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Cavalry VS ViewForge

Compare Cavalry VS ViewForge and see what are their differences

Cavalry

A brand new motion design and animation application

Rating
0 reviews
Alternatives Is it good?
ViewForge

Year/Make/Model fitment search for Shopify. 8 verticals, Smart Parse, and your data in Shopify metaobjects — not a vendor database. Free tier, Pro at $49.

Rating
0 reviews
Pricing
Freemium Free trial $19 / Monthly ($19/month Starter 1,000 products, custom templates, CSV import)
Alternatives Is it good?
Panzoe
One AI Brain. One platform. Replace dozens of apps — daily briefings, voice, 25 AI assistants and optional Google, Microsoft, Notion & GitHub connections. sponsored
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Which is more popular?

Based on our record, Cavalry seems to be more popular. It has been mentioned 30 times since March 2021.

social mentions
30 vs 0
Design Tools popularity
100% vs 0%

Base details

Website, pricing, platforms and company facts side by side.

Cavalry
ViewForge
Website cavalry.scenegroup.co normalview.pro
Pricing
Official pricing
Freemium Free trial $19 / Monthly ($19/month Starter 1,000 products, custom templates, CSV import) Official pricing
Platforms —
Shopify
Company — Startup from the United States · 1 - 9 employees · 2026
Listed in
Design Tools Web App 3D Animation +1
eCommerce Tools Custom Search Fitment

About Cavalry and ViewForge

In their own words, as submitted to SaaSHub.

Cavalry
ViewForge

No description of Cavalry yet.

ViewForge is a Year Make Model (YMM) parts finder for Shopify. Shoppers pick their vehicle, machine or device from cascading dropdowns and see only the parts that fit. Fitment search works across eight verticals — auto, motorcycle, tractor, marine, power equipment, bicycle, printer and...

Read more about ViewForge

Features and specs

What each product offers, as listed by its team.

Cavalry 5 features
ViewForge 9 features
  • Ease of Use
    Cavalry offers a user-friendly interface that is intuitive and easy to navigate, making it accessible for beginners and efficient for experienced users.
  • Real-Time Collaboration
    Supports real-time collaboration features, allowing multiple team members to work on the same project simultaneously, enhancing productivity and teamwork.
  • Flexible Toolset
    Provides a wide range of tools and plugins that can be customized and extended to fit different types of animation and design needs.
  • Integration Capabilities
    Seamlessly integrates with other design and animation software, allowing for a smooth workflow across different platforms and tools.
  • Affordable Pricing
    Offers competitive pricing plans which are attractive for individuals and small businesses looking for professional animation software within budget constraints.

Possible disadvantages

  • Limited Advanced Features
    May lack some advanced features and capabilities that are available in more established or specialized animation software, which could be a limitation for very complex projects.
  • Learning Curve
    While the interface is user-friendly, mastering all the features and tools may require a learning curve, especially for users new to animation software.
  • Performance Issues
    Some users may experience performance issues or slower processing speeds when handling very large or intricate projects.
  • Dependency on Internet
    As a cloud-based platform, Cavalry's functionality may be limited or affected by the user's internet connectivity and speed.
  • Lack of Community Support
    Being a newer player in the animation software market, it may have a smaller user community, which can limit the availability of community-driven tutorials and peer support.
  • Fitment Information
    Cascading Year/Make/Model fitment search, up to four levels
  • Vertical integration nobody else has
    8 built-in vertical templates, plus custom templates on paid tiers
  • Shopify Metaobjects
    Fitment stored as native Shopify metaobjects — your data survives uninstall
  • Smart Data Processing
    Smart Parse: extract fitment from existing product titles and descriptions, with confidence scoring
  • CSV Import/Export
    CSV import with fuzzy matching and a coverage dashboard
  • ACES / PIES
    ACES / PIES import and NHTSA VIN decoding
  • My Garage
    Saved-vehicle garage, compatibility table, and product-page fit notice
  • Context Aware Fitment Search
    Collection-level fitment assignment
  • No Obligations
    Free tier with no expiry, up to 50 products

Videos

Walkthroughs and reviews on video.

Cavalry 2 videos + Add
ViewForge 1 video + Add

Cavalry Expert Rates 8 Horseback Fights In Movies And TV | How Real Is It?

More videos

  • - Cavalry Tutorial - Overview & Install Cavalry [1/8 Review Series]

ViewForge: YMM Search & Filter

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
Cavalry
ViewForge
100% 100%
Design Tools
0% 0%
0% 0%
eCommerce Tools
100% 100%
100% 100%
Animation
0% 0%
0% 0%
Custom Search
100% 100%

Questions & Answers

As answered by people managing Cavalry and ViewForge.

