AI-generated contentAI invents product features: how AllHub keeps answers grounded
A model can fill a missing fact with a plausible answer. AllHub reduces that risk by separating verified commerce data from generated language.
Conversational commerce, AI agents for ecommerce, and how stores sell with them.
AI-generated contentA model can fill a missing fact with a plausible answer. AllHub reduces that risk by separating verified commerce data from generated language.
AI-generated contentYes. A comparison can use correct facts and still reach a harmful conclusion when it ignores audience, positioning or the reason behind each difference.
AI-generated contentA safe agent does not replace your catalogue or decide what you sell. It uses your products, data and rules to help buyers understand them.
AI-generated contentSearch finds products when a shopper knows what to type. An agent helps when they know the outcome they need but cannot yet turn it into a useful query.
AI-generated contentWaiting may reduce technology risk, but it postpones the learning that can only happen with your catalogue, processes and customers.
AI-generated contentIf your store already sells, AI agents must prove what they improve: product discovery, question answering, and opportunities that currently remain invisible.
AI-generated contentBefore connecting an AI agent, define the friction you want to remove, the signals that prove it exists and the evidence you will use to assess the result.
AI-generated contentCustomers rarely ask for a specific technology. Here is when a conversational agent can help them find products without buying or paying on their behalf.
AI-generated contentArtificial intelligence does not guarantee sales by itself. Here is how to tell whether a conversational agent solves real buying friction and contributes measurable value.
Early access
3 months free for the first 10 stores per platform.
In return: weekly 10-min feedback call — direct access to the founders and hands-on help setting up your agents.
We review your store + platform fit (within 24–48h)
We invite you to a 30-min onboarding call
Your AI agents go live in under 60 minutes
3 months free for first 10 stores per platform