GigaCommerce
Insights

Practical writing on agentic commerce, catalog, Shopify and Amazon.

Frameworks we use with clients. No SEO listicles, no hot takes — real depth from operators who ship.

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AMAZONGigaCommerce · Insights
Amazon

Amazon Search Query Performance Report: How to Read Your Share of Demand

A practical guide to Amazon's Search Query Performance report: share-of-demand math, funnel gaps, and how mid-market brands turn SQP into listing and PPC actions.

Sujan Bhuiyan11 min
AGENTIC COMMERCEGigaCommerce · Insights
Agentic Commerce

What Your Free Agentic Commerce Readiness Score Report Actually Grades

Not a vibe check. A /100 grade across four dimensions that decide whether Brand Agents and AI shopping can find, recommend, and sell your products — with three fixes you can ship yourself.

Sujan Bhuiyan9 min
AGENTIC COMMERCEGigaCommerce · Insights
Agentic Commerce

When AI Shopping Promises a Delivery Date Your Warehouse Can't Hit

Assistants cite one arrival window. If your banner, policy page, schema, and Amazon SLA disagree, that window is the wrong one.

Sujan Bhuiyan11 min
CATALOG FOR AIGigaCommerce · Insights
Catalog for AI

How We Enrich 10 Sample SKUs Before You Commit to Catalog Work

A free 10-SKU pass is not a teaser PDF. It is a worked before/after on your messiest hero products so you can decide whether full enrichment is worth it.

Sujan Bhuiyan10 min
SHOPIFYGigaCommerce · Insights
Shopify

Shopify Markets vs a Separate Store: When One Admin Is Enough

One Shopify admin can run local currency, domains, and catalogs for most mid-market brands. Separate stores are for legal entities, conflicting catalogs, or markets that need their own ops stack.

Sujan Bhuiyan12 min
CATALOG FOR AIGigaCommerce · Insights
Catalog for AI

What You Get Back From a Free 10-SKU Catalog Enrichment Sample

Not a sales PDF. Ten of your SKUs, enriched to a category schema, returned as fields you can paste into Shopify metafields or an Amazon flat file.

Sujan Bhuiyan10 min
COMMERCE GEOGigaCommerce · Insights
Commerce GEO

When Shoppers Ask AI for Gift Ideas, Why Mid-Market Brands Never Make the List

Product queries ask what something is. Gift queries ask who it is for, at what price, and for what occasion. Most catalogs only answer the first.

Sujan Bhuiyan9 min
AMAZONGigaCommerce · Insights
Amazon

Seller Central vs Vendor Central: Which Amazon Path Fits Your Brand

A practical 1P vs 3P decision guide for $100K–$10M brands: who owns price and inventory, how the fee math differs, and when a hybrid account is the real answer.

Sujan Bhuiyan11 min
AGENTIC COMMERCEGigaCommerce · Insights
Agentic Commerce

How to Train a Shopify Knowledge Base Brand Agents Will Quote

Generated FAQs are a draft. This is the working method for overriding them, tying each answer to a policy URL, and testing the quote before a channel goes live.

Sujan Bhuiyan12 min

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