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Endtest VS ViewForge

Compare Endtest VS ViewForge and see what are their differences

Endtest

The agentic AI platform for end-to-end test automation.

Rating
4.5 · 2 reviews
Pricing
Paid Free trial $175 / Monthly
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?
Graded Prompts
A curated marketplace for AI prompts, each human-reviewed and live-tested before it goes on sale. Skip prompt trial-and-error: buy working prompts for Midjourney, ChatGPT, Claude, and 26+ more models. Free options, paid from $2.99, plus subscriptions 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, Endtest seems to be more popular. It has been mentioned 8 times since March 2021.

social mentions
8 vs 0
Automated Testing popularity
100% vs 0%

Base details

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

Endtest
ViewForge
Website endtest.io normalview.pro
Pricing
Paid Free trial $175 / Monthly Official pricing
Freemium Free trial $19 / Monthly ($19/month Starter 1,000 products, custom templates, CSV import) Official pricing
Platforms
Browser Android iOS Web REST API Google Chrome Firefox Edge Safari Internet Explorer +7
Shopify
Company Startup from the United States · 20 - 49 employees · 2016 Startup from the United States · 1 - 9 employees · 2026
Listed in
Website Testing QA Automated Testing Testing DevOps Tools Software Development Web Development Tools Accessibility Testing API Testing Mobile Test Automation AI Tools IP Geolocation +9
eCommerce Tools Custom Search Fitment

About Endtest and ViewForge

In their own words, as submitted to SaaSHub.

Endtest
ViewForge

Endtest is an agentic AI platform for end-to-end test automation that helps teams create, run, maintain, and scale automated tests faster, without writing code. It combines a low-code testing interface with AI agents that can generate editable tests, assist with maintenance, import tests from...

Read more about Endtest

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.

Endtest 15 features
ViewForge 9 features
  • AI Test Creation Agent
    Generate editable automated tests from plain-language instructions, files, or imported test definitions.
  • Codeless Test Automation
    Endtest allows users to create automated tests without writing any code, making it accessible to users with limited programming skills.
  • Cross-Browser Testing
    The platform supports cross-browser testing, allowing users to ensure their applications work on various browsers like Chrome, Firefox, Safari, and Edge.
  • No-Code Test Automation
    Create, run, and maintain automated tests through an intuitive interface without writing code.
  • Self-Healing Tests
    Automatically recover from changed element locators to reduce broken tests and maintenance work.
  • Visual Testing
    Endtest offers visual testing capabilities which can automatically detect visual differences in the UI, helping to catch design-related issues.
  • Agentic AI Test Automation
    Use AI agents that can generate, adapt, and assist with automated tests across complex workflows.
  • AI Assertions
    Use AI to validate complex page content, behavior, or outcomes without writing detailed manual checks.
  • Email / SMS Testing
    Verify email and SMS flows such as signups, login codes, notifications, and confirmations.
  • PDF and File Testing
    Test file uploads, downloads, PDF content, and document-based workflows automatically.
  • Accessibility Testing
    Check applications for accessibility issues and help teams build more inclusive user experiences.
  • Geolocation Testing
    Run tests from different locations to validate localized content, regional behavior, and location-based flows.
  • Integration
    It supports integration with popular CI/CD tools like Jenkins, Travis CI, and CircleCI, streamlining the deployment pipeline.
  • User-Friendly Interface
    The interface is intuitive and user-friendly, making it easy for users to navigate and set up their tests.
  • Cloud-Based
    Being a cloud-based solution, Endtest allows users to execute tests without needing local infrastructure, improving scalability and flexibility.
  • 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

Analysis

An editorial look at what each product does well and who it suits.

Endtest
ViewForge

Overall verdict

  • Endtest is considered a good choice for teams seeking a reliable and straightforward test automation solution, particularly those who prefer a codeless approach. Its ease of use, combined with a robust feature set, makes it well-suited for various testing scenarios.

Why this product is good

  • Endtest is a user-friendly, codeless test automation tool that allows testers to create and execute tests without having to write complex code. It supports a wide range of platforms and technologies, which makes it versatile for most testing needs. It also offers features such as built-in test data management, parallel test execution, and integrations with CI/CD tools for streamlined workflows.

Recommended for

    Endtest is recommended for QA teams who are transitioning from manual to automated testing, organizations that lack extensive coding expertise within their testing teams, and companies that need to automate tests across multiple platforms quickly and efficiently.

No analysis of ViewForge yet.

Videos

Walkthroughs and reviews on video.

Endtest 3 videos + Add
ViewForge 1 video + Add

Endtest Visual Testing

More videos

  • - Endtest Self-Healing Tests
  • - Endtest AI Test Creation Agent

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
Endtest
ViewForge
100% 100%
Automated Testing
0% 0%
0% 0%
eCommerce Tools
100% 100%
100% 100%
Website Testing
0% 0%
0% 0%
Custom Search
100% 100%

Questions & Answers

As answered by people managing Endtest 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 Endtest 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.

Endtest 4.5 · 2 reviews
ViewForge no reviews yet

View more

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.

Endtest 8 mentions
ViewForge 0 mentions
  • Most CI Failures Are Environment Failures
    At Endtest, we have been working toward results that show the failed step, the surrounding logs, screenshots, and the information needed to investigate what happened. AI-assisted failure analysis can help suggest a likely cause, but it... - Source: dev.to / 2 months ago
  • The Framework Tax Is a Product Decision
    At Endtest, we have always believed that tests should remain human-readable and editable, even when AI helps create them. Features such as the AI Test Creation Agent are useful because they compress the tedious part without turning the... - Source: dev.to / 2 months ago
  • A Passing Browser Test Is Not an Explanation
    Whether you build your own stack or use a managed platform such as Endtest, the objective should be the same:. - Source: dev.to / 2 months ago

View more

Tracking ViewForge since Aug 2026.

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