What makes your product unique?

ViewForge's answer:

Three things. (1) Data ownership: ViewForge writes fitment as Shopify metaobjects native to your store — most competitors store fitment in their own database. (2) 8 verticals out of the box: auto, motorcycle, tractor, marine, power equipment, bicycle, printer, electronics — most competitors are automotive-only. (3) Smart Parse: extract fitment automatically from your existing product titles and descriptions instead of re-typing everything.

Why should a person choose your product over its competitors?

ViewForge's answer:

Data ownership. Fitment lives in your Shopify metaobjects, so uninstalling does not take your compatibility data with it. Convermax, EasySearch and PartFinder all keep it in their own databases, and getting it back depends on their export tooling on the day you cancel.

Cost at the low end. The search widget, the compatibility table on the product page and the saved-vehicle garage are all on the free tier, up to 50 products, with no expiry. EasySearch puts the table and the garage behind its $75/month Premium plan. Convermax starts at $250/month.

Automotive and non-automotive coverage. Eight built-in templates, and fully custom templates from $19/month, for catalogs that do not decompose into Year/Make/Model at all.

How would you describe the primary audience of your product?

ViewForge's answer:

Shopify merchants whose customers need to know whether a part fits before they will buy it — and who do not have an engineer on staff to build that themselves.

Concretely: auto and truck parts retailers, powersports and motorcycle dealers, tractor and agricultural parts sellers, marine and outboard suppliers, small-engine and power equipment stores, bicycle and e-bike component shops, printer supply merchants, and electronics accessory sellers.

Catalog sizes run from a few dozen products on the free tier up into the tens of thousands; it is running in production on a catalog of roughly 40,000 SKUs. The common thread is not the industry — it is that "does this fit my thing" is the question deciding the sale.

What's the story behind your product?

ViewForge's answer:

ViewForge came out of agency work. Normal View was building for a parts retailer running roughly 12,000 SKUs who needed fitment search, and every app we evaluated stored the merchant's compatibility data in the vendor's own database.

That is a strange trade when you look at it directly. Fitment data is genuinely expensive to produce — it is weeks of work — and the merchant would not own the result. It would belong to whichever app happened to be installed that year.

Shopify metaobjects made a different answer possible: write fitment as native structured data inside the merchant's own store. The theme reads it, the Storefront API queries it, Admin GraphQL exports it, and it is still there after an uninstall. That decision is what the rest of the app is built around.

Everything else came from real catalogs rather than a roadmap. Eight verticals exist because a tractor catalog is not Year/Make/Model. Smart Parse exists because that retailer had already written fitment into 12,000 product titles, and nobody was ever going to retype them.

Which are the primary technologies used for building your product?

ViewForge's answer:

  • TypeScript
  • Shopify metaobjects, as the fitment data store
  • Shopify theme app extensions for the storefront components: fitment search, saved-vehicle garage, compatibility table, product-page fit notice
  • Shopify Storefront API, for querying fitment from the theme
  • Shopify Admin GraphQL API, for writing and exporting fitment records
  • NHTSA vehicle database, for VIN decoding
  • ACES and PIES XML parsing, for automotive catalog import

User comments

Share your experience with using Cavalry and ViewForge. For example, how are they different and which one is better?

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Social recommendations and mentions

Recommendations tracked on public social media and blogs since March 2021.

Cavalry 30 mentions
ViewForge 0 mentions
  • Building a New Flash
    I get that Flash hit a sweet spot. I'm not sure I get why nothing has really replaced it. There are other apps that give you animated vector graphics, in an IDE, with coding. Here's 2? https://rive.app/editor... - Source: Hacker News / 7 months ago
  • From Motion designer to Full Stack developer
    Motion design can be done through plenty of softwares. Blender, Cavalry, Davinci Resolve … to name a few. But the market monopoly stands with After Effects (AE). AE is irreplaceable. People will talk about all the alternatives,... - Source: dev.to / over 1 year ago
  • Adobe users are outraged over vague new policy's AI implications
    You may want to edit your list to remove Figma since the Adobe acquisition is no longer happening :) And perhaps a combination of https://cavalry.scenegroup.co and https://www.blackmagicdesign.com/products/fusion could be After Effects... - Source: Hacker News / over 2 years ago

View more

Tracking ViewForge since Aug 2026.

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