AI visibility for retail brands

Shoppers ask AI what to buy, where to buy it and whether it's worth the price. We make sure your products, prices, availability and store information are accurate in those answers.

Who we work with
  • Online retailers
  • Consumer brands
  • Product-focused businesses
Request an AuditOur services
Questions buyers ask AI
  • EN

    Best air purifier for dusty weather in Kuwait?

  • AR

    وين ألقى عطور فرنسية أصلية بسعر مناسب في الرياض؟

  • EN

    Which online stores deliver same day in Dubai?

Illustrative examples

What buyers ask AI

Illustrative examples

  1. 01 Research

    • What's the best skincare for hot, humid climates?

  2. 02 Compare

    • مقارنة بين أفضل ماكينات القهوة المنزلية في الإمارات

  3. 03 Decide

    • Which retailer has the best return policy in Saudi Arabia?

Where AI gets it wrong

  1. 01

    Wrong prices and stock

    Old prices, out-of-stock items or discontinued products.

  2. 02

    Missing from recommendations

    Competitors recommended for the products you sell.

  3. 03

    Store and delivery errors

    Outdated branches, opening hours or delivery coverage.

  4. 04

    Inaccurate policies

    Returns, warranty and payment options described incorrectly.

Sources AI relies on

  • Product pages and catalogues

    Specs, prices and availability AI reads directly.

  • Marketplaces

    Listings AI may use for prices and alternatives.

  • Reviews and comparison content

    Reviews, guides and “best of” articles.

  • Store listings and maps

    Branch locations, hours and contact details.

How we help

What we measure

Metrics are agreed for each engagement, by market and language.

  • Product-level visibility

    How often your products appear for shoppers' key questions.

  • Price and availability accuracy

    Whether AI quotes current prices and stock.

  • Category share of voice

    Your share of recommendations in each category.

  • Store information accuracy

    Correct branches, hours and delivery coverage.

Industries we serve

  1. 01AutomotiveManufacturers, distributors, dealer groups, luxury and EV brands.
  2. 02Real EstateDevelopers, residential and commercial projects, property brands.
  3. 03Technology & SaaSSoftware platforms, digital services and B2B technology providers.
  4. 04You're hereE-commerce & RetailOnline retailers, consumer brands and product-led businesses.
  5. 05Hospitality & TravelHotels, hospitality groups, destinations and travel businesses.

Common questions

Can you handle large catalogues?

Yes. We start with the categories and products that matter most commercially, then extend coverage over time.

Do marketplaces matter for AI visibility?

They can. AI may draw prices and alternatives from marketplace listings, so we include the ones relevant to your brand in the analysis.

See how AI answers your buyers' questions.

Start with an AI Visibility Audit built around your market, products and competitors.

Request an Audit