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Hex VS ViewForge

Compare Hex VS ViewForge and see what are their differences

Hex

Hex is a modern data platform for data science and analytics. Collaborative notebooks, beautiful data apps and enterprise-grade security.

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?
Lucris
Financial decision-making for Shopify brands, connecting sales and marketing to show what drives profit - and what to do next. 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, Hex seems to be more popular. It has been mentioned 9 times since March 2021.

social mentions
9 vs 0
AI popularity
100% vs 0%

Base details

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

Hex
ViewForge
Website hex.tech 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
Application And Data Libraries Data Science Tools Data Science And Machine Learning Python Tools +2
eCommerce Tools Custom Search Fitment

About Hex and ViewForge

In their own words, as submitted to SaaSHub.

Hex
ViewForge

No description of Hex 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.

Hex 5 features
ViewForge 9 features
  • Collaboration
    Hex provides a collaborative environment where data scientists, analysts, and other stakeholders can work together in real-time, enhancing teamwork and improving productivity.
  • Integration
    Hex integrates well with various data sources and platforms, making it easier to pull in data from different systems and analyze it within a single interface.
  • Visualization
    The platform offers robust visualization tools that allow users to create interactive and insightful data visualizations, helping to communicate findings effectively.
  • User-friendly Interface
    Hex is designed with an intuitive and user-friendly interface, making it accessible for both technical and non-technical users to perform data analysis.
  • Version Control
    The platform includes version control features, which helps teams to track changes, revert to previous versions, and manage project iterations efficiently.

Possible disadvantages

  • Learning Curve
    Users may encounter a learning curve when getting started with the platform, especially if they are not familiar with data analysis tools or collaboration software.
  • Resource Intensive
    Running complex data analyses on Hex might require significant computing resources, which could be a limitation for teams with constrained budgets or infrastructure.
  • Limited Customization
    While Hex offers a variety of features, there might be limitations in terms of customization and flexibility to tailor the platform to specific organizational needs.
  • Dependence on Internet
    Being a cloud-based service, Hex requires a reliable internet connection to function effectively, which might be a challenge in areas with limited connectivity.
  • Cost
    The subscription and usage costs associated with Hex can be a concern for smaller organizations or startups that need to manage their budgets carefully.
  • 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.

Hex 0 videos + Add
ViewForge 1 video + Add

No Hex videos yet. You could help us improve this page by suggesting one.

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
Hex
ViewForge
100% 100%
AI
0% 0%
0% 0%
eCommerce Tools
100% 100%
100% 100%
Analytics
0% 0%
0% 0%
Custom Search
100% 100%

Questions & Answers

As answered by people managing Hex 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 Hex and ViewForge. For example, how are they different and which one is better?

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Reviews and articles

External articles and on-site reviews we used to compare the two products.

Hex no reviews yet
ViewForge no reviews yet

We have no reviews of ViewForge yet. Be the first one to post

Social recommendations and mentions

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

Hex 9 mentions
ViewForge 0 mentions

View more

Tracking ViewForge since Aug 2026.

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