When AI recommends what to buy, make sure it recommends you.
Shoppers ask ChatGPT 'what's the best protein powder' - and act on the answer. We engineer product, category and brand visibility across the assistants that now sit between your customer and the buy button.
See if AI is recommending you.
Instant preview. Full strategist debrief on request.
AI assistants are the new product discovery surface.
ChatGPT, Perplexity and Gemini are increasingly where shoppers compare, shortlist and decide. The brands they name compound traffic, conversion and brand equity. The brands they don't, slowly disappear.
- Recommendation queries up 600%+ year on year inside AI assistants
- Branded mention share correlates directly with category market share
- Shoppers trust AI recommendations 7x more than paid ads
- Most DTC brands are not named in their core category prompts
A purpose-built AEO program for ecommerce.
Category recommendation engineering
Get named in 'best [category]' prompts across the Big Four - through editorial content, listicle citations and structured product data.
Product schema & feed optimization
Machine-readable product data engineered for LLM ingestion - pricing, ingredients, materials, certifications, reviews.
Review & UGC corroboration
Trustpilot, Reddit, YouTube and review-platform signals that LLMs weigh when ranking recommendations.
Competitive comparison content
Win the '[brand A] vs [brand B]' comparison prompts - high-intent, low-friction conversion.
Examples we engineer for in ecommerce.
Best protein powder for women
Top sustainable skincare brands 2026
Cheapest meal kit delivery service UK
Best running shoes for marathon training
Recommended luxury skincare for sensitive skin
Selected client work.
From invisible to default-cited across DMARC queries
Premium product visibility across recommendation prompts
Independent boutique cited across AI shopping prompts
Find out if AI is recommending you.
Instant snapshot of how your brand shows up across ChatGPT, Claude, Gemini and Perplexity for the prompts your customers actually ask.
- 30-second turnaround. No setup. No call required.
- Benchmarked across the Big Four AI platforms
- See which competitors are recommended instead of you
See if AI is recommending you.
Instant preview. Full strategist debrief on request.
Frequently asked.
Will AI cannibalise our paid traffic?+
AI-sourced traffic typically converts at 5–10x paid CPC because intent is higher. Smart brands are reallocating, not panicking.
How do you handle large product catalogues?+
We focus on hero categories first - the 80/20 of revenue - then scale down the long tail using template-driven schema and content systems.
Do you work with Shopify, Amazon and headless stacks?+
Yes. We've shipped product schema, feed optimization and category content across Shopify, Magento, BigCommerce, headless setups and Amazon listings.
Can you support international and multi-region brands?+
Yes. We map prompts by market and engineer market-specific authority signals so visibility holds up across US, UK and EU assistants.
How do you measure recommendation share?+
Weekly tracking across ChatGPT, Claude, Gemini and Perplexity for your category, comparison and product prompts - with mention share, sentiment and citation rank reported.