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We realized that giving businesses tools was only half the problem. They also needed visibility, while customers needed a compelling reason to return.
By August 2025, a bigger product question had become difficult to ignore. A business could have useful software and still struggle to get discovered. Helping a business serve customers better matters, but it does not solve the separate problem of helping the right customers find that business in the first place.
That insight pushed ChatMoni beyond a collection of business tools. We began shaping a marketplace vision where customers could discover businesses and products through a more intelligent experience. The ambition was a marketplace with the breadth people expect from large online shopping platforms, but with AI helping make discovery more relevant.
The marketplace concept was designed to give each participating business a clearer route to visibility. Instead of every business having to solve discovery alone, the platform could help connect customer intent with relevant products and services across the ecosystem.
Traditional search can be frustrating when customers do not know the exact name of what they need. AI-powered discovery can help interpret a request, compare relevant options, and surface businesses that fit the customer’s needs. The quality of that experience depends on reliable business data, useful matching, and clear product information, not just an AI label.
Discovery also changes the value of the platform for customers. If ChatMoni can help people find useful offers and relevant businesses, it becomes more than a tool they visit once. It can become a place they return to when they have a need to meet.
The July 2026 milestone made business widgets installable and added a more direct route for repeat visits and permission-based push notifications.
Read moreThe voice project began with a product and business decision: explore an in-house engine to gain more control over flexibility, capacity, and long-term costs.
Read moreThe May 2026 milestone connected ChatMoni Assistant to voice, making it possible for owners to ask questions naturally and delegate supported business tasks.
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