AI commerce infrastructure

The discovery to purchase layer for AI commerce.

Prymd helps ecommerce brands improve how AI discovers and recommends their products, create more relevant shopping journeys, and measure what converts.

Install on ShopifySee how it works

Built for Shopify today. Designed for every ecommerce stack.

The system behind AI commerce

One connected layer across the AI shopping journey.

Prymd helps brands become readable to AI, create more relevant shopping journeys, and measure what actually drives revenue.

Discovery foundationJourney intelligenceCommercial outcome
01Connected

Before discovery

AI readable

Turn product and store content into structured intelligence AI systems can discover, understand, and evaluate.

Product mirrorsDiscovery indexStructured context
02Connected

During the journey

Journey aware

Use the AI, referral, and shopper signals available to create more relevant entry paths and continue the experience on site.

Intent pathson site guidanceCommerce actions
03Connected

After the outcome

Revenue measurable

Connect AI visibility and traffic with assisted journeys, conversions, attributed revenue, and competitive share of voice.

AI trafficRevenue attributionShare of voice

AI readability

Build the product intelligence AI expects.

Prymd enriches and structures your commerce data so AI systems can better understand what you sell, who it is for, and when it may be the right recommendation.

Your storefront stays designed for shoppers. Prymd creates a clearer product layer for machines.

01Enriched product context02Structured commerce data03AI readable mirrors
Product intelligence preview
Synced with source catalog
Shopper experience
Northform Athletics Daily Performance Runner sneakerResponsive foamDaily training
Northform Athletics

Daily Performance Runner

★★★★★128 reviews
$148

A balanced daily trainer with responsive cushioning, breathable support, and dependable road grip.

ColorStone / Mint
Size
AI readable mirrordaily-performance-runner.md
Live
Product intelligence

Daily Performance Runner

Category: Road runningCatalog status: Synced
01

Product summary

Balanced daily running shoe built for consistent road mileage, neutral support, and breathable comfort.

02

Best for

Daily training, neutral runners, moderate cushioning, everyday mileage.

03

Recommendation context

A strong fit when a shopper is comparing versatile road-running shoes for frequent training without aggressive stability features.

04

Enriched attributes

Neutral supportRoad runningDaily mileageBreathable upper
.mdLightweight machine-readable representation

Intent Studio

Turn buyer-intent gaps into shoppable commerce experiences.

Prymd finds the buyer decisions your store can credibly answer, grounds them in live product truth, and turns them into Commerce Guides built to help shoppers choose and keep moving toward purchase.

Not more content. Better answers, better product decisions, and measurable commerce.
Buying guideUse-caseComparisonCompatibilityBundle / kitDecision guide
Intent StudioIntent to commerce execution
Grounded in live catalog truth
Commerce GuideEvidence-backed
Decision guidePrice + inventory live
Northform Travel

The right carry-on for 3-5 day business travel.

Compare cabin fit, laptop access, weight, and capacity without starting from a generic category page.

Cabin-size fitLaptop accessLow carry weight
Best match for this decisionTransit Carry 38Balanced cabin fit + front laptop access
Grounded in product truth
Product eligibleClaims groundedAvailability current
Evidence feeding this guide
Catalog truthProduct factsPoliciesReviewsAI visibility
Journey connectedMeasured
GuideAssistantProductBundle / cart
01 / 03
Detect
01Detect

Find the buyer decision worth solving.

Opportunity detected

Best carry-on for 3-5 day business travel

AI visibility gap - 3 eligible products
02Build

Turn it into a grounded Commerce Guide.

Commerce Guide

The right carry-on for 3-5 day business travel.

Grounded claims - Live price + inventory
03Continue

Carry the context into the shopping journey.

Context preserved

Continue the decision in the shopping assistant.

Guide - Assistant - Product - Cart

Prymd Shopping Agent

The shopping agent that starts where the shopper already is.

Prymd carries available buyer intent into the storefront, refines it with the shopper, grounds recommendations in merchant product truth, and safely turns the best fit into the merchant's existing cart.

Transferred intent when available. Route and page context when it isn't. Current shopper input always wins.
NorthformTravel
Cart0
Carry-ons / Transit Carry 38
Cabin readyFront laptop access
Northform Travel

Transit Carry 38

$189

A compact business carry-on with fast-access organization, balanced capacity, and a cabin-friendly footprint.

38L capacityFront laptop sleeve4 spinner wheels
Context availableSession-aware
From Commerce Guide3-5 day business travelRoute context
Current pageTransit Carry 38Page context
Shopper saidLaptop access matters more than capacityCurrent explicit input
Current priorityLaptop access
Conversational on the surface.Deterministic underneath.
Product truthEligibilityRankingCommerce validation
01
Intent-aware

Continues from available guide, route, page, and transferred context.

02
Product-grounded

Recommends from merchant product intelligence instead of model memory.

03
Decision-ready

Compares products, finds alternatives, and builds complete bundles.

04
Commerce-native

Turns recommendations into validated actions in the existing storefront cart.

AI journey orchestration

AI starts the journey.
Prymd carries it forward.

Using the signals available, Prymd routes shoppers into more relevant entry paths, continues the experience on site, and connects the outcome to revenue.

Explicit signals when available. Intelligent fallbacks when they are incomplete.
Discovery-to-purchase journey
Journey active
✦AI shopping assistant
What is a reliable daily running shoe with balanced cushioning?
✦

The Daily Performance Runner may be a strong fit for everyday road mileage.

