Copilot Shopify Apps – Reviews & Rating Trends
(Updated October 2026) Compare reviews and ratings for copilot Shopify apps and see which apps are gaining the most install momentum. Review counts are the closest proxy to actual installs — Shopify doesn't publish install numbers — so review velocity is one of the strongest signals of merchant adoption for copilot apps.
Copilot Shopify Apps — Full Reviews Table
All tracked copilot 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 |
|---|---|---|
 Sky Pilot ‑ Digital Downloads | 4207 | 4.9 |
 GPTLab—ChatGPT, Claude AEO/SEO | 317108 | 4.9 |
 Analytics Pro | By The Numbers | 82 | 4.9 |
 LiveChat: AI live chat by Text | 49 | 4.5 |
 Kedra: AI SEO & AEO Visibility | 482 | 4.8 |
 LLMS.txt Agent: AI SEO Traffic | 443 | 5.0 |
 Swap Discovery: GEO & AEO | 30 | 5.0 |
 Invoice Browse: B2B Invoicing | 18 | 4.6 |
 Comergent AEO Agentic Commerce | 13 | 4.7 |
 LenoChat:Live Chat &AI Chatbot | 12 | 5.0 |
Showing 1-10 out of 40
Key Insights:
- Sky Pilot ‑ Digital Downloads leads copilot apps with 420 total reviews — 103 more than GPTLab—ChatGPT, Claude AEO/SEO (317).
- Top 3 apps (Sky Pilot ‑ Digital Downloads, GPTLab—ChatGPT, Claude AEO/SEO, Analytics Pro | By The Numbers) hold 79.3% of all reviews across the top 10 tracked copilot apps.
- GPTLab—ChatGPT, Claude AEO/SEO is gaining reviews fastest this month (+108) — strong recent install momentum.
- 4 of 10 top-reviewed copilot apps gained new reviews this period; 0 saw no net additions.
Copilot Shopify Apps — Cumulative Review Trend
Monthly cumulative review count for the top 5 copilot 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 |
|---|---|---|---|---|---|---|
| Sky Pilot ‑ Digital Downloads | 3879 | 39811 | 41012 | 4133 | 4196 | 4201 |
| GPTLab—ChatGPT, Claude AEO/SEO | — | 35 | 11479 | 18773 | 28497 | 31733 |
| Analytics Pro | By The Numbers | 82 | 82 | 82 | 82 | 82 | 82 |
| LiveChat: AI live chat by Text | 46 | 482 | 491 | 49 | 49 | 49 |
| Kedra: AI SEO & AEO Visibility | 15 | 3722 | 414 | 465 | 482 | 48 |
Key Insights:
- Sky Pilot ‑ Digital Downloads's cumulative reviews grew from 206 to 420 over the charted period — 214 new reviews accumulated.
- Sky Pilot ‑ Digital Downloads's 420 cumulative reviews sit 8.8× above Kedra: AI SEO & AEO Visibility's 48 at the bottom of the plotted copilot set — a wide spread between long-running leaders and newer entrants.
- Sky Pilot ‑ Digital Downloads'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 — Copilot Shopify Apps
Race-style view of how the top 5 copilot 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 |
|---|---|---|
| Sky Pilot ‑ Digital Downloads | Not yet reached | 420 |
| GPTLab—ChatGPT, Claude AEO/SEO | Not yet reached | 284 |
| Analytics Pro | By The Numbers | Not yet reached | 81 |
| LiveChat: AI live chat by Text | Not yet reached | 49 |
| Kedra: AI SEO & AEO Visibility | Not yet reached | 47 |
Key Insights:
- 5 of the top 5 copilot apps haven't yet crossed 1,000 reviews — Sky Pilot ‑ Digital Downloads is closest at 420 cumulative.
⚠️ Data issue or feedback?
Reach out to us at [email protected].
Most-Reviewed Copilot Shopify Apps
Sky Pilot ‑ Digital Downloads leads copilot Shopify apps with 420 cumulative reviews and a 4.9★ average rating. GPTLab—ChatGPT, Claude AEO/SEO (317 reviews) and Analytics Pro | By The Numbers (82 reviews) round out the top 3. Combined, the top 3 apps hold 79.3% of all reviews across the top tier — a tight oligopoly where the leader's review flywheel is hard to break. Notable mover: GPTLab—ChatGPT, Claude AEO/SEO added the most new reviews this month (+108) — a strong recent install signal.
Sky Pilot ‑ Digital Downloads's 420-review base reflects long-running merchant adoption in copilot — a tenure signal for merchants who weight track record alongside current fit. GPTLab—ChatGPT, Claude AEO/SEO (317 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.
Copilot Shopify Apps — Long-Term Review Trends
Sky Pilot ‑ Digital Downloads accumulated 214 new reviews from Jan 2025 to Oct 2026, growing from 206 to 420 cumulative reviews — a steep addition rate for copilot apps. Across the top 5 plotted copilot 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.
Sky Pilot ‑ Digital Downloads's lead in cumulative reviews compounds in concentrated copilot 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 420 cumulative base.
Review Growth Velocity in Copilot — Which Apps Grew Fastest
None of the top 5 copilot apps tracked here have yet crossed 1,000 reviews. Sky Pilot ‑ Digital Downloads leads the set on current cumulative reviews with 420 — closest to the milestone, at roughly 42% of the way there.
With no app in this copilot set having crossed 1,000 reviews, the category is still in early adoption. Sky Pilot ‑ Digital Downloads is the closest to breaking out at 420 cumulative reviews — worth tracking its per-month review velocity to see whether it's on pace to cross the milestone first.
Top 5 Apps in Copilot
- Datablaze ‑ AB Testing Copilot — Has accumulated 6 reviews for copilot at a 5.0★ average.
- Chatrise: ChatGPT Copilot — Has accumulated 1 reviews for copilot at a 5.0★ average.
- LLMS.txt Agent: AI SEO Traffic — Has accumulated 44 reviews for copilot at a 5.0★ average.
- Dropshipping Copilot AI — Has accumulated 6 reviews for copilot at a 2.4★ average.
- Dynamic Mockups — Has accumulated 0 reviews for copilot.
Copilot Shopify Apps — Frequently Asked Questions
1. Which copilot app has the most reviews on Shopify?
Sky Pilot ‑ Digital Downloads has the most reviews among copilot Shopify apps with 420 total reviews, ahead of GPTLab—ChatGPT, Claude AEO/SEO at 317. Sort the table by Reviews (High to Low) to see the full ranked list.
2. How are reviews used to measure copilot 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 copilot 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 copilot app is gaining reviews fastest on Shopify?
GPTLab—ChatGPT, Claude AEO/SEO is gaining the most new reviews this month among copilot apps, adding 108 reviews in the past 30 days. Switch the table sub-tab to "Review Changes" to see all apps ordered by review velocity.
4. What is the average rating for top copilot Shopify apps?
The top 5 copilot apps average 4.8★ across 881 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.
5. How often are review counts for copilot 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.
