Feedfly ‑ Product 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 Nov 7, 2026 for Feedfly, Oct 13, 2026 for Smart specs.
The short answer
- Only Feedfly lists a free plan. Paid plans start at $19/month for Feedfly and $5.99/month for Smart specs.
- Feedfly lists 7 features Smart specs’s listing doesn’t mention, including AI mapping, GTIN management, Product sync.
Head to head
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Free
- · Basic diagnostics
- · Basic feed customization
- · Feed export (XML)
- · Fully functional for small stores
- · Google or Meta feed (one platform)
- · Up to 50 products
Growth
- · Feed customization rules
- · Google + Meta feeds (both platforms)
- · Improved diagnostics & suggestions
- · Scheduled auto-sync
- · Stores actively running ads
- · Up to 500 products
Scale
- · 200 AI content generations/month
- · 50 AI image generations/month
- · Advanced feed rules (per platform)
- · Bulk AI optimization
- · Google + Meta feeds (both platforms)
- · Stores focused on ad performance
Pro
- · 1,000 AI content generations/month
- · 300 AI image generations/month
- · Advanced feed optimization controls
- · Google + Meta feeds (both platforms)
- · High-volume stores
- · Up to 10,000 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 featureMost Shopify stores push raw product data straight to Google and Meta — weak titles, missing GTINs, wrong images. The result: disapprovals, low ROAS, and wasted ad budget. Feedfly fixes this without touching your store. Build separate feeds for Google Merchant Center and Meta Catalog. Rewrite titles, swap images, add GTINs — nothing changes in Shopify. AI writes better titles and ad copy.
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.
- Customize product data for Google and Meta without editing your store
- Create new images, videos, product titles, descriptions, and ad-ready content
- Identify missing or weak feed data before export
- 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 |  Feedfly |  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 | Feedfly | Smart specs |
|---|---|---|
| App Store rating | 5.0 ★ | Not published |
| App Store reviews | 2 | 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 | Feedfly | Smart specs |
|---|---|---|
| Free plan | Yes | Not listed |
| Lowest paid monthly plan | $19/month | $5.99/month(ahead) |
| Longest free trial | 7 days | 7 days |
| Plans listed | 4 | 4 |
Listing
| Measure | Feedfly | Smart specs |
|---|---|---|
| Shopify category rank | #56(ahead) | #245 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | May 26, 2026 | Feb 27, 2026 |
| Languages | 1 | 1 |
| Developer | Feedfly | GHNAutomation |
FAQ
Feedfly and Smart specs: common questions
- Is Feedfly or Smart specs cheaper?
- Only Feedfly lists a free plan. Paid plans start at $19/month for Feedfly 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?
- Feedfly lists 7 the others don’t mention, such as AI mapping, GTIN management, Product sync, Real-time updates. Smart specs lists 3 the others don’t mention, such as Attribute mapping, Custom labels, Metafields. 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 Nov 7, 2026 for Feedfly, Oct 13, 2026 for Smart specs; 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 Nov 7, 2026 for Feedfly, Oct 13, 2026 for Smart specs. 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.