AI recommends products
every day. Is yours in the answer?
When a buyer asks ChatGPT for the best product in your category, your brand either gets recommended or stays invisible. AuthorityStack.ai tracks those recommendations, scores your marketplace authority, and measures the purchases AI traffic drives.
Claude
Gemini
Google AI Mode65%
of shoppers now use AI chatbots to research products before visiting a store or marketplace
10+
built-in marketplace domains scored in L5 — plus any custom marketplace URL you add in brand setup
add_to_cart
→ purchase funnel tracked from AI referral source to conversion event
Works for every ecommerce category
Shopping Intent Coverage
Six query types AI uses to recommend products
AI shopping recommendations cluster into six distinct intent patterns. AuthorityStack.ai tracks your citation rate across all six — so you know exactly which buying moments you're winning and which you're missing.
"best [product] for [use case]"
Best standing desk for small spaces
"where to buy [product] online"
Where to buy organic cotton sheets
"[product] vs [product] comparison"
Ninja vs Vitamix blender comparison
"top [category] under $[price]"
Top running shoes under $100
"[product] review roundup"
Best air fryer reviews 2025
"[product] for [persona/need]"
Best mattress for side sleepers
L5 Marketplace Scoring
AI trusts the platforms your buyers trust
The L5 Competitive Authority layer scores your ecommerce brand against named competitors using signals from the six platforms AI systems use most as social proof — Amazon, Google Shopping, Etsy, eBay, Trustpilot, and Reviews.io.
- Amazon review count, star rating, and category search rank signal
- Google Shopping product listing presence and merchant trust
- Etsy handmade/unique product citation authority
- Trustpilot and Reviews.io brand review depth and recency
- Competitor benchmarking — see your L5 score vs. named rivals
Amazon
Review count, star rating, and category search rank across .com, .co.uk, .ca, .com.au
Walmart
Marketplace listing presence and price competitiveness signals
Target
Retail product listing and brand presence on Target.com
Etsy
Handmade and unique product citations, seller review signals
eBay
New and refurbished product alternatives, price signals
Wayfair
Home & furniture category authority and product depth
Overstock
Discount and deal-seeking buyer signals in AI recommendations
+ Custom
Add any marketplace URL in brand setup — scored alongside built-in platforms
Ecommerce Content Types
Four pages that win AI product recommendations
Shopping intent queries cluster into four content types. AuthorityStack.ai generates all four in 21 GEO-optimized formats, with Product, Offer, and AggregateRating schema built in.
Category Pages
"best [category] for [use case]"
Category-level AI recommendations drive the most volume. GEO-optimized category pages position your brand as the definitive answer for an entire product segment.
- ItemList schema making your category browsable by AI systems
- Outcome and use-case copy that matches how buyers phrase AI queries
- Internal links to product comparison and buying guide pages
Buying Guides
"[product] buying guide [year]"
Buying guides are the highest-trust format in AI shopping recommendations. They signal editorial authority and earn citations across multiple buyer intent stages.
- HowTo + FAQPage schema for AI extraction of decision criteria
- Covers specs, use cases, price tiers, and common mistakes
- Updated GEO signal overlay to stay current with AI training windows
Best-Of Lists
"top [number] [products] for [need]"
Listicle-format pages capture the 'best X' and 'top Y' queries that dominate AI shopping answers — and earn featured citations that drive direct click-through.
- Product + AggregateRating schema for each listed item
- Persona-segmented lists: budget, premium, best overall, best for X
- Cross-linked to category pages and buying guides in the cluster map
Product Comparison Pages
"[product A] vs [product B]"
Head-to-head comparison pages intercept the most purchase-ready AI query type — buyers comparing two specific products before making a decision.
- Structured comparison table with Product schema for each item
- Clear winner recommendations for specific use cases and budgets
- AI citation tracking to measure how often each comparison earns a mention
Platform
Everything an ecommerce brand needs to win AI shelf space
From scoring your category authority to measuring the purchases your AI mentions drive — the full ecommerce loop.
Category share of voice
See how often AI recommends your brand vs. competitors within a product category — broken down by provider, query cluster, and intent type.
Product depth scoring
L5 scores how well your product catalogue covers the category. Thin coverage signals gaps to fill — deep coverage signals the authority AI systems cite.
Add-to-cart → purchase tracking
AI referral analytics tracks your full ecommerce funnel — from the AI platform that sent the visitor to the add-to-cart event and completed purchase.
Marketplace authority scoring
L5 Competitive Authority scores your presence across 10+ built-in platforms — Amazon, Walmart, Target, Etsy, eBay, Wayfair, Overstock — plus any custom marketplace URL you add in brand setup.
Ecommerce content cluster builder
Generate a full Editorial cluster — category pages, buying guides, best-of lists, and comparison pages — with PAA questions from Discover history as FAQ signals.
Product + Offer schema generation
AI-powered schema generator produces Product, Offer, AggregateRating, and BreadcrumbList markup for every product and category page — structured for AI extraction.
AI Referral · Purchase Funnel · Last 30 days
ChatGPT
$3,240
Perplexity
$2,180
Claude
$890
Google AI
$640
Ecommerce Conversion Tracking
See the revenue your AI citations are already driving
AI referral sessions convert to purchases — most ecommerce brands just can't attribute them. AuthorityStack.ai tracks every step of your funnel from AI source to completed order, so you can prove ROI and double down on what works.
- Full funnel: AI session → product page → add-to-cart → purchase
- Revenue by AI source: ChatGPT, Perplexity, Claude, Google AI Mode
- Conversion rate comparison — see which AI platform sends the highest-intent buyers
- Page-level data: which category and product pages convert best from AI traffic
FAQ
Common questions from ecommerce teams
Find out if AI is recommending your products
Run your first free visibility check or start a full subscription. Category share scoring, marketplace L5 authority, ecommerce content clusters, and purchase conversion tracking — all included from day one.