New: see what an AI assistant sees when it looks at your site. Run the check

neural partners
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Chosen in person.
Shortlisted by agents.

Furniture, lighting, cannabis, marina and auto — purchases people need to see, touch and experience. The decision still happens on the floor, but the shortlist gets written earlier, by an assistant comparing catalogs. We make the showroom readable, verifiable and worth the visit.

Talk to Us// Run the check on your site
Lighting companies scanned · Jul–Aug 2026
219
Showrooms and brands, re-tested under a three-pass reproduction gate. The findings held.
Invisible to an agent
1 in 3
70 of 219 in the August re-test — mostly deliberate bot walls the business doesn’t know it has.
Of showrooms, invisible
39%
Versus 24% of brands in the same cohort. Same instrument, same scan — the gap is the platform, not the work.

// Agentic Readiness Index · Lighting Industry Edition

Read the report

Your customers know the room.
Help them find the piece.

Modern websites, smarter search and AI-assisted shopping for showrooms, with your team’s expertise at the center.

A showroom sale landing page, “The In-Stock Outdoor Sale”, on a desktop screen.

  • Shop by the room, not the SKU

    A kitchen island. Warm brass. A budget in mind. Shoppers start with what they know, and the catalog meets them there.

  • A guide, not a wall of filters

    A Design Assistant that helps shoppers explore options the way your team would talk them through on the floor.

  • Your experts, first

    AI narrows the possibilities. Your people bring the judgment, the advice and the relationships.

  • Answers for staff, fasterBeta

    AI-assisted access to your own catalog, in the middle of a real customer conversation.

The shortlist starts with a question.
The decision still happens on the floor.

Before anyone drives to a showroom, they ask an assistant what fits the room, which brands carry it and who has it nearby. It answers from catalogs it can read and check, long before anyone walks through your door.

  1. The question

    “A brass pendant for a kitchen island, warm light, not too modern.” The assistant reads catalogs, finishes and specs, not homepages.

  2. The shortlist

    It compares what it can verify: the brands you carry, finishes, sizes, price ranges and where the showroom is.

  3. The visit

    The shopper books a time on your floor, and your team takes it from there.

Agent-facing output on a tablet: a store’s products.json, live, with name, brand, category, price, currency, availability and URL for each product.
Your products, readable by ChatGPT and other AI agents: the catalog as structured data, updated live.

Your catalog already knows.
Nothing else can read it.

The platforms showrooms run on were built for a web that’s disappearing — weekly data refreshes, no way to expose inventory to the systems writing the shortlist. Neural Core sits between the systems that run the floor and the systems that answer the question. No re-platform: the catalog stays where it is.

See what agents see

  • Sources

    • Catalog & PIM
    • Inventory & lead times
    • Appointment book
    • Reviews

  • Neural Core

    • Normalize
    • Structure
    • Verify
    • Publish

  • Readers

    • Assistants
    • Search
    • Marketplaces
    • Your own agent

Four floors. One pattern.

Built for how a showroom actually runs.

  • Feeds straight from the brands

    Product data flows in directly from manufacturers and your other sources, so specs, finishes and pricing stay current without re-keying.

  • Your catalog, on your domain

    The catalog lives on your primary domain, not a lights. subdomain, so search engines and AI assistants credit the showroom they found it on.

  • Native checkout, by Stripe

    Checkout is built in and powered by Stripe. No third-party cart bolted onto the side.

  • Accounts your staff can share

    Secure, privacy-first customer accounts, shared between shoppers and showroom staff, with controls over who sees what.

  • Search that understands a sentence

    Free-form search that actually works: shoppers type what they want, not the SKU.

  • Open to the systems you use

    Integrations are available today, and new ones are built on request.

Neural Core on a phone: a staff member adds a customer with Quick Customer Create, and the record appears in Customer Management.
Adding a customer from the floor, in Neural Core.

Same failure, different catalogue.