Trayam
Learns Past. Understands Present. Powers Future.

Turn every product search into customer intelligence.

Trayam reads the intent behind every question, recommends products with explainable reasoning, and turns the conversation into intelligence your merchandising team can act on.

Illustrative example session — not live customer data

01 · Learns Past
02 · Understands Present

Post-workout recovery blend, dairy-free, ships today.

Dairy-freeRecoveryShips today
Intent resolved
Diet
Recovery need
Timing
03 · Internal Reasoning
Intent → Catalog
Scanning the catalog for diet, recovery, and delivery matches...
Evidence Evaluation
Diet
Recovery profile
Delivery window
Ranking & Selection
Applying merchant rules, availability, and stock levels...
Recommendation
Recovery Blend, Chocolate

Dairy-free · fast-absorbing · ships today

Matched on diet, recovery profile, and delivery window. Other options ruled out on diet or timing.

Other options ruled out on diet or delivery

04 · Powers Future
Merchant intelligence
A shopper’s intent becomes a pattern, and the pattern becomes a demand signal for the merchant.
Emerging demand detected

Shoppers this week are asking for dairy-free recovery options you don't stock in every flavor.

Catalog gap · this week
How Trayam works

From product catalog to answered question, in four steps.

Connect once. Trayam indexes your catalog and starts answering shopper questions right away.

01

Connect your commerce platform

Install the app and authorize access. No engineering work required.

Sync · 4 min
02

Trayam indexes your products

Every product, variant, and attribute becomes searchable in natural language.

18,402 attributes
03

Customers ask natural language questions

Shoppers describe what they need in their own words, no filters or guesswork.

Median 480ms
04

Trayam recommends products and merchant insights

Shoppers get grounded recommendations. You get the intent and search data behind every question.

Live
The AI assistant

This is what shoppers actually talk to.

Real product data and real reasoning, not a generic chatbot bolted onto your store.

Storefront assistant
I need a vegan protein powder with no soy, ideally under $40.
Reading intent…

Two good options depending on texture. For a smooth mix, the Pea & Pumpkin Blend is unsweetened at $34. For a neutral base, the Rice Protein has no gums or fillers at $29.

Pea & Pumpkin Blend$34
Vegan · soy-free
Rice Protein$29
Top-rated · 4.8
I’m allergic to peas too.
Then the Rice Protein is the one — I’ve excluded anything with pea or soy.
Reasoning trace
IntentDiet-restricted purchase · protein powder · budget-bound
ConstraintsVegan · soy-free · ≤ $40
EvidenceIngredient match, review sentiment, return rate
Excluded4 products removed after allergy follow-up
Continuous learning

Every conversation sharpens the next one — ranking, phrasing and product understanding update from real outcomes, not guesses.

1.2M
Questions / mo
94.6%
Intent accuracy
480ms
Median answer
How Trayam reasons

Every recommendation comes with a reason.

No black box. Each pick is scored and ranked against the signals that actually predict fit — visible to you, not just the shopper.

1Customer question

“Do you have anything vegan that's good for recovery?”

2Signals evaluated
Dietary filter match (vegan, soy-free)0.92
Ingredient quality score0.78
Customer review sentiment0.71
3Recommendation
Top match

Pea & Pumpkin Seed Protein, Vanilla

High confidence
4Merchant insight
1,248Products evaluated
89%Avg. confidence score
1.2sTime to answer
The problem

The data already exists. It just isn't talking to itself.

Orders live in your storefront platform, engagement in Klaviyo, tickets in Zendesk, traffic in Google Analytics. Every tool has a fragment of the customer — no tool has the whole picture.

Store catalog
Products, attributes, pricing & availability
Customer interactions
Questions, preferences & intent
Orders & outcomes
What customers actually purchased
Other connected sources
Additional signals from tools team already uses
Trayam intelligence layer

One model of your customer, your catalog and the distance between them.

4
Sources unified
1
Source of truth
Merchant intelligence

From question to decision, automatically.

Every conversation Trayam has with a shopper becomes a data point in your dashboard — the questions, the reasoning behind each answer, and where your catalog is falling short.

