DTC & e-commerce brands

Your next customer
asks AI first.

Your product fits. A competitor gets recommended. Find the gap, fix the answer, and follow the business signals.

See your store’s AI opportunitiesHow we solve this
Sound familiar?01Good products. Missing recommendations.02Product copy misses the buying question.03AI traffic is hard to connect to orders.

How we solve this

Turn shopper questions into a growth loop.

01 — THE WORKFLOW
A working example
A shopper asks

“A work bag that also fits
a weekend away?”

Everyday toteCited alternative
Weekend carryFit + capacity explainedClearer evidence
Travel packCited alternative
Answer
Visit
Order signal
Distinct signals. Matched where data permits.
Shopper questionRecommendation gap
Illustrative workflow · coverage varies.

Built for the moments that matter

Start with a
real business question.

The question

“What bag should I take on a short work trip?”

Find the questions your collection needs to answer.

What you take away

Something your team
can work with.

02 — THE OUTPUT
01

Shopper question map

02

Product content priorities

03

AI traffic & order signals

A clearer path from product discovery to business evidence.

A few useful answers

Before you start.

Does Citable change my Shopify store?

Citable reads your store data. It can also update product pages, but only changes you approve, one at a time. Nothing is published without that approval.

Can you trace every AI recommendation to a sale?

No. AI answer monitoring, referral traffic, and order-source records are different signals. Available attribution depends on the data your store and analytics record.

What do I connect?

Start with your website and brand context. Shopify and Google Analytics add catalog, customer, traffic, and order evidence when connected.

Your next move

See your store’s AI opportunities.

Talk to the teamSee pricing