.ai is a retention platform built for action, not just observation. We analyze every customer's purchase pattern, predict when they're ready to reorder, generate a personalized email with a real Shopify discount code, and record whether they bought.

We don't ask the model what it thinks. We hand it the facts.

Before an offer is written, the facts about that customer are computed from your orders: their purchase cycle, the categories they buy, their price sensitivity, and how they answered earlier offers. The AI turns those facts into a message — it never invents the customer. The outcome of every offer is recorded and used the next time.

Computed facts, not the model's guesses.
WHAT YOU GET

Analytics + Intelligence + Action

THREE-WAY ATTRIBUTION

Attribution that finally makes sense

Stop arguing whether Meta Ads 'really' drove that sale. We show Meta Pixel claim, GA4 last-click, and Shopify first-touch side by side — plus an incrementality estimate. Truth in one view, with the math labeled. The 'untracked' row has a tooltip explaining each cause, so it's a tracking gap, not a mystery.

Meta Ads and three-way attribution are included from the Business plan.
Meta Ads tab: spend, Pixel purchases and ROAS next to blended ROAS and the share of Pixel conversions GA4 confirms
CUSTOMER PORTRAIT

Every offer knows how the last one went

Each customer's portrait is computed from facts: what they buy, how often, at what discount, and how they answered earlier offers. The outcome of every offer - redeemed, ignored, or bought without the code - is written back against that customer and travels into the next decision as recorded fact, not inference.

Everything is computed inside your own tenant. Nothing is pooled across stores.
Customer profile: orders, lifetime value, average order, cumulative value over time and the products they buy most
CONSUMER INTELLIGENCE

Your retention queue, ready every morning

Every morning your dashboard shows the customers due to reorder, sorted by urgency. Click 'Generate' and the AI writes a personalized email referencing their actual purchase history, with a discount inside the limits you set for each type of offer. You approve, the system creates a real Shopify discount code, sends the email, and tracks conversion. The system always asks before sending.

30-day cooldown per customer. Idempotent sends. Real discount codes, not fake strings.
Consumer Intelligence: customers at risk, overdue and due soon, offers sent and converted by type
DIRECT SEND

Direct send, not 'export to your email tool'

Configure your SMTP once (any provider — SendGrid, Zoho, Mailgun, Postmark) and Praevidens sends straight from your domain with your branding. Real Shopify discount codes are created for each customer, single-use. From AI generation to delivered email in two clicks.

Per-tenant branding. Customizable discount validity. Idempotent re-sends.
Offer preview: the personal email, its discount code and the reasoning behind the offer, before anything is sent
THE CLOSED LOOP

Six steps. Zero exports.

01
Customer places an order
Orders arrive from Shopify as they happen. History is imported on day one.
02
We learn their cycle
Per-customer × per-product. Mean cycle, stability, confidence.
03
We build their portrait
Cycle, categories, price sensitivity and past offer outcomes — computed, not guessed.
04
AI generates an offer
The AI writes a personal email in your store's language, with a cross-sell hint.
05
You approve and send
Real Shopify discount code created automatically. Sent via your SMTP.
06
We track conversion
7-day window. The result is recorded against the customer and used for the next offer.
INSIDE THE PRODUCT

Every screen, from a live store

Screenshots from the pilot store with customer names, emails and the store name replaced. Click any screen to see it full size.

WHERE IT FITS

Most tools solve one slice. Praevidens combines all three.

Analytics OR attribution OR email — compare the alternatives:

TOOL
WHAT IT DOES
WHAT IT MISSES
$/MO
Triple Whale
DOESMTA, pixel tracking, Moby AI chat
MISSESNo RFM, no retention automation, no write-actions
$/MO$549–1,399
Polar Analytics
DOESClaude MCP, Personas, blending
MISSESNo repurchase prediction, no offer generation
$/MO$400–720+
Peel Insights
DOESBest RFM analytics on the market
MISSESNo MTA, no AI insights, no retention actions
$/MO$499+
Lifetimely
DOESLTV analytics, cohorts, Claude MCP
MISSESNo MTA, no Consumer Intelligence
$/MO$149–299
Klaviyo
DOESEmail automation, flows
MISSESNo store analytics, no AI offer generation
$/MO$50–500+
Praevidens.ai
DOESAnalytics + Intelligence + Action
MISSESBuilt as one product — not three integrations
$/MO$109–449
Other tools' features and list prices as published on their websites, June 2026.
→Three-way attribution (Pixel + GA4 + Shopify) shown side by side as a hero feature, not buried in settings.
→Repurchase Cycle Engine and AI Offer Generator in the same product — Peel does cycles, Klaviyo does email — Praevidens does both in one product.
→Every offer's outcome is recorded against the customer and used in the next offer.
→Real Shopify discount codes created automatically per customer — not 'export the code, paste it into Klaviyo'.
BUILT FOR TWO AUDIENCES

Direct e-commerce brands

$200K – $2M annual GMV
·Lean team of 1–3 in marketing or operations
·Already on Shopify (WooCommerce and CSV import on the roadmap)
·Tired of stitching together GA4, Meta, and Shopify exports
·Know retention matters but never get to it manually

→ Replace three tools with one. Every conversion is reported in three separate evidence classes, and only a redeemed code counts as proven.

Request early access

Performance marketing agencies

Managing 10–50 e-commerce clients
·Manual reporting eats half the analyst's week
·Retention is the upsell every client asks for — and no one delivers
·Need a tool that scales to many stores without 50 logins
·Margins depend on how many clients one analyst can serve

→ Unified dashboard across all clients. Consumer Intelligence turns retention from a service line into a productized offer.

For agencies →
IN PRODUCTION TODAY

Live with a European cosmetics retailer: one online store and 12 retail locations

3,293
orders analysed since July 2025
611
repeat customers out of 2,165
41
cross-sell pairs that survived an exact binomial test, out of 5,735 tested
540
customer × product cycles at actionable confidence, out of 6,945
Pilot data as of 15 October 2026; cross-sell test run on 4 August 2026. A named case study with attributed results will follow the pilot's first quarter of automated campaigns.

Ready to see who is due to reorder in your store?

Two minutes to fill in. A walkthrough on your own store data within 24 hours.

Praevidens.ai — analytics that don't just observe, they act. And record what worked.