One platform, full-funnel AI visibility
Track how AI engines surface your products, optimize your content to get cited, and tie it all back to revenue.
Map AI Visibility
See exactly how your products appear (or don't) across ChatGPT, Gemini, Perplexity, and other AI shopping answers.
Optimize Content
Get specific PDP improvements, structured FAQ pairs, and content changes that make your catalog citation-ready for AI systems.
Measure Revenue
Track which AI engines drive real sales. Attribute revenue by source and turn AI visibility into a measurable growth channel.
The only AI visibility platform built for e-commerce
Most AEO tools track brand mentions. Alhena tracks how your actual products are rendered, priced, and positioned inside AI-generated shopping answers.
AI visibility mapped across your entire catalog
Traditional AEO tools operate at the brand level. Alhena operates at the product level. We track which SKUs are recommended by AI systems, which are invisible, and how each product's AI visibility connects to actual revenue.
Products with strong on-site performance but low AI visibility are flagged automatically, so you know exactly where to focus.
It's not just about being mentioned. It's about how you appear.
Most AI visibility platforms only check whether a URL was cited. Alhena analyzes how the product actually appeared inside the answer:
- Was a product card rendered with full detail?
- Were pricing and customer ratings surfaced?
- Was it positioned as premium, affordable, or best value?
- Was your specific SKU referenced, or only the brand name?
Citation-ready Q&A pairs built for answer engines
Generic FAQs are built for website clicks. AI systems need structured, citation-ready Q&A formats aligned with conversational shopping queries.
Alhena analyzes each product page, extracts key attributes like price, materials, features, and target audience, then generates shopping-aligned queries and benchmarks them against competitors. Gaps are surfaced with exact Q&A pairs to add.
Build the external authority that AI systems trust
Generative Engine Optimization requires third-party credibility. Alhena identifies which publishers and review sites influence AI answers in your category and provides a citation strategy aligned with high-intent product queries.
Instead of generic outreach, you get targeted recommendations on where your brand needs structured coverage and which narrative elements improve your citation probability in AI-generated answers.
What standalone AEO tools can't do
Generic AI visibility platforms operate outside your storefront. Alhena is already inside it.
| Capability |  Alhena AI | Standalone AEO tools |
|---|---|---|
| SKU-level AI visibility tracking | ||
| Product rendering analysis (price, rating, card) | ||
| Revenue attribution by AI source | ||
| Commerce-native query expansion | ||
| AEO FAQ generation from product pages | ||
| GEO citation strategy | ||
| First-party behavioral intelligence | ||
| Connected to your live storefront |
SKU
Product-Level Tracking
5+
AI Engines Monitored
ROI
Revenue Attribution by AI Source
Live
Connected to Your Storefront
Frequently Asked Questions
What is AI visibility for e-commerce, and why does it matter?
AI visibility refers to how (and whether) your products are surfaced inside AI-generated answers on platforms like ChatGPT Shopping, Google AI Overviews, Perplexity, and Gemini. As more shoppers use conversational AI to research and make purchase decisions, appearing (and appearing well) inside these answers is becoming a direct revenue channel. Brands that don't actively manage their AI presence risk being invisible at the exact moment a buyer is ready to act.
What is AEO (Answer Engine Optimization) and how is it different from SEO?
SEO optimizes your content to rank in traditional search result pages. AEO (Answer Engine Optimization) optimizes your content to be cited and surfaced inside AI-generated answers. Instead of competing for a blue link, you're competing to be the product or brand that an AI engine recommends when someone asks "What's the best moisturizer for dry skin under $50?" The signals that drive AEO are fundamentally different: structured Q&A content, product-level data completeness, and third-party citation authority matter far more than traditional ranking factors.
Which AI platforms should e-commerce brands be optimizing for?
The highest-priority platforms today are ChatGPT (including ChatGPT Shopping), Google AI Overviews, Perplexity, and Gemini. Each has different citation behaviors and product rendering formats. Alhena monitors all major AI engines simultaneously, so you get a consolidated view of your visibility across the platforms your shoppers are actually using — rather than optimizing in the dark for each one separately.
What's the difference between brand-level and product-level AI visibility tracking?
Most AEO tools check whether your brand name or domain was mentioned somewhere in an AI response. Product-level tracking goes much further: it measures which specific SKUs are recommended, how those products are rendered (with or without pricing, ratings, and imagery), and how that visibility translates into actual revenue. If your Vitamin C Serum is invisible in AI search while your Retinol Night Serum is being recommended, you need to know that.
What can't standalone AEO tools do for e-commerce brands?
Generic AEO platforms are built to track brand mentions and domain citations. They weren't designed for product catalogs. They can't track individual SKUs, they have no visibility into how products are rendered inside AI answers (pricing, ratings, positioning), they can't attribute AI-driven revenue, and they operate entirely outside your storefront. Alhena is ecommerce-native: it connects to your live store, understands your catalog, and ties AI visibility directly to the revenue metrics you already track.
How quickly can I see where my products stand in AI search?
Alhena can deliver an AI Visibility Audit that maps your catalog across major AI engines from the outset. You'll see which SKUs are appearing, how they're being rendered, where competitors are outranking you, and which content gaps to close first. Most brands see their first actionable insights within days of connecting their storefront.