E-commerce Brands
Your catalog is built for browsers, not for agents that buy.
Shopify storefront, review streams, and a customer WhatsApp or Discord group.
What this looks like in E-commerce Brands
A catalog scored the way an agent reads it
We grade every sellable SKU on the Agent Readiness Ladder, then fix attribute coverage on the products that carry the revenue first, not alphabetically.
PROOF IN THIS SECTOR
Real e-commerce brands work, written up in full.
Unnamed client, mid-market DTC brand · Agent-Ready Commerce
A catalog graded the way an agent reads it, fixed revenue-first
A DTC brand with a large SKU count had a catalog written for human browsers. We scored every sellable SKU against the Agent Readiness Ladder and fixed attribute coverage on the products carrying the revenue first.
Read the full case study →Unnamed client, B2B industrial distributor · Agent-Ready Commerce
Compatibility data structured so an agent can answer 'will this fit?'
A B2B distributor's buyers were starting to arrive through AI assistants asking compatibility and lead-time questions the catalog could not answer. We made the fitment and availability data machine-readable and exposed it through a governed interface.
Read the full case study →See all case studies across every sector we work in.
MISSING SIGNALS
Three things happening right now that never reach your systems.
What's happening
Agent traffic hits product pages and bounces.
What it tells you
Your attributes are unreadable to machines.
What you're losing
An entire emerging buying channel.
What's happening
Repeat buyers coordinate restock alerts off-platform.
What it tells you
Demand signal ahead of your forecast.
What you're losing
Inventory precision and pre-orders.
What's happening
Support answers the same sizing question 40 times.
What it tells you
A missing structured attribute.
What you're losing
Conversion and return margin.
An AI agent just read your product page and moved on.
It could not parse your attributes, your stock, or your terms, so it recommended a competitor it could. That traffic never shows up as a lost sale, because it never became a visit.
Recommended entry point
Agent-Ready Commerce Readiness Audit
Scores catalog structure, data quality, and agent accessibility across five dimensions.
$3,500 fixed
Typical duration: 2–3 weeks
Email me the framework
Not ready to talk? Read the framework first.
We'll email you the NeoAistriq Readiness Framework as a branded PDF, the four stages, what we score, and what each stage costs to fix. No sequence, no call booked on your behalf.
One email with the framework. No sequence, no call scheduled on your behalf.
NEXT STEP
Is this how it actually looks in your e-commerce brands business?
Answer four questions about your own setup and we'll name the engagement that fits, and the price.