Catalog Crafter vs Stellaforge

Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Feb 19, 2026 for Catalog Crafter, Oct 13, 2026 for Stellaforge.

The short answer

    Head to head

    Open this comparison in ShoplistFree account. Every feature, store and change, side by side.
    Pitch
    —
    —
    Categories
    • Custom products - Other
    • Custom products - Other
    • Digital products
    Languages
    • English
    • English
    Launched
    Jan 26, 2026
    Jul 9, 2026
    Built for Shopify
    Not badged
    Not badged
    Reviews per month
    —
    —
    Detected stores
    0active installs
    0active installs
    Most common store size
    —
    —
    Top countries
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    Free options
    Free planFree trial
    Free planFree trial
    Monthly range
    —
    $29/month
    Plans
    Free
    Pro$29/month
    14-day free trial
    • · Celestial, editorial & classic styles
    • · Delivered via your order notification
    • · Unlimited branded birth-chart posters
    • · Your logo, company name & accent color
    Coverage
    0 of 0 features0%
    0 of 0 features0%
    Unique strengths
    —
    —
    000onlybothonly
    Catalog CrafterStellaforge0 features listed across both App Store listings

    Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.

    See every feature
    Works with also listed by another
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    How it sells itself

    Select which products to include, customize data fields and formatting to match marketplace or partner requirements, and generate exports on demand. When you update products in your store, your catalogs reflect those changes automatically.

    Add a personalized astrology product without the manual work. Add a birth-details block to any product page. When an order is paid, Stellaforge builds a print-ready birth-chart poster from the buyer's date, time, and place of birth, then delivers it as a digital download through your store's order notification. Every poster is made to order and carries your logo, company name, colors, and style.

    Key points
    • Create custom product catalogs with only the fields and products you need
    • Export to CSV, XML, or JSON formats compatible with any marketplace
    • Preview exports before downloading to ensure accuracy
    • Add a birth-details field to any product page, no theme code needed
    • Every paid order builds a branded, print-ready poster PDF automatically
    • Your logo, company name, colors, and style on every poster
    • Charts use precise astronomical calculations, not a generic star pattern
    Screenshots
    Home
    ExportsProducts
    Branding settings with logo, company name, accent color
    Three poster styles: celestial, editorial, and classicHow Stellaforge works, from order to delivery, in 3 stepsBirth details block on a product page for a poster

    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.

    Showing only the rows where the apps differ.

    Adoption

    MeasureCatalog CrafterStellaforge
    Detected storesNot publishedNot published
    Net store change, 28 days0estimated0estimated
    Stores added, 28 daysNot enough dataNot enough data
    Big-brand shareNot enough dataNot enough data
    Top store categoriesNot publishedNot published
    Top store countriesNot publishedNot published

    Reviews

    MeasureCatalog CrafterStellaforge
    App Store ratingNot publishedNot published
    App Store reviewsNot publishedNot published
    New reviews, 28 daysNot enough dataNot enough data
    Reviewers a year or more inNot enough dataNot enough data

    Pricing

    MeasureCatalog CrafterStellaforge
    Free planNot listedNot listed
    Lowest paid monthly planNo monthly plan listed$29/month
    Longest free trialNot listed14 days
    Plans listedNot published1

    Listing

    MeasureCatalog CrafterStellaforge
    Shopify category rank#182in Custom products - Other#122in Digital products
    Shopify App ChartsNot on this week’s chartsNot on this week’s charts
    Built for ShopifyNoNo
    LaunchedJan 26, 2026Jul 9, 2026
    Languages1English1English
    DeveloperKaribewMakSeong

    FAQ

    Catalog Crafter and Stellaforge: common questions

    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 Feb 19, 2026 for Catalog Crafter, Oct 13, 2026 for Stellaforge; 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 Feb 19, 2026 for Catalog Crafter, Oct 13, 2026 for Stellaforge. 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.