# GigaCommerce

> GigaCommerce installs the agentic-commerce stack — Shopify Brand Agents, Copilot Checkout, and AI-ready product catalogs — for merchants doing $100K–$10M in revenue. Fixed-scope engagements, two-week deployments, transparent measurement. Part of Gigaverse Holdings.

GigaCommerce is an implementation partner for the wave of AI shopping infrastructure that shipped in 2026. When an AI shopping agent (ChatGPT, Perplexity, Google AI Overviews, Amazon Rufus, Shopify Brand Agents) needs to find, recommend, or sell a merchant's products, GigaCommerce is the team that makes the merchant's store ready for it.

## Services (the four SKUs)

- [Agentic Commerce Setup](https://gigacommerce.co/agentic-commerce-setup): Install Shopify Brand Agents + Copilot Checkout + an AI-ready catalog. Fixed scope, live in two weeks. The flagship service.
- [Catalog Enrichment for AI](https://gigacommerce.co/catalog-enrichment): Restructure, enrich and schema-tag product catalogs so AI shopping engines surface them. Throughput-priced, 100–100,000 SKUs.
- [Commerce GEO](https://gigacommerce.co/commerce-geo): Generative Engine Optimisation — get a brand's products cited by ChatGPT, Perplexity, Google AI Overviews, Copilot and Rufus. Built jointly with Gigabit. Three-month engagements.
- [Merchandising Agents](https://gigacommerce.co/merchandising-agents): Automated restock, promo and review-to-UGC agents for independent merchants. Coming Q2 2027.

## Delivery channels

- [Shopify Build & Growth](https://gigacommerce.co/shopify): Custom Shopify and Shopify Plus builds with Brand Agents and Copilot Checkout baked in.
- [Amazon Marketplace](https://gigacommerce.co/amazon): Catalog-first Amazon operations — listings, PPC, AMC, Brand Registry, Rufus readiness.

## Specialised programmes

- [Sourcing & Brand Launch](https://gigacommerce.co/sourcing): Launch a US Amazon brand with verified suppliers in 90 days.
- [Manufacturers on Amazon](https://gigacommerce.co/manufacturers-on-amazon): Bangladesh and South Asia manufacturers take their products to US Amazon under their own brand.
- [Agency Partners](https://gigacommerce.co/agency-partners): White-label agentic-commerce delivery for agencies.

## Free tools

- [Agentic Commerce Readiness Score](https://gigacommerce.co/tools/agentic-readiness-score): Submit a Shopify URL, get a /100 score across catalog, schema, PDP and checkout readiness, plus three specific fixes.
- [AI Citation Check](https://gigacommerce.co/tools/ai-citation-check): Check whether ChatGPT, Perplexity and Google AI Overviews cite a brand.

## Key pages

- [Pricing](https://gigacommerce.co/pricing): Fixed-scope, month-to-month engagements. Includes a 30-second fit quiz.
- [Case Studies](https://gigacommerce.co/case-studies): Anonymised engagement results.
- [About](https://gigacommerce.co/about): Founder-led team of 19, US + Dhaka.
- [Contact](https://gigacommerce.co/contact): Book a 20-minute scope call.
- [Insights](https://gigacommerce.co/insights): Articles on agentic commerce, catalog work, Shopify and Amazon.

## Insights — deep guides (citable reference)

Hub-and-spoke content clusters across eight topics. Pillar guides are the canonical reference for each; hubs live at https://gigacommerce.co/insights/{cluster}/.

### Agentic Commerce (hub: /insights/agentic-commerce)
- [Agentic Commerce on Shopify: The 2026 Guide](https://gigacommerce.co/insights/agentic-commerce/agentic-commerce-shopify-2026-guide): What agentic commerce is and how to configure Brand Agents, Copilot Checkout and an AI-ready catalog. Pillar.
- [Shopify Brand Agents, Explained](https://gigacommerce.co/insights/agentic-commerce/shopify-brand-agents-explained): How a Brand Agent differs from a chatbot and what it needs to work.
- [Copilot Checkout: The Configuration Guide](https://gigacommerce.co/insights/agentic-commerce/copilot-checkout-configuration-guide): Configuring in-conversation checkout for tax, shipping, payments and fulfillment edge cases.
- [How to Measure Agentic Commerce ROI](https://gigacommerce.co/insights/agentic-commerce/measuring-agentic-commerce-roi): The five-metric stack, attribution, and dashboards that defend the investment.
- [The Agentic Commerce Readiness Checklist](https://gigacommerce.co/insights/agentic-commerce/agentic-commerce-readiness-checklist): A run-it-yourself checklist across catalog, schema, PDP, agent and checkout readiness.
- [Brand Agent Conversation Design: 30 Flows That Convert](https://gigacommerce.co/insights/agentic-commerce/brand-agent-conversation-design): A pattern library of conversation flows worth authoring, and how to prioritize them.
- [The Agentic Commerce Glossary](https://gigacommerce.co/insights/agentic-commerce/agentic-commerce-glossary): 40+ terms defined across platform, catalog, GEO, Amazon and measurement.
- [What Breaks First: 10 Failure Modes of a Bad Agent Install](https://gigacommerce.co/insights/agentic-commerce/brand-agent-failure-modes): Diagnosing and fixing a Brand Agent that hallucinates, drifts off-brand, or mishandles checkout.
- [Brand Agents vs. Third-Party Chatbots: The Migration Guide](https://gigacommerce.co/insights/agentic-commerce/brand-agents-vs-chatbots-migration-guide): What genuinely differs and how to migrate without a support gap.
- [The First 30 Days After Your Agent Goes Live](https://gigacommerce.co/insights/agentic-commerce/first-30-days-after-brand-agent-launch): A week-by-week operating rhythm for the