The core difference
What Paz.ai measures
Paz.ai frames AI commerce as a visibility problem. Rankings, catalog scores, share-of-voice metrics. Their case studies show impressive numbers — "+340% AI Visibility," "+560% AI Traffic." These are real signals, and they're useful for understanding where you stand in the AI discovery landscape. What they don't do is close the loop to revenue. A brand can have dominant AI visibility and still not know how much of last month's Shopify revenue came from ChatGPT.
What Comergent AI measures
Comergent AI frames AI commerce as a revenue problem. The product isn't an AI visibility score — it's the Shopify or WooCommerce order tagged "Referred by: ChatGPT." Revenue attribution is the core feature, not a downstream report. Every dollar Comergent drives is attributable to a specific AI platform and query. You don't get "+560% AI Traffic." You get "$12,400 in orders from ChatGPT last month."
Head-to-head comparison
The attribution gap
The most important feature in AI commerce isn't monitoring — it's attribution. Knowing that ChatGPT mentioned your store 47 times is interesting. Knowing that ChatGPT drove $12,400 in orders last month is actionable.
Paz.ai's case studies show revenue numbers, but there's no product page, no feature description, and no demo showing how a WooCommerce or Shopify order gets tagged back to a specific AI query. Comergent AI's Revenue Attribution is a named, documented feature: every AI-referred order appears in your dashboard with the platform, query context, and order value.
That's how you calculate ROI. That's how you justify the spend. That's how you know whether to scale up or pivot.
When to choose each
Choose Comergent AI if:
- You're on Shopify or WooCommerce
- Revenue attribution matters — you need to know which AI platform drove which order
- You want AI Storefronts without paying enterprise pricing
- You need Claude and Copilot coverage (Paz.ai doesn't monitor either)
- You want five AI platforms tracked, not three
Choose Paz.ai if:
- You're on Adobe Commerce or Salesforce Commerce Cloud (Comergent AI is coming to these platforms but isn't fully there yet)
- You want a permanent free tier for a small catalog (100 SKUs)
- Google AI Mode is your primary focus and Google AI Mode-first monitoring matters more than the other four platforms
Common questions
Related resources
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Revenue Attribution
How every AI-referred Shopify order gets tagged and tracked.
Pricing
Plans from $499/month — full AI platform coverage.
Success Stories
Real revenue numbers from real Shopify brands.
AEO for Shopify
The full AI optimization playbook for Shopify D2C brands.
Free AI Audit
See how your store scores against ChatGPT and Perplexity today.