Attributify vs Smart Feed
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 22, 2026 for Attributify, Oct 24, 2026 for Smart Feed.
The short answer
- Only Smart Feed lists a free plan. Paid plans start at $49/month for Attributify and $10/month for Smart Feed.
- Attributify lists 6 features Smart Feed’s listing doesn’t mention, including Custom dashboards, Custom filters, Custom ranking.
Head to head
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Starter
- · 2 product feeds (Google, Meta)
- · 25 mapping rules
- · Auto-sync via webhooks
- · Full audit log
- · Schema.org injection
- · Up to 1,000 products
Growth
- · All 4 product feeds
- · All Starter features
- · Unlimited mapping rules
- · Up to 5,000 products
Scale
- · All Growth features
- · MCP Server (AI agents)
- · Priority support
Free
Basic
Standard
Business
Platinum
Enterprise
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureMultiple vendors. Messy data. Invisible products. Attributify standardizes product attributes into clean metafields for AI shopping assistants, Google feeds, Amazon, Walmart, and storefront filters—without touching original vendor data. Create mapping rules (literal or regex). Apply to all products with one click. New products sync automatically. Fulfillment integrations stay intact. The AI commerce era is here.
Why Choose Smart Feed? Effortlessly sync your Shopify products with Google Merchant Center & Meta (Facebook & Instagram). Smart Feed offers automated hourly updates and manual sync options to keep your feeds accurate. Use advanced filters to create customized feeds based on product attributes like color, size, and sales status. Generate multiple feeds for better campaign control.
- Extract attributes from product options, tags, vendor, and collections.
- Mapping Rules — Literal or regex. Apply to all products in one click.
- Create mapping rules to standardize inconsistent values across your catalog.
- Multi-Platform Feeds — Google, Meta, TikTok, and AI shopping assistants.
- Create Multiple Feeds.
- Automated Data Syncing
- Add Google parameters
- Create Inventory Based Feeds
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 |  Attributify |  Smart Feed |
|---|---|---|
| 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 | Attributify | Smart Feed |
|---|---|---|
| App Store rating | Not published | 5.0 ★ |
| App Store reviews | Not published | 11 |
| New reviews, 28 days | Not enough data | 0 |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | Attributify | Smart Feed |
|---|---|---|
| Free plan | Not listed | Yes |
| Lowest paid monthly plan | $49/month | $10/month(ahead) |
| Longest free trial | 14 days | 7 days |
| Plans listed | 3 | 6 |
Listing
| Measure | Attributify | Smart Feed |
|---|---|---|
| Shopify category rank | #385 | #68 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Jan 23, 2026 | Apr 18, 2024 |
| Languages | 1 | 1 |
| Developer | Punde Commerce | Ozeefy |
FAQ
Attributify and Smart Feed: common questions
- Is Attributify or Smart Feed cheaper?
- Only Smart Feed lists a free plan. Paid plans start at $49/month for Attributify and $10/month for Smart Feed. 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?
- Attributify lists 6 the others don’t mention, such as Custom dashboards, Custom filters, Custom ranking, Filter display. 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 22, 2026 for Attributify, Oct 24, 2026 for Smart Feed; 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 22, 2026 for Attributify, Oct 24, 2026 for Smart Feed. 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.