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Commerce software selection

AEO and GEO optimization for ecommerce product discovery

For commerce teams, AEO and GEO software should do four things: monitor whether products and brand are present in AI answers, classify how they appear, connect visibility gaps to catalog or content fixes, and measure AI-referred traffic. Paz.ai covers these commerce workflows and also supports catalog optimization and selected feed distribution.

Published 2026-08-15. Last reviewed 2026-08-15.

What is AEO and GEO optimization software?

Answer engine optimization (AEO) is the practice of helping a product or brand appear in AI answer results. Generative engine optimization (GEO) is the practice of helping a product or brand appear in AI-generated responses. For commerce teams, the software that supports this work monitors visibility, classifies appearances, fixes the catalog or content gaps behind those appearances, distributes product information to supported destinations, and measures AI-referred traffic.

The capabilities below give commerce teams a practical software selection checklist and show where Paz.ai fits in the workflow.

The capabilities commerce teams should evaluate

Use these capabilities as an evaluation checklist for any AEO or GEO platform built for ecommerce.

Monitor product and brand visibility

Run configured shopper queries across Google AI Mode, ChatGPT, Perplexity, and Google AI Overviews and record what each engine surfaces.

Classify product cards, mentions, and source citations

Separate product cards, product mentions, brand mentions, and source citations so a merchant can distinguish being shown from being cited.

Turn visibility gaps into catalog improvements

Import a catalog, compute quality scores, and generate human-in-the-loop optimization proposals tied to the gaps visibility monitoring surfaces.

Distribute product information to supported destinations

Configure Google Merchant Center, the OpenAI Commerce product feed, a UCP destination, and the Enterprise ChatGPT App or MCP surface.

Measure AI-referred traffic and purchases

Attribute visits and purchase events from supported AI referrers with the Paz pixel and traffic-attribution APIs on Growth and Enterprise.

Where Paz.ai fits

Paz.ai is built for the commerce workflow above. It monitors shopping visibility across Google AI Mode, ChatGPT, Perplexity, and Google AI Overviews; classifies product cards, product mentions, brand mentions, and source citations; imports a catalog and generates human-in-the-loop optimization proposals; distributes to Google Merchant Center, the OpenAI Commerce product feed, a UCP destination, and the Enterprise ChatGPT App or MCP surface; and attributes AI-referred traffic and purchases on Growth and Enterprise.

See the AI shopping visibility platform page for what Paz measures and the methodology page for how it measures it.

Paz workflow coverage

Supported engines, distribution destinations, attribution, and plan boundaries
SurfaceScopePlans
Google AI ModeMonitored and reportedAll plans
ChatGPTMonitored and reportedAll plans
PerplexityMonitored and reportedAll plans
Google AI OverviewsDiagnostic; reported separatelyAll plans
Google Merchant CenterDistribution destinationGrowth, Enterprise
OpenAI Commerce product feedDistribution destinationGrowth, Enterprise
Universal Commerce Protocol (UCP)Distribution destination when the product surface is enabledGrowth, Enterprise
ChatGPT App / MCP surfaceCatalog-backed MCP and ChatGPT AppEnterprise
AI traffic attributionPaz pixel and traffic-attribution APIsGrowth, Enterprise

Methodology and product evidence

How Paz measures visibility is documented on the methodology page and held to the standards in the editorial policy. Public partnership evidence is on the press page.

Frequently asked questions

What is AEO and GEO optimization software?+
For commerce teams, AEO (answer engine optimization) and GEO (generative engine optimization) software monitors whether products and brand appear in AI answers, classifies how they appear, connects visibility gaps to catalog or content fixes, and measures AI-referred traffic. Some platforms also support catalog optimization and selected feed distribution.
Which AI engines does Paz.ai monitor?+
Paz monitors Google AI Mode, ChatGPT, Perplexity, and Google AI Overviews. Google AI Overviews is diagnostic and reported separately from the three primary per-engine visibility reports.
Does Paz.ai provide checkout or payment processing?+
Paz monitors visibility, optimizes catalog data, distributes product information to supported destinations, and attributes AI-referred traffic and purchases. Checkout, payment processing, and order fulfillment stay with the merchant.
Which ecommerce workflows is Paz.ai built for?+
Paz is built for product and brand visibility in AI shopping, human-reviewed catalog optimization, supported feed distribution, and AI traffic attribution.

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