MerchantDeck AI vs RankPilot AI Advance
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 13, 2026 for MerchantDeck AI, Oct 14, 2026 for RankPilot AI Advance.
The short answer
- Only RankPilot AI Advance lists a free plan. Paid plans start at $39/month for MerchantDeck AI and $9/month for RankPilot AI Advance.
- RankPilot AI Advance lists 5 features MerchantDeck AI’s listing doesn’t mention, including Activity tracking, Custom dashboards, Event tracking.
Head to head
Growth
- · 30 focused audits every 30 days
- · 4 full-store audits every 30 days
- · 90-day audit history
Pro
- · 12 full-store audits every 30 days
- · 150 focused audits every 30 days
- · Weekly automated monitoring
Free
Starter
Growth
Pro
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureMerchantDeck AI reviews your catalog and store setup to surface practical growth opportunities. Run full-store or focused audits, review prioritized recommendations, approve or reject suggested actions, and keep an audit history for ongoing improvement. Automated monitoring helps teams catch issues early without replacing merchant control.
RankPilot AI Advance helps merchants improve product catalog quality with AI-powered product audits. The app scans product titles, descriptions, tags, SEO fields, inventory signals, and merchandising data to find weak or missing information. Merchants can review AI suggestions, approve or reject them, and apply selected improvements safely.
- Run full-store audits across products, collections, and storefront signals
- Launch focused audits for specific growth questions and priorities
- Review prioritized recommendations before taking action
- AI product audits for titles, descriptions, tags, SEO fields, and stock signals
- Approval-ready suggestions merchants can review, approve, reject, or apply
- Catalog quality scores to quickly find weak or incomplete products
- Product and suggestion dashboards for faster merchandising decisions
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 |  MerchantDeck AI |  RankPilot AI Advance |
|---|---|---|
| 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 | MerchantDeck AI | RankPilot AI Advance |
|---|---|---|
| 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 |
Pricing
| Measure | MerchantDeck AI | RankPilot AI Advance |
|---|---|---|
| Free plan | Not listed | Yes |
| Lowest paid monthly plan | $39/month | $9/month(ahead) |
| Longest free trial | 14 days | 7 days |
| Plans listed | 2 | 4 |
Listing
| Measure | MerchantDeck AI | RankPilot AI Advance |
|---|---|---|
| Shopify category rank | #1604(ahead) | #1673 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Aug 21, 2026 | Jul 24, 2026 |
| Languages | 1 | 1 |
| Developer | MerchantDeckAI | AlsanLab |
FAQ
MerchantDeck AI and RankPilot AI Advance: common questions
- Is MerchantDeck AI or RankPilot AI Advance cheaper?
- Only RankPilot AI Advance lists a free plan. Paid plans start at $39/month for MerchantDeck AI and $9/month for RankPilot AI Advance. 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?
- MerchantDeck AI lists 1 the others don’t mention, such as Historical analysis. RankPilot AI Advance lists 5 the others don’t mention, such as Activity tracking, Custom dashboards, Event tracking, Marketing attribution. 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 for MerchantDeck AI, Oct 14, 2026 for RankPilot AI Advance; 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 for MerchantDeck AI, Oct 14, 2026 for RankPilot AI Advance. 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.