Good questions.
Clear answers.

Aura is ThinkerMesh’s agentic ecommerce platform. It brings Product Intelligence, Smart Search, and Mission Agent together, with Business Control and Evaluation across all three capabilities.

No. Aura is designed to plug into your existing stack through APIs, adding intelligence to your search and commerce experiences while working alongside the systems you already use.

Aura is designed around retail: your catalog, taxonomy, shopper behavior, and business rules. Its intelligence is grounded in your products, with tools to steer behavior and evaluate outcomes.

Start with Product Intelligence, Smart Search, or Mission Agent independently. Each capability supports a focused use case; together they connect catalog understanding, discovery, and shopping missions.

Yes. Aura uses vertical-specific ontologies alongside each retailer’s taxonomy, catalog, rules, shopper patterns, and product relationships. Several ontologies can work inside one multi-category retailer.

They are shared layers across the platform. Business Control helps your team steer rules, priorities, and review decisions. Evaluation helps assess quality, technical performance, and business impact before and after rollout.

No. Improving catalog understanding is part of the work. We can explore gaps, enrichment opportunities, and where human review is useful, starting with a representative sample of your catalog.

Book a demo and tell us about your retail context. Together, we’ll identify a focused use case, discuss your catalog and integration needs, and agree on what a useful evaluation would look like.