Product dataReviewsAvailability
Recommended productDaily Performance Runner
AI-readyIn stock
Scroll to continue the journey
AI recommendation
01AI recommendation

Recommended in the moment that matters.

A shopper asks AI for a product that fits a specific need. Prymd helps make your product understandable and ready to be considered.

Best daily running shoe?
AI recommendationDaily Performance Runner
Discovery begins off-site.
02intent specific landing pages

Match the visit to the right product story.

When an AI referral carries usable context, Prymd directs the shopper to a landing page variation built around that need. When context is unavailable, the standard product page remains the fallback.

AI-referred visit“A reliable shoe for daily road running”Available context · Daily training
Context matched
Recommended experienceBuilt for the miles you repeat.Daily training landing page
Another shopper needSofter landings.Joint support landing page
No usable context? Continue to the standard product page.
Relevant experience when signals are available. Reliable fallback when they are not.
03Relevant storefront

The storefront continues the context.

The landing experience emphasizes the product story, benefits, and proof most relevant to the shopper instead of dropping them into a generic page.

Daily trainingBuilt for everyday mileage.Balanced cushioning · Breathable support
The product stays the same. The journey becomes more relevant.
04on site continuation

The conversation keeps going.

Coming soon

An on site shopping assistant answers the next question, compares options, recommends bundles, and helps the shopper move toward a decision.

Shopping assistantComing soon

Yes—this is designed for consistent daily road mileage.

Guidance continues without restarting the journey.
05Purchase and attribution

The outcome becomes measurable.

The journey reaches cart and purchase, then Prymd connects the commercial outcome back to the AI driven visit.

✓Purchase confirmed
Attributed revenue$184
From recommendation to measurable revenue.

AI commerce intelligence

See where AI visibility becomes revenue.

Prymd connects AI referrals, recommendation visibility, shopper journeys, and purchase outcomes in one decision layer—so you can see what works, what converts, and where competitors are gaining ground.

Direct attribution when signals are available. Assisted and inferred impact remain clearly identified.
Understand discoverySee where AI traffic and recommendations originate.
Connect journeys to revenueMeasure which experiences produce purchases.
Benchmark your positionTrack recommendation share and competitive gaps.
AI Commerce ObservatoryPerformance intelligence
Live data
Attributed revenue
$0
Revenue connected to AI driven journeys+24.8%
AI-referred visits
0
Visits from identified AI sources+18.4%
Assisted conversion
0.0%
Sessions involving an AI driven journey+0.7 pts
AI traffic and revenue

Performance over time

Jul 20$9,840
1286AI visits51purchases4%conversion
AI assistants48%Organic AI27%AI search16%Other9%
Journey-to-revenue

See which experiences produce outcomes

Revenue connected
Revenue by experience$43,800
Daily training journey$18,420
Joint support journey$11,680
Best-value journey$8,940
Standard product page$4,760
✦Opportunity detectedHigh potential

Competitors lead for “daily running shoes for longer distances.”

Your products appear in 2 of 5 tracked AI responses, but a competitor is recommended first in 4.

Your visibility40%
Category leader80%

Strengthen long-distance suitability, cushioning durability, and mileage evidence across the product intelligence layer.

One connected decision layerDiscovery, journey performance, revenue, and competitive position stay linked.

Updated moments ago

Simple, scalable pricing

Start with visibility. Scale into AI commerce.

Begin with a free audit, then add product intelligence, intent specific shopping experiences, and revenue measurement as your catalog grows.

Free AI commerce auditSee your current visibility before choosing a plan.
01Visibility foundations

For emerging stores

Starter

Understand how AI systems see, mention, and recommend a focused set of products.

$19per monthUSD

Tracking capacity

  • Up to 5 tracked products
  • 50 tracked shopper questions

AI coverage

  • ChatGPT visibility tracking

Core intelligence

  • Weekly AI visibility snapshots
  • AI recommendation-rate tracking
  • Visibility trends over time
Shopify installation included
02Recommended

For growing ecommerce brands

Growth

Improve AI discovery, create more relevant entry experiences, and connect performance to revenue.

$49per monthUSD

Tracking capacity

  • Up to 15 tracked products
  • 150 tracked shopper questions
  • Up to 100 intent specific landing page variationsAlternative product-page experiences that emphasize different shopper needs while keeping the source product synchronized.

Multi-AI coverage

  • ChatGPT, Gemini, and Perplexity

Optimization and analytics

  • AI readable product mirrors and enriched context
  • AI-referred traffic and revenue analytics
  • Competitive share-of-voice insights
  • Content and blog optimization
  • Automated fix recommendations
Shopify installation included
03Maximum scale

For larger catalogs

Pro

Expand product coverage, journey variations, and performance intelligence across a broader catalog.

$99per monthUSD

Tracking capacity

  • Up to 40 tracked products
  • 400 tracked shopper questions
  • Up to 300 intent specific landing page variationsScale contextual landing page experiences across more products, needs, and audience segments.

Intent and scale

  • Intent-performance analytics
  • Maximum optimization and tracking scale
  • Expanded competitive intelligence coverage
Shopify installation included

Not sure where to start?Run the free audit first, then choose the plan that matches your catalog and tracking needs.

Talk to Prymd

Start building for AI commerce

Own the journey from AI discovery to purchase.

Bring AI readability, more relevant shopping journeys, and revenue intelligence into one connected commerce layer.

ShopifyInstall on Shopify
Built for Shopify todayDesigned for every ecommerce stack
DiscoveryJourneyPurchase