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Understand exactly what happened, how it happened, and why
MIA generates clear, conversational answers:
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Why a result is or isn’t shown
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Why ranking shifted over time
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Any questions asked freely in conversational chat
Each explanation checks your environment for merchandising rules, ranking factors, and performance data to deliver a clear cause-and-effect explanation that’s grounded in the context of your own system and data.
Translate insights into executive-ready takeaways
MIA saves time by summarizing and explaining complex insights:
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Generate natural-language summaries of search performance
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Create AI-powered reports from dashboard prompts
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Provide defensible explanations that can be shared with leadership
No more spending time puzzling together data from various sources. Instead, MIA can pull exactly the datasets you need to share — export-ready executive reports.
Get your ideal set of next steps
MIA suggests what’s worth doing next, aligned with the goals you care about most.
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Solutions that take into account your exact setup and requirements
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Missing metadata and conflicting rules are traced and resolved in one conversation
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Relevant documentation and knowledge surfaced in the moment
Skip time-consuming investigations to filter out the noise and identify viable options: MIA provides clear, well-reasoned actions that are worth doing, so teams know right away what to change and why.
Let MIA draft changes and build new rules
MIA turns business intent into merchandising strategy:
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Draft new rules and change existing ones
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Launch workflows supported across Search, Browse, and Recommendations
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Present actions ready for a merchandiser to review, edit, and approve
With agentic merchandising, laborious work in the dashboard is handled by MIA, freeing up valuable time. All final decisions are still in your hands.
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MIA can interpret the impact of merchandising rules to avoid conflicts between indexes that can compound into revenue blockers, invisible to anyone who doesn’t already know where to look.
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See how Bulk scales merchandising capacity with an always-on AI agent
Constructor’s Commerce Reasoning Engine is the core technology powering every discovery result. It’s purpose-built for ecommerce to provide personalized search and discovery experiences that increase conversion and drive revenue. Merchant Intelligence Agent is the AI agent that brings visibility and transparency to any result and recommendations made by our Reasoning Engine.
Constructor’s Commerce Reasoning Engine is the core technology powering every discovery result. It’s purpose-built for ecommerce to provide personalized search and discovery experiences that increase conversion and drive revenue. Merchant Intelligence Agent is the AI agent that brings visibility and transparency to any result and recommendations made by our Reasoning Engine.
