CoffeeRx vs Pilot: Personal Shopper
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 13, 2026.
The short answer
- Only Pilot lists a free plan. Paid plans start at $14.99/month for CoffeeRx and $6.99/month for Pilot.
- Pilot lists 4 features CoffeeRx’s listing doesn’t mention, including Click-through rates, Conversion rates, Funnel performance.
Head to head
CoffeeRx Pro
- · Customize button, colors & position
- · Matched on flavor, strength & brew
- · Merchant dashboard with taste insights
- · Mobile-ready, works with any theme
- · Recommends products from your catalog
- · Remembers returning shoppers' profiles
Free
- · All recommendation sets
- · Guided product finder
- · Up to 3 finder questions
Starter
- · 90-day analytics history
- · Everything in Free
- · Up to 5 finder questions
Growth
- · Comparison analytics
- · Everything in Starter
- · Up to 8 finder questions
Pro
- · Dedicated founder onboarding
- · Everything in Growth
- · Priority support (email + WhatsApp)
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureCoffeeRx adds a personalized coffee finder to your Shopify store. Shoppers answer 6 quick questions about flavor, strength, style, and brew method, and the app recommends products from your catalog with a short explanation for each match. They can save their profile in their browser for return visits. Customize the button, colors, and placement in the theme editor.
Most storefronts leave shoppers digging through menus. Pilot guides them. Build a finder quiz where each answer maps to your collections and budget bands, and Pilot shows real, in-stock products pulled live from your catalogue. Add native recommendation sets: recently viewed, related and popular products, with add-to-cart built in. Every result is a genuine product from your store, never invented or out of date.
- 6-step taste guide matches each shopper to coffees from your catalog
- Every recommendation is a product you sell, with a reason it suits them
- Shoppers can save their taste profile in their browser for return visits
- Custom button label, colors, and position to match your storefront
- Guided finder quiz - each answer maps to a collection and budget range
- Live product matching from your own catalogue, always real and in stock
- Native recommendations: recently viewed, related and popular product sets
- Add to cart inside the widget via the Ajax cart, with no page reload
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 |  CoffeeRx |  Pilot |
|---|---|---|
| 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 | CoffeeRx | Pilot |
|---|---|---|
| App Store rating | Not published | Not published |
| App Store reviews | Not published | Not published |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
FAQ
CoffeeRx and Pilot: common questions
- Is CoffeeRx or Pilot cheaper?
- Only Pilot lists a free plan. Paid plans start at $14.99/month for CoffeeRx and $6.99/month for Pilot. 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?
- CoffeeRx lists 1 the others don’t mention, such as Pop-ups. Pilot lists 4 the others don’t mention, such as Click-through rates, Conversion rates, Funnel performance, Product page upsell. 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; 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. 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.