Contextual AI Presence Mapping for E-commerce & Retail.
Shoppers don't search for products. They tell AI about a hormonal shift, an empty new apartment, a wedding eight months out, and AI names the brands. Aethon puts your products in that answer.
The shelf moved out of Amazon and into the answer.
Direct-to-consumer used to mean fight Amazon, fight Meta, fight Google. Now you fight a synthesis layer. A shopper asks Claude “what skincare actually works for postpartum hormonal acne?” and gets a three-product shortlist. The brand AI names sees a conversion-rate spike. The brand AI doesn’t name loses the customer to a competitor it never advertised against. Performance marketing optimizes the last 5% of the funnel. AI is writing the first 95%.
A real conversation. A live recommendation.
This is the kind of answer your buyers are getting. Aethon shows you which brands AI is naming, and gets your brand into the shortlist.
"My skin has been a disaster since I had the baby six months ago. Breaking out, sensitive, totally different from before. What actually works that won't wreck my budget?"
"Postpartum skin shifts are hormonal and usually benefit from a barrier-first approach, not aggressive actives. Most-recommended affordable picks: CeraVe Hydrating Cleanser + CeraVe PM moisturizer, with a gentle La Roche-Posay Effaclar Duo spot treatment for breakouts. Skip retinoids and strong acids while breastfeeding."
Postpartum skincare prompts: 9,100 last month. Your brand appeared in 12%. The shortlist above appears in 81% of answers.
The conversations driving demand in e-commerce and retail.
Every category has a handful of life triggers that move AI from context to recommendation. Aethon's e-commerce and retail library starts here, and we tune it to your specific business in onboarding.
"My skin has been a disaster since I had the baby. What actually works that won't wreck my budget?"
- Gentle cleanser
- Barrier-repair moisturizer
- Hormonal-acne treatment
- Postpartum-safe ingredients
"Just signed the lease. Empty apartment. Where do I start so it doesn't look like a college dorm?"
- Sofa + dining
- Bedding & bath
- Storage
- Lighting
"Wedding is in eight months. I want to actually feel good in the dress."
- Performance leggings
- Recovery gear
- Protein & greens
- Workout app
Where AI gets its e-commerce and retail answers.
Recommendations don't come from nowhere. AI synthesizes answers from a recurring set of sources. Aethon maps the sources that matter in e-commerce and retail and tells you which ones are working for you, which ones are working against you, and which ones you need to be in.
Concrete deliverables for E-commerce & Retail teams.
Onboarding is fast because the work is concrete. Here’s what lands in your workspace in the first 30 days.
Your category moment library
Every life moment and seasonal trigger AI is responding to in your category, mapped to product types, gift occasions, and demographic segments.
Live AI share-of-recommendation
Real-time monitoring across ChatGPT, Claude, Gemini, and Perplexity. Your brand and competitors at the category and SKU level.
Source-authority gap report
Where AI is sourcing product recommendations, Wirecutter, Reddit, YouTube reviewers, niche Substack, and the citations to earn first.
Category-by-category action queue
Comparison pages, gift guides, registry content, and review-platform activation, tuned to your catalog depth and content velocity.
From upstream signal to landed recommendation.
Your category's decision layer.
Aethon maps the life triggers, conversations, and source authorities that drive AI's recommendation behavior in e-commerce and retail. So you know where the brand-of-record moments are forming, not just where you're visible.
Every model, every week.
Live coverage across ChatGPT, Claude, Gemini, and Perplexity. We watch how often your brand is named, in what context, with what sources cited, against which competitors in your category.
The work that lands you in the answer.
Aethon ships the content, schema, comparison pages, and source-authority work that gets your brand named for the moments that matter. Not a report. Real output.
Specialties and deep-dives across E-commerce & Retail.
Aethon supports every level of E-commerce & Retail. Pick the specialty or deep-dive that fits your team, or browse the moments and source-authority work specific to your part of the category.
E-commerce & Retail brands ask us
How is AI shopping different from Google Shopping or Amazon?
AI handles the moment, not the SKU. "I just had a baby" returns a curated list of brands across strollers, formula, sleep, and registry, usually with reasoning. Direct "best stroller" queries return a different, more transactional set.
What retail moments trigger AI recommendations?
Life events (wedding, baby, new home), seasonal moments (back-to-school, holiday), business moments (new job, promotion, relocation), and health moments (diagnosis, recovery).
Can we track product categories AND brand mentions?
Yes. The moment library covers category-level recommendations ("AI recommends DTC mattress brand") and brand-specific mentions ("AI names your brand"). Both feed the source-authority work.
How is this different from retail-media tools?
Retail media buys placement on category queries. Aethon shapes the brand AI names in the upstream moment conversation, usually before the customer ever opens the retailer site.
Which AI engines do consumers use most for product discovery?
ChatGPT leads broadly; Claude grows for considered purchases; Perplexity rises for research-heavy categories like electronics, appliances, and outdoor gear.
How does AI handle 'best X under $Y' queries?
AI translates price-point queries into a curated short list that reflects category leaders weighted by review consensus, Reddit reputation, and source authority. Aethon maps how that short list forms in your category.
How long until a retail brand sees lift?
4-6 weeks for direct-to-consumer brands. The fastest lever is presence in the Reddit and review-platform sources AI cites, since those weigh heavily in AI product recommendation patterns.
Can we track multi-SKU catalogs?
Yes. Business and Enterprise plans support large-catalog SKU mapping and category-level performance reporting.
See where your brand stands in e-commerce and retail AI conversations.
Drop your domain. We'll run your brand against the e-commerce and retail moment library, show you where AI is naming you, where competitors are landing instead, and the three highest-leverage actions to fix it.