AI-NATIVE RETENTION FOR E-COMMERCE

Stop guessing who to email next.

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

no credit card · built for Shopify · WooCommerce and CSV import coming soon
PAST62%
NOW82%
PREDICTION, NOT REPORTING.
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 start every conversation from zero

Triple Whale Moby, Polar Ask Polar, Lifetimely — they're chatbots with access to your data. None of them remembers what worked for a specific customer last month. None of them gets smarter over time.

THE SOLUTION

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

Praevidens.ai is the first 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 learn from whether they converted.

The longer you run it, the smarter it gets.

Every offer you send teaches the system — which categories your customers love, which discount rate makes them buy, which cross-sell they ignore. All of it accumulates in a per-customer Memory Graph that has to be earned, week by week, with your data. Month 1 is good. Month 3 is better. Month 12, your retention AI knows your customers more intimately than any human on your team ever could.

Memory that compounds is the moat no stateless chatbot can copy.
WHAT YOU GET

Analytics + Intelligence + Action + Memory

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.

Pixel coverage rises from ~30% to 60–70% once Meta CAPI is wired in.
MEMORY GRAPH

Your retention AI compounds in value

Every conversation with a stateless chatbot starts from zero. Praevidens never does. We remember what worked for each customer: which categories they love, which discount rate makes them buy, what their typical purchase cycle looks like. Every conversion teaches it. Every ignored email teaches it too. Month 3 beats Month 1. Month 12 beats Month 3.

Vector embeddings + semantic retrieval scale memory to 50,000+ nodes per store.
CONSUMER INTELLIGENCE

Your retention runs itself

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 dynamic discount calibrated to their CLV. 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.
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 Price Rules create real discount codes bound to specific customers with single-use limits. From AI generation to delivered email in two clicks.

Per-tenant branding. Customizable discount validity. Idempotent re-sends.
THE CLOSED LOOP

Six steps. Zero exports.

01
Customer places an order
Synced from Shopify hourly. Historical import on day one.
02
We learn their cycle
Per-customer × per-product. Mean cycle, stability, confidence.
03
We build their portrait
Memory Graph stores preferences, patterns, traits — not personal data.
04
AI generates an offer
Claude Sonnet writes a personalized email with 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. Result feeds back into Memory Graph. Next offer is smarter.
[ product screenshot — Consumer Intelligence / Offer Queue ]
dark UI · new brand · 16:9
WHERE IT FITS

Most tools solve one slice. Praevidens combines all three — with memory underneath.

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 + Memory
MISSESBuilt as one product — not three integrations
$/MO$99–399
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, no one does both.
Memory Graph with feedback loop — every offer outcome teaches the system. Stateless chatbots can’t catch up.
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. Recover 15–30% of would-be lost revenue through automated replenishment offers.

Start free trial

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
·White-label and reseller economics matter

→ 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 cosmetic retailer managing 12+ stores

2,000+
orders processed monthly through the platform
6,500+
customer × product cycles tracked
394
cross-sell affinity pairs discovered automatically
12+
stores under daily use by the retention team since early 2026
Named case study with attributed results available after the pilot's first quarter of automated campaigns.

Ready to see your retention engine run itself?

No credit card. 30 minutes to first data.

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