Customer questions
AI reasoning
Merchant intelligence
Business decisions
34.2%Recommendation CTR+6.4% vs last month
28.0%High-intent conversations+9.1% vs last month
21.8%Add-to-cart from chat+3% vs last month
Top questions · this monthLive
  • Do you have anything vegan?412
  • What's your best gift under $50?356
  • Is this true to size?298
  • Do you ship to Canada?211
  • What's your return policy?174
Catalog gap detected

sugar-free protein bars

23Searches with zero matches this month
Trending this week
  • Pea & Pumpkin Seed Protein89
  • Sprouted Brown Rice Protein74
  • Multi-Source Plant Blend61
The product

What every team actually looks at.

One intelligence layer, three different questions. No exports, no analyst in the middle.

Merchandising01

What are people asking for that we don't sell?

Zero-match searches this month23
Top question volume412
Trending demand89
Growth02

What's actually moving revenue?

Recommendation CTR34.2%
Add-to-cart from chat21.8%
Repeat purchase rate26.4%
Support03

Who's about to churn, and can we still reach them?

At-risk customers re-engaged31%
LTV prediction accuracy91%
High-intent conversations28.0%
What changes

Merchants don't buy AI. They buy the outcome.

The numbers that move when Trayam is in front of every customer conversation.

34.2%
Recommendation CTR

The rate shoppers act on a recommendation Trayam has already reasoned through.

Question
Understanding
Intent
Reasoning
Insight
Growth
26.4%
Repeat purchase rate

Know which customers are ready to buy again, and what to say to them, before they drift away.

31%
At-risk customers re-engaged

Catch churn risk while there's still time to act, not after a customer has already gone quiet.

91%
LTV prediction accuracy

See predicted LTV per customer and double down on the segments and campaigns that actually grow it.

Business outcomes

This isn't about AI. It's about revenue and retention.

Trayam exists to move a handful of numbers that actually matter to your business.

01

Increase repeat purchases

Know which customers are ready to buy again, and what to say to them, before they drift away.

02

Reduce churn

Catch churn risk while there's still time to act, not after a customer has already gone quiet.

03

Increase lifetime value

See predicted LTV per customer and double down on the segments and campaigns that actually grow it.

04

Give every team the same context

Support, marketing, and product stop working from different exports and start working from one record.

05

Detect opportunities before competitors

Spot emerging segments and behavior shifts as they happen, not in a report three weeks later.

Who uses Trayam

Built for teams outgrowing their spreadsheets.

DTC brands

Scaling past spreadsheets and disconnected tools, with a single source of truth for every customer.

Subscription businesses

Watching churn and lifecycle health as closely as revenue, in real time rather than after the fact.

Multi-store retailers

Reconciling customer activity across storefronts, regions, and marketplaces into one coherent view.

Growing e-commerce teams

Giving support, marketing, and product the same customer context as they scale past a handful of tools.

Integrations

Connect the commerce platform you run today.

Trayam starts with the systems it can sync from reliably. More connectors ship as the platform grows.

Shopify logo
ShopifyOAuth connection with automatic product and order sync.Available now
WooCommerce logo
WooCommerceConnect your store with a URL and REST API key.Available now
Magento logo
MagentoCatalog and order sync, in development.Coming soon
BigCommerce logo
BigCommerceCatalog and order sync, in development.Coming soon

Prefer a spreadsheet? Import your catalog via CSV — no third-party connection required.

Why merchants trust Trayam

Built to a standard you can put in front of your customers.

Privacy-first

Your customer data stays yours. We don't sell or share it.

GDPR ready

Designed to support GDPR and CCPA data-handling requirements.

Built for modern commerce

Connects directly to your catalog — not a bolted-on widget.

Enterprise-grade security

Encrypted in transit and at rest, with role-based access.

AI-powered

Grounded recommendations from your real catalog, not generic AI.

Fast integration

Live on your store in minutes, not sprints.

Get started

See Trayam on your own catalog.

Book a demo to see how shoppers discover products on your store, or apply for the pilot to be among the first merchants live.

Question
Understanding
Intent
Reasoning
Insight
Growth