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

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
AGENTIC COMMERCEGigaCommerce · Insights
Agentic Commerce

When AI Shopping Quotes the Wrong Price

Assistants cite one number. If compare-at, checkout discounts, coupons, and schema disagree, that number is the wrong one.

Sujan Bhuiyan12 min
SHOPIFYGigaCommerce · Insights
Shopify

Headless Shopify in 2026: Who Actually Needs Hydrogen

A decision test for Hydrogen and Oxygen: when a $100K–$10M Shopify brand should leave Liquid, and when a faster theme is the better build.

Sujan Bhuiyan12 min
COMMERCE GEOGigaCommerce · Insights
Commerce GEO

What a Schema Audit Actually Finds

A schema audit is not a Rich Results badge. It is a 14-field read of what AI shopping agents can actually extract from your PDPs — and what they skip.

Sujan Bhuiyan10 min
FOR AGENCIESGigaCommerce · Insights
For Agencies

The Agency Playbook: Adding Agentic Commerce Services in 2026

Clients started asking about Brand Agents on June 18. Here's how an agency answers without betting the roadmap on a practice it hasn't built yet.

Sujan Bhuiyan11 min
FOR AGENCIESGigaCommerce · Insights
For Agencies

The Agency Pitch Deck for Agentic Commerce, Annotated

Most agencies pitch agentic commerce with a slide about ChatGPT and a shrug. Here's a structure that closes instead.

GigaCommerce Team13 min
GROWTH & RETENTIONGigaCommerce · Insights
Growth & Retention

DTC Growth & Retention in the Agentic Era

Agents can redirect the first order; they cannot take the customer relationship you own — the pillar guide to growing DTC when AI mediates discovery.

Sujan Bhuiyan11 min
COMMERCE GEOGigaCommerce · Insights
Commerce GEO

How Perplexity Picks Products (Observed Behavior)

Perplexity doesn't tell you how it picks products. This is what field observation says, not a leaked algorithm.

GigaCommerce Team11 min

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