◈
B2B software companies
Examples: best returns-management software, inventory tools for multi-channel commerce, or customer-support software for Shopify.
See where AI mentions your company, competitors and source material - then prioritise the buyer-facing pages to improve.
⬡
Technical manufacturers
Examples: which pump is right for a specific application, how to compare valve materials, or which water-treatment system fits a site.
Find missing technical selection information that can make your catalogue harder for engineers, procurement teams and AI systems to understand.
✦
High-consideration product brands
Examples: best supplement for a need, skincare comparison, or which device is appropriate for a customer.
Review the product facts, evidence and sources that help shoppers make an informed decision.