AI SMART FEED vs Smart specs
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 AI SMART FEED lists a free plan. Paid plans start at $20/month for AI SMART FEED and $5.99/month for Smart specs.
- AI SMART FEED lists 13 features Smart specs’s listing doesn’t mention, including AI mapping, Attribute filtering, Collection targeting.
Head to head
Free
- · 1 active feed
- · 500 products per feed
- · Google, Meta, and Google Local feeds
- · Sync every 24 hours
- · XML and CSV export
Standard
- · 2,000 products per feed
- · 5 active feeds
- · Custom labels and advanced filters
- · Sync every 6 hours
- · XML and CSV export
Platinum
- · 10,000 products per feed
- · Multi-currency Meta catalogs
- · Multi-currency feeds
- · Sync every 1 hour
- · Unlimited active feeds
Enterprise
- · Ad optimization (Google, Meta, all)
- · Every 1 hour sync
- · Metafield sync to Shopify
- · Multi-currency feeds
- · Unlimited Feeds
- · Unlimited Products
Starter
- · 20 templates
- · Custom names
- · Custom tooltips
- · Dynamic metafields
- · Suffix & Preffix
- · Template assignments
Growth
- · 75 templates
- · Custom names
- · Custom tooltips
- · Dynamic metafields
- · Suffix & Preffix
- · Template assignments
Scale
- · 250 templates
- · Custom names
- · Custom tooltips
- · Dynamic metafields
- · Suffix & Preffix
- · Template assignments
Unlimited
- · Custom names
- · Custom tooltips
- · Dedicated support
- · Dynamic metafields
- · Suffix & Preffix
- · Template assignments
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureSmart Feed turns your Shopify catalog into product feeds for Google Merchant Center, Meta Commerce Manager, Pinterest, TikTok Shop, and more. Use the guided wizard to filter by collection, or inventory, set variant rules, and add custom labels. Publish a public feed URL, paste it into your ad platform, and Smart Feed keeps products, and stock in sync on schedule.
Smart Specs helps merchants display product specifications in organized, easy-to-read tables on their storefront. Create customizable templates that group product information into logical sections, making it easier for customers to find technical details and attributes. Assign templates to specific products, collections, or set a default template for all products.
- Google Shopping, Meta, and Google Local feed types with XML and CSV export
- Automated sync when products or inventory change — no daily CSV uploads
- Export rules: collections, filters, custom labels, and variant handling
- AI-optimized titles and descriptions with copy review workflow
- Create customizable specification templates that organize product information
- Assign specs to specific products, collections, or set a default template
- Display specifications as accordions, collapsible sections, or standard table
- Independent styling per platform ( mobile , tablet , desktop )
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 |  AI SMART FEED |  Smart specs |
|---|---|---|
| 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 | AI SMART FEED | Smart specs |
|---|---|---|
| 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 | AI SMART FEED | Smart specs |
|---|---|---|
| Free plan | Yes | Not listed |
| Lowest paid monthly plan | $20/month | $5.99/month(ahead) |
| Longest free trial | Not listed | 7 days |
| Plans listed | 4 | 4 |
Listing
| Measure | AI SMART FEED | Smart specs |
|---|---|---|
| Shopify category rank | #157(ahead) | #245 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Jul 17, 2026 | Feb 27, 2026 |
| Languages | 1 | 1 |
| Developer | Wlek | GHNAutomation |
FAQ
AI SMART FEED and Smart specs: common questions
- Is AI SMART FEED or Smart specs cheaper?
- Only AI SMART FEED lists a free plan. Paid plans start at $20/month for AI SMART FEED and $5.99/month for Smart specs. 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?
- AI SMART FEED lists 13 the others don’t mention, such as AI mapping, Attribute filtering, Collection targeting, Conversion tracking. 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.