Demand Forecasting Shopify Apps — Full Reviews Table
All tracked demand forecasting Shopify apps ranked by total review count, with new reviews gained vs 30 days ago and average rating. Filter by country and date range; sort by reviews or review velocity.
| App | Reviews | Rating |
|---|---|---|
 Printify: Print on Demand | 4,38661 | 4.7 |
 Printful: Print on Demand | 3,95771 | 4.7 |
 REZ Preorder, Back In Stock | 1,61352 | 5.0 |
 Gelato: Print on Demand | 1,03120 | 4.8 |
 EasyScan Inventory & Barcode | 37913 | 5.0 |
 Inventory Management ‑ Assisty | 3602 | 4.8 |
 Apliiq ‑ Print On Demand | 3323 | 4.8 |
 Stockie Inventory Management | 16912 | 4.9 |
 Inkedjoy ‑ Print On Demand | 1402 | 4.9 |
 Tapstitch: Print on Demand | 13311 | 4.8 |
Showing 1-10 out of 63
Key Insights:
- Printify: Print on Demand leads demand forecasting apps with 4,386 total reviews — 429 more than Printful: Print on Demand (3,957).
- Top 3 apps (Printify: Print on Demand, Printful: Print on Demand, REZ Preorder, Back In Stock) hold 79.6% of all reviews across the top 10 tracked demand forecasting apps.
- Printful: Print on Demand is gaining reviews fastest this month (+71) — strong recent install momentum.
- 10 of 10 top-reviewed demand forecasting apps gained new reviews this period; 0 saw no net additions.
Demand Forecasting Shopify Apps — Cumulative Review Trend
Monthly cumulative review count for the top 5 demand forecasting Shopify apps over the past year — a longitudinal view of which apps keep accumulating reviews and which have flattened.
Charts Data
| App | May 2026 | Jun 2026 | Jul 2026 | Aug 2026 | Sep 2026 | Oct 2026 |
|---|---|---|---|---|---|---|
| Printify: Print on Demand | 3,886194 | 4,036150 | 4,152116 | 4,254102 | 4,33682 | 4,38650 |
| Printful: Print on Demand | 3,419180 | 3,568149 | 3,706138 | 3,79892 | 3,89294 | 3,95765 |
| REZ Preorder, Back In Stock | 930145 | 1,129199 | 1,385256 | 1,504119 | 1,57167 | 1,61342 |
| Gelato: Print on Demand | 88751 | 93043 | 96232 | 98725 | 1,01528 | 1,03116 |
| EasyScan Inventory & Barcode | 3276 | 3369 | 34610 | 35711 | 37316 | 3796 |
Key Insights:
- Printify: Print on Demand's cumulative reviews grew from 1,620 to 4,386 over the charted period — 2,766 new reviews accumulated.
- Printify: Print on Demand's 4,386 cumulative reviews sit 11.6× above EasyScan Inventory & Barcode's 379 at the bottom of the plotted demand forecasting set — a wide spread between long-running leaders and newer entrants.
- Printify: Print on Demand's cumulative review lead compounds over time — an established review base acts as a trust signal for merchants comparing apps, and continued adoption keeps the review count climbing, a flywheel newcomers struggle to interrupt.
Fastest to 1,000 Reviews — Demand Forecasting Shopify Apps
Race-style view of how the top 5 demand forecasting Shopify apps reached 1,000 reviews — months since launch on the X-axis, cumulative review count on the Y-axis. Adjust the milestone or app set with the filters above.
Charts Data
| App | Months to Reach 1,000 Reviews | Current Review Count |
|---|---|---|
| REZ Preorder, Back In Stock | 13 | 1,607 |
| Gelato: Print on Demand | 62 | 1,026 |
| Printify: Print on Demand | 93 | 4,353 |
| Printful: Print on Demand | 109 | 3,937 |
| EasyScan Inventory & Barcode | Not yet reached | 374 |
Key Insights:
- REZ Preorder, Back In Stock reached 1,000 reviews fastest — in 13 months since launch.
- Gelato: Print on Demand crossed 1,000 reviews in 62 months — 49 months behind REZ Preorder, Back In Stock.
- EasyScan Inventory & Barcode is still building toward 1,000 reviews — currently at 374 cumulative.
Most-Reviewed Demand Forecasting Shopify Apps
Printify: Print on Demand leads demand forecasting Shopify apps with 4,386 cumulative reviews and a 4.7★ average rating. Printful: Print on Demand (3,957 reviews) and REZ Preorder, Back In Stock (1,613 reviews) round out the top 3. Combined, the top 3 apps hold 79.6% of all reviews across the top tier — a tight oligopoly where the leader's review flywheel is hard to break. Notable mover: Printful: Print on Demand added the most new reviews this month (+71) — a strong recent install signal.
