That Was AI vs ProductBridge
Side-by-side comparison of features, pros & cons, pricing, and community votes (2026).
🏆 ProductBridge leads with 592 upvotes
AI phone support that works like a human, for Shopify brands
That Was AI is an innovative AI-powered phone support solution specifically designed for Shopify brands looking to enhance customer service. It mimics human-like interactions, answering customer calls and performing a wide range of support actions such as updating orders, changing shipping addresses, processing cancellations and refunds, creating support tickets, and transferring calls to human agents when necessary. Its quick setup process allows businesses to implement the system within minutes, making it a practical choice for busy e-commerce teams seeking to streamline customer communication without sacrificing quality. By integrating seamlessly with Shopify, That Was AI offers a scalable, efficient, and cost-effective way to handle high call volumes, improve customer satisfaction, and reduce support workload.
Pros
- Human-like AI interaction providing a natural customer experience
- Quick and easy setup process, minimizing onboarding time
- Automates a wide range of support tasks, reducing manual workload
- Seamless integration with Shopify platforms
- Transfers calls to human agents when necessary for complex issues
Cons
- Limited information on customization options and AI accuracy
- Potential limitations in handling highly complex or nuanced inquiries
- No publicly available pricing details, which could affect budget planning
Best for
- • Handling incoming customer calls for order updates and inquiries
- • Processing cancellations and refund requests automatically
- • Updating shipping addresses and order details on the fly
- • Creating support tickets from customer calls for follow-up
Pricing: Likely operates on a subscription-based model with tiered plans, possibly including a free trial or basic tier, and paid plans starting around a few hundred dollars per month depending on call volume and features.
Agent that collects feedback across multiple platforms
ProductBridge is an innovative feedback collection platform designed to centralize user insights from multiple channels such as Slack, Intercom, review sites, and direct messages. By leveraging AI, it automatically aggregates, organizes, and deduplicates feedback, enabling product teams to focus on what users truly want. The platform facilitates a seamless feedback loop, allowing users to request features, upvote ideas, and track their progress through a transparent public roadmap. Teams can prioritize features based on real data, publish changelogs, and automatically notify users when their requests are addressed. Its all-in-one approach simplifies communication, enhances user engagement, and accelerates product development. With flat pricing, no seat fees, and a straightforward model, ProductBridge aims to make feedback management accessible and efficient for SaaS companies of all sizes.
Pros
- Centralizes feedback from multiple platforms into one intuitive dashboard
- Automated AI-driven organization, deduplication, and prioritization
- Supports transparent user engagement through roadmaps and notifications
- Flat, predictable pricing with no seat fees or hidden costs
- Simplifies the feedback loop, reducing manual effort
Cons
- May require initial setup and integration effort across platforms
- Limited customization options for advanced workflows
- Dependence on AI accuracy for organizing complex feedback
Best for
- • Collecting and managing user feedback from support tickets, social media, and review sites
- • Prioritizing feature requests based on user votes and engagement
- • Maintaining a transparent product roadmap that communicates progress to users
- • Automating notifications and changelog updates to keep users informed
Pricing: Likely operates on a flat, subscription-based pricing model with no seat fees, appealing to teams seeking predictable costs. Specific tiers or plans are not publicly detailed but are expected to scale based on usage or features.