
ManyChat
ChatBot
Landbot
Intercom
Botsify
Tidio
Dialogflow
The AI system that turns ad clicks into revenue — qualified, sold, and proven, autonomously.

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.

Which is more popular?
Based on our record, Chatfuel seems to be more popular. It has been mentioned 4 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | chatfuel.com | normalview.pro |
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| Platforms | ||
| Company | Startup from the United States · 2015 | Startup from the United States · 1 - 9 employees · 2026 |
| Listed in |
In their own words, as submitted to SaaSHub.


Chatfuel is an AI-native operating system that turns ad clicks into revenue by automatically qualifying leads, following up, and delivering ready-to-close conversations to sales teams. The platform deploys autonomous AI agents, each handling a distinct business function. The AI Sales Agent...
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.
Chatfuel vs ManyChat - What's the difference between these 2 bot building platforms?
More videos
ViewForge: YMM Search & Filter
How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing Chatfuel and ViewForge.
Chatfuel's answer
Chatfuel uses autonomous AI agents that handle full business workflows — sales, bookings, ad campaigns, and strategy — without manual setup. It is an Official Meta Business Partner and WhatsApp Business Solution Provider, offering certified integration with Facebook, Instagram, and WhatsApp. It uniquely supports voice command input to control AI agents and provides a complete click-to-cash chain from ad engagement to revenue, rather than stopping at automated replies.
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.
Chatfuel's answer
Chatfuel deploys autonomous AI agents that manage the full journey from ad click to revenue — qualifying leads, booking appointments, and closing sales across WhatsApp, Instagram, and Messenger without manual setup.
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.
Chatfuel's answer
Marketing and performance agencies, beauty and wellness businesses, real estate professionals, healthcare clinics, financial and legal services, education companies, and e-commerce retailers — primarily B2B and B2B2C organizations looking to automate lead qualification and sales conversations across messaging channels.
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.
Chatfuel's answer
Based on the provided information, here is what is known:
Chatfuel was founded in Silicon Valley in 2015 (originally under the name 200 Labs). It received seed funding and is led by CEO Fedor Pak. The company became an Official Meta Business Partner and grew to power AI-native communication for 150,000+ businesses, including enterprise brands like Adidas, Netflix, Visa, and LEGO. The team currently has 21-50 employees and is registered in the United States.
Beyond these facts, further details about the founding story are not in the provided information.
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.
Chatfuel's answer
Adidas, Netflix, Visa, and LEGO.
ViewForge's answer:
Share your experience with using Chatfuel and ViewForge. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


Chatfuel is a powerful, AI-powered Instagram quick replies tool for brands, agencies, and institutions of all sizes. It supports AI messaging automation on Instagram, Facebook, TikTok, and WhatsApp, making it easy to...
Whether you're scaling an e-commerce funnel, running support across platforms, or building a GPT-style agent—Release0 outperforms ManyChat, Chatfuel, Landbot, and ChatBot.com on every front.
Adding a chatbot to your website can enhance user engagement. ChitChatBot.ai supports an embeddable native chat widget, whereas ManyChat and Chatfuel do not offer this feature. ChatFuel are set to launch a native chat...
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Recommendations tracked on public social media and blogs since March 2021.


Chatfuel - Create chatbots for your audience. - Source: dev.to / about 2 years ago
You can use a service like LinkDM or Chatfuel to auto DM anyone that comments on your posts, reels or stories, but you cannot auto DM anyone that follows you. Source: over 3 years ago
You can use an Instagram approved Inbox marketing solution like LinkDM or Chatfuel to automatically DM the shopping link to anyone that comments on the Post, Reel or Story. Source: over 3 years ago
Tracking ViewForge since Aug 2026.
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