Printify: Print on Demand's 4,386-review base reflects long-running merchant adoption in demand forecasting — a tenure signal for merchants who weight track record alongside current fit. Printful: Print on Demand (3,957 reviews) and the rest of the top tier carry meaningful adoption too, and feature scope, support, and current trajectory often matter more than raw review totals when choosing between established options.
Demand Forecasting Shopify Apps — Long-Term Review Trends
Printify: Print on Demand accumulated 2,766 new reviews from Jan 2025 to Oct 2026, growing from 1,620 to 4,386 cumulative reviews — a steep addition rate for demand forecasting apps. Across the top 5 plotted demand forecasting apps, the steepest ongoing slopes mark the ones still actively winning new merchants — absolute review counts matter less than recent acceleration when picking apps in a category that's still growing.
Printify: Print on Demand's lead in cumulative reviews compounds in concentrated demand forecasting categories: more reviews lift App Store rank, which drives more installs, which add more reviews — newcomers face a steep curve to catch up to the 4,386 cumulative base.
Review Growth Velocity in Demand Forecasting — Which Apps Grew Fastest
REZ Preorder, Back In Stock reached 1,000 reviews in 13 months since launch — the fastest ramp among the top 5 demand forecasting apps tracked here. Gelato: Print on Demand in 62 months, Printify: Print on Demand in 93 months, and Printful: Print on Demand took 109 months to cross the same milestone, a 96-month spread between the fastest and slowest in the set.
1 app on this chart hasn't yet crossed 1,000 reviews: EasyScan Inventory & Barcode at 374 cumulative reviews. EasyScan Inventory & Barcode is closest to the milestone — its current count puts it roughly 37% of the way to 1,000.
The 96-month gap between REZ Preorder, Back In Stock's and Printful: Print on Demand's time-to-1,000 highlights how unevenly product-market fit landed across this demand forecasting set — the leader found its merchant audience early, while late-rampers took multiple years to reach the same review depth. For merchants comparing these apps today, slower-ramping apps may have closed the functionality gap but still operate on smaller review bases.
Top 5 Apps in Demand Forecasting
- REZ Preorder, Back In Stock — Has accumulated 1,613 reviews for demand forecasting at a 5.0★ average.
- Inventory Management ‑ Assisty — Has accumulated 360 reviews for demand forecasting at a 4.8★ average.
- Stockie Inventory Management — Has accumulated 169 reviews for demand forecasting at a 4.9★ average.
- PriceBoostAI: AI Pricing — Has accumulated 10 reviews for demand forecasting at a 4.7★ average.
- EasyScan Inventory & Barcode — Has accumulated 379 reviews for demand forecasting at a 5.0★ average.
Demand Forecasting Shopify Apps — Frequently Asked Questions
1. Which demand forecasting app has the most reviews on Shopify?
Printify: Print on Demand has the most reviews among demand forecasting Shopify apps with 4,386 total reviews, ahead of Printful: Print on Demand at 3,957. Sort the table by Reviews (High to Low) to see the full ranked list.
2. How are reviews used to measure demand forecasting app popularity on Shopify?
Reviews are the closest publicly available proxy for install volume on Shopify — Shopify doesn't publish install counts, so cumulative reviews and review velocity are the standard way to measure adoption. For demand forecasting apps, this page shows total reviews, new reviews per month, and time-to-1,000 reviews so you can compare both established scale and current momentum.
3. Which demand forecasting app is gaining reviews fastest on Shopify?
Printful: Print on Demand is gaining the most new reviews this month among demand forecasting apps, adding 71 reviews in the past 30 days. Switch the table sub-tab to "Review Changes" to see all apps ordered by review velocity.
4. Which demand forecasting app reached 1,000 reviews fastest on Shopify?
REZ Preorder, Back In Stock hit 1,000 reviews in 13 months since launch — the fastest review ramp among tracked demand forecasting Shopify apps. Use the "Fastest to 1,000 Reviews" chart above to compare against other apps or change the milestone (5,000, 10,000, etc.).
5. What is the average rating for top demand forecasting Shopify apps?
The top 5 demand forecasting apps average 4.9★ across 11,297 combined reviews — a strong overall quality benchmark. Individual ratings appear in the table above; sort by Reviews to see how rating varies across the most-installed apps.
6. How often are review counts for demand forecasting apps updated on Shopify?
Review counts and rating data refresh weekly on this page. The Reviews Trend chart aggregates monthly intervals by default — switch to weekly granularity for shorter-term signals or yearly for macro trends.
