FrankieAI Recommendations vs Reco ‑ Product Recommendations
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 14, 2026 for FrankieAI Recommendations, May 6, 2026 for Reco.
The short answer
- FrankieAI Recommendations lists 12 features Reco’s listing doesn’t mention, including AI recommendations, Analytics dashboard, Click-through rates.
Head to head
Powerful Upsell & Cross-Sell AI Product Recommendations App
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Merchant
- · All store pages
- · Analytics
- · Email personalization
- · For stores with sales up to $30k/month
- · Integrations +
- · Unlimited real-time recommendations
Professional
- · Everything in MERCHANT, plus
- · For stores with sales of $30-$99k/month
- · Independent A/B Test
- · Premium Support
Enterprise
- · Custom AI tuning
- · Everything in PROFESSIONAL, plus
- · For stores with sales of $99-$199k/month
- · One bill for multiple stores
Unlimited
- · API access
- · Everything in ENTERPRISE, plus
- · For stores with sales over $199k/month
- · Geo-location based AI personalization
Free
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureAI-powered visual-based product recommendation engine that shows highly relevant result across large amount of SKUs. Increase clickthrough from your marketing emails with showing highly personalized product emails through Klaviyo integrations. Increase sales, conversion rate, clickthrough rate, and ROI.
A smart product recommendation engine that helps customers make faster decisions, reducing buyer fatigue. Empower purchasing decisions based upon your customer shopping habits and trends. This real purchase data helps shoppers decide faster and guides them to your best-selling products, increasing upsells/cross-sells, average order value, and conversion rate (CVR). Help your customers decide faster.
- Personalized Recommendations
- Upsell conversions
- Cross-sell conversions
- Up and running in minutes with easy onboarding
- Build recommendations based on realtime and historical purchase data
- Monitor recommendation effectiveness with bespoke, customisable analytics
- Tailor to your storefront with customisable algorithm, presentation and styling
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 |  FrankieAI Recommendations |  Reco |
|---|---|---|
| Detected stores | Not published | Not published |
| 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 | FrankieAI Recommendations | Reco |
|---|---|---|
| App Store rating | 5.0 ★ | Not published |
| App Store reviews | 30 | Not published |
| New reviews, 28 days | 0 | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | FrankieAI Recommendations | Reco |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | $29/month | No monthly plan listed |
| Longest free trial | 15 days | Not listed |
| Plans listed | 4 | 1 |
Listing
| Measure | FrankieAI Recommendations | Reco |
|---|---|---|
| Shopify category rank | #689 | Not enough data |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Jun 14, 2019 | Apr 21, 2026 |
| Languages | 1 | 1 |
| Developer | App Cells LLC | Commera |
FAQ
FrankieAI Recommendations and Reco: common questions
- What features does each app list that the other doesn’t?
- FrankieAI Recommendations lists 12 the others don’t mention, such as AI recommendations, Analytics dashboard, Click-through rates, Conversion rates. Reco lists 6 the others don’t mention, such as Comparison table, Custom CSS, Mobile responsive, Product page. 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 14, 2026 for FrankieAI Recommendations, May 6, 2026 for Reco; 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 14, 2026 for FrankieAI Recommendations, May 6, 2026 for Reco. 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.