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Automate workflows with AI-powered API. Leverage AI API for automation in E-Commerce, Marketing, Content Management, HR Tech, Travel, and more.

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.

Website, pricing, platforms and company facts side by side.
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| Website | sharpapi.com | normalview.pro |
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| Company | Startup from the United Kingdom · 1 - 9 employees · 2023 | Startup from the United States · 1 - 9 employees · 2026 |
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In their own words, as submitted to SaaSHub.


Key Features Product Description Generation: SharpAPI generates detailed and engaging product descriptions and marketing introductions, reducing time and effort for e-commerce catalog management. Product Categorization: Automatically classifies products into relevant categories, enriching product...
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...
What each product offers, as listed by its team.


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


Overall verdict
Why this product is good
Recommended for
No analysis of ViewForge yet.
Walkthroughs and reviews on video.
SharpAPI.com Introduction - automate your workflows with an AI API
ViewForge: YMM Search & Filter
How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing SharpAPI and ViewForge.
SharpAPI's answer
SharpAPI stands out due to its versatility and comprehensive feature set designed to streamline various aspects of application development and automation. It is often referred to as an "AI-powered Swiss Army Knife" because it offers a wide range of capabilities, including product description generation, product categorization, sentiment analysis, SEO optimization, translation, content summarization, and more. This extensive functionality can be integrated into applications with just a few lines of code, making it a powerful tool for developers looking to enhance their applications efficiently
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.
SharpAPI's answer
Comprehensive Features: SharpAPI provides a wide array of features that cover various needs such as e-commerce product descriptions, review sentiment analysis, automated content creation, and translation into multiple languages. This breadth of functionality can reduce the need for multiple APIs.
Ease of Integration: With the ability to integrate with just two lines of code, SharpAPI simplifies the process for developers, saving valuable time and resources.
Scalability and Flexibility: SharpAPI offers different pricing plans, including options for high-volume users and customizable enterprise solutions. This flexibility ensures that businesses of all sizes can find a suitable plan.
Support and Documentation: SharpAPI provides extensive documentation and SDKs for popular programming languages, making it easier for developers to get started and integrate the API into their applications
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.
SharpAPI's answer
The primary audience for SharpAPI includes developers, software agencies and businesses in e-commerce, marketing, content management, HR tech, and travel sectors.
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.
SharpAPI's answer
SharpAPI is developed by A2Z WEB LTD, aiming to provide developers with a versatile and powerful tool to automate various tasks and enhance application functionalities. The API leverages advanced AI technologies to offer a broad range of features, positioning itself as a comprehensive solution for developers looking to integrate sophisticated capabilities into their applications quickly
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.
SharpAPI's answer
SharpAPI utilizes advanced AI and machine learning technologies to deliver its diverse range of features. It supports integration through REST API endpoints and provides SDKs for languages such as Laravel, PHP, and Flutter, ensuring compatibility with a wide range of development environments
ViewForge's answer:
SharpAPI's answer
While specific customer names are not disclosed, SharpAPI is utilized by businesses across various industries, including e-commerce, marketing, content management, HR tech, and travel.
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