AttrFill: Category Attributes Shopify App: Pricing, Features & First-Adopter Watch
Key signals for AttrFill
AttrFill: Category Attributes launched on October 26, 2026. Shoplist is watching for its first storefront installs and tracking pricing in the meantime. Checked .
Sonar hasn’t detected AttrFill: Category Attributes on a store yet. Watching since its Oct 26, 2026 launch.
AttrFill on the Shopify App Store
Shoplist reads AttrFill’s App Store listing every day: where it ranks, what merchants say, what it charges and every edit it ships.
Where Shopify ranks AttrFill
Shoplist reads Shopify’s full category listings every day, so a climb or a slip shows up the day it happens.
AttrFill in Bulk editor, by day
#478 in Bulk editor on Nov 9, 2026.
Its best position on the Shopify App Store Bulk editor listing each day since Nov 9, 2026. Shaded days: the listing was not read in full, or AttrFill was not on the pages read.
What AttrFill charges
Free plan available. Every plan on its listing, and every price change Shoplist has caught, so you can see exactly how it packages and prices.
Free
Free
Pro
$9.99/month
Scale
$29.99/month
How AttrFill sells itself on the App Store
The pitch, integrations and features merchants see before they install: the positioning a competitor is betting on.
“Suggest blank product categories and attributes, review each with a score, and fill them in bulk.”
What it does
Many products have no Shopify category, or a category with attributes like color, material or target gender left empty. AttrFill reads your product text, suggests the category and the blank attributes, and shows each suggestion with a confidence score and the… Many products have no Shopify category, or a category with attributes like color, material or target gender left empty. AttrFill reads your product text, suggests the category and the blank attributes, and shows each suggestion with a confidence score and the words that led to it. Accept or reject suggestions one by one or in bulk. AttrFill only fills blanks and never overwrites values you set, and values it wrote can be restored for 30 days.
Features it lists
Screenshots
AttrFill listing facts
- Developer
- Jack Liu
- Launched
- October 26, 2026
- Shopify rank
- #478 in Bulk editor
- Languages
- English
Shopify stores using AttrFill
Shoplist is watching Shopify storefronts for the first public install of AttrFill.
How AttrFill’s install base is moving
Shoplist re-crawls the same storefronts, so every store that adds AttrFill, comes back to it or removes it shows up here. Stores found running it for the first time don’t count as installs.
Net stores, last 28 days
Not enough data: no observed days in the last 28
Reach
0%
of the stores Shoplist tracks
Big-brand share
Not enough data: fewer than 150 of its stores have a known size
Stores adding and removing AttrFill, by week
Not enough data: fewer than two complete weeks of observed stores.
Compare AttrFill
The apps in its App Store category, with the stores Shoplist detects on each and their listing ratings.
Alternatives to AttrFill
Apps merchants weigh against AttrFill: Category Attributes, with their own detected stores and ratings.
AttrFill vs Metafill
AttrFill vs Shelfmeadow
AttrFill vs Taxo
AttrFill vs beFound SEO
AttrFill vs Klarshelf
AttrFill vs 1tm
Follow the apps you compete with and decide which changes deserve action. See the competitor-monitoring workflow.
Seen on the storefront, not guessed
If Shoplist shows AttrFill on a store, it’s there. Every count on this page traces to code found on a live storefront, re-checked on every crawl.
Code-level
Found in the storefront’s own code
Shoplist matches the scripts, app blocks and pixels AttrFill loads on each live storefront. No surveys, no developer-reported numbers, no model guessing installs from review counts.
Re-checked, so the count stays current
Shoplist keeps crawling the same storefronts. A store that uninstalls AttrFill leaves the count on the next crawl, so you read today’s install base, not a high-water mark.
Daily
The App Store, read every day
Rank, reviews, pricing and every listing edit are captured daily, so a price change or a ranking slip shows up here the day it ships.
Two public sources, labelled on every section. Store data last checked .
Read the full methodologyQuestions about AttrFill
Straight answers from the same data as the rest of this page. The full store list answers the rest.
Has Shoplist detected stores using AttrFill: Category Attributes yet?
Shoplist has not yet found reliable public storefront evidence for AttrFill: Category Attributes. The page tracks first merchant evidence as it appears.
What does first-adopter watch mean?
It means Shoplist is monitoring launch context, first storefront-detectable merchant evidence, and pricing.
Can I get alerts when stores start using AttrFill: Category Attributes?
Yes. Create a watchlist to get alerted when Shoplist finds public merchant evidence for AttrFill: Category Attributes.
Go beyond AttrFill
Its closest rival, its developer and the charts it competes on, from the same data.
- AttrFill vs MetafillDetected stores, store movement, ratings and pricing side by side.
- Jack LiuEvery app Jack Liu publishes, with their detected reach.
- Top apps by categoryThe ten apps gaining the most detected installs in each category.
- All Shopify appsBrowse every app Shoplist tracks, by category, rating, and reach.
Keep watching AttrFill.
Get alerted on first storefront installs, review spikes, pricing changes, and listing edits.