Coefficient for Sheets & Excel vs Pixel Theory Data Hub
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Sep 12, 2026 for Coefficient for Sheets & Excel, May 29, 2026 for Pixel Theory Data Hub.
The short answer
- Coefficient for Sheets & Excel lists 9 features Pixel Theory Data Hub’s listing doesn’t mention, including Checkout analytics, Custom reports, Data export.
Head to head
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureWith Coefficient, easily import your Shopify data into Google Sheets or Excel, and set your data on a refresh schedule to eliminate the need for manual CSV exports & imports into your spreadsheet. Common use cases include importing orders (inc. line item level details), products, variants, & inventory.
Pixel Theory Data Hub connects a merchant-authorized Shopify store to a Pixel Theory-managed analytics workspace. It syncs order, product, refund, revenue, cohort, and LTV data so merchants can review store performance in one reporting environment.
- Automatically sync your Shopify data into Google Sheets or Excel
- Import your orders, line items, products, variants, inventory, and other data
- Refresh data on an hourly or daily schedule
- Configure data alerts in Sheets that send an email or Slack message
- Sync order, revenue, refund, discount, tax, and shipping data.
- Track product, variant, SKU, quantity, and line-item performance.
- Support cohort and LTV reporting with customer-level metrics.
- Connect each store to a Pixel Theory-managed analytics workspace.
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 |  Coefficient for Sheets & Excel |  Pixel Theory Data Hub |
|---|---|---|
| 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 | Coefficient for Sheets & Excel | Pixel Theory Data Hub |
|---|---|---|
| App Store rating | 4.4 ★ | Not published |
| App Store reviews | 7 | Not published |
| New reviews, 28 days | 0 | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | Coefficient for Sheets & Excel | Pixel Theory Data Hub |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | No monthly plan listed | No monthly plan listed |
| Longest free trial | Not listed | Not listed |
| Plans listed | Not published | Not published |
Listing
| Measure | Coefficient for Sheets & Excel | Pixel Theory Data Hub |
|---|---|---|
| Shopify category rank | #154(ahead) | #770 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Jun 29, 2022 | May 29, 2026 |
| Languages | 1 | 1 |
| Developer | Coefficient - Data Exporter | Pixel Theory |
FAQ
Coefficient for Sheets & Excel and Pixel Theory Data Hub: common questions
- What features does each app list that the other doesn’t?
- Coefficient for Sheets & Excel lists 9 the others don’t mention, such as Checkout analytics, Custom reports, Data export, Forecasting. Pixel Theory Data Hub lists 2 the others don’t mention, such as Activity tracking, Loyalty analysis. 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 Sep 12, 2026 for Coefficient for Sheets & Excel, May 29, 2026 for Pixel Theory Data Hub; 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 Sep 12, 2026 for Coefficient for Sheets & Excel, May 29, 2026 for Pixel Theory Data Hub. 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.