CausalFunnel DataScience vs Predflow: AI Growth Assistant
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 13, 2026 for CausalFunnel DataScience, Nov 3, 2026 for Predflow.
The short answer
- Only CausalFunnel DataScience lists a free plan. Paid plans start at $249/month for CausalFunnel DataScience and $129/month for Predflow.
- Predflow lists 24 features CausalFunnel DataScience’s listing doesn’t mention, including Abandoned cart, Activity tracking, AI insights.
Head to head
Increase Conversion using AI and Data Science
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
FREE
- · 1 dashboard user
- · Cookie-less analytics
- · Marketing performance with UTM
- · Up to 1,000 monthly unique visitors
GROWTH
- · 3 dashboard users
- · Cookie-less analytics
- · Marketing performance with UTM
- · SEO
- · Speed
- · Up to 5,000 monthly unique visitors
ENTERPRISE
- · 10 dashboard users
- · Cookie-less analytics
- · Marketing performance with UTM
- · Persona Predictor
- · Up to 15,000 monthly unique visitors
ENTERPRISE
- · Buying Intent
- · Cookie-less Analytics
- · Marketing performance with UTM
- · Nudges (Contact Us to Enable)
- · Persona Predictor
- · Unlimited dashboard users
Basic Plan
- · AI Segment Recommendations
- · AutoPilot (5 Segments)
- · Basic Dashboards
- · Campaigns
- · Custom Segmentation
- · Drag & Drop Automation Builder
Pro Plan
- · Advanced Dashboards
- · AutoPilot (Unlimited)
- · AutoSync to Meta
- · Basic +
- · Hyper Personalized nudges
- · Product specific Segments
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every feature1. Use Persona Predictors with Intent Mapping to boost your conversion. * Combine Personas with Ad Spends to acquire new paying customers. 2. Combine Personas with Ad Campaigns' UTM parameters to improve conversion. 3. Use Cookie-less, DeepID technology to know accurately your Return on Ad Spend metric.
Your AI-powered marketing analyst that never sleeps. Stop reconciling conflicting numbers from different platforms (Meta, Google, etc), and Shopify. Get true multi-touch attribution powered by D2C context. Know which campaigns drive real revenue and why. AI agents automatically detects drops/spikes, diagnoses root causes, and optimizes ad spend in seconds.
- High-accuracy intent prediction
- Automated personalized nudges (offers)
- Report Visitors Activities
- Automated AI Recommended Segments for your E-comm goals: Upto 3X campaign ROI
- Identify anonymous visitors abandoning your cart: 2X revenue from ATC automation
- High ROI, predictive audiences for any product/collection, available at a click
- Auto-update Meta Custom Audiences with qualified users, in real time
All the numbers
Every figure, side by side
A green dot marks the app ahead on a measured figure. Estimates, gaps and apps that leave no storefront trace never take the lead.
Adoption
| Measure |  CausalFunnel DataScience |  Predflow |
|---|---|---|
| Detected stores | Not published | 2 |
| Net store change, 28 days | 0 | 0 |
| Stores added, 28 days | Not enough data | Not enough data |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Not published | Not published |
| Top store countries | Not published | Not published |
Reviews
| Measure | CausalFunnel DataScience | Predflow |
|---|---|---|
| App Store rating | Not published | 5.0 ★ |
| App Store reviews | Not published | 4 |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | CausalFunnel DataScience | Predflow |
|---|---|---|
| Free plan | Yes | Not listed |
| Lowest paid monthly plan | $249/month | $129/month(ahead) |
| Longest free trial | Not listed | 21 days |
| Plans listed | 4 | 2 |
Listing
| Measure | CausalFunnel DataScience | Predflow |
|---|---|---|
| Shopify category rank | #487 | Not enough data |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Feb 3, 2022 | Feb 14, 2024 |
| Languages | 1 | 1 |
| Developer | DataScience@CausalFunnel | Predflow Analytics |
FAQ
CausalFunnel DataScience and Predflow: common questions
- Is CausalFunnel DataScience or Predflow cheaper?
- Only CausalFunnel DataScience lists a free plan. Paid plans start at $249/month for CausalFunnel DataScience and $129/month for Predflow. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
- What features does each app list that the other doesn’t?
- Predflow lists 24 the others don’t mention, such as Abandoned cart, Activity tracking, AI insights, Analytics dashboard. A feature missing from a listing may still be supported; this compares what each App Store listing says.
- Where does this comparison’s data come from?
- Shoplist crawls Shopify storefronts to detect which apps each store runs, and reads each app’s Shopify App Store listing for reviews, pricing, features and integrations. Store counts are as of Oct 13, 2026 for CausalFunnel DataScience, Nov 3, 2026 for Predflow; estimated figures are labeled.
How Shoplist compares apps
Store counts come from Shoplist’s crawl of Shopify storefronts, which detects the apps each store runs; they are as of Oct 13, 2026 for CausalFunnel DataScience, Nov 3, 2026 for Predflow. Reviews, ratings, plans, features and integrations come from each app’s Shopify App Store listing. 28-day figures are labeled when estimated, and a figure that is missing or estimated never decides who leads. Read the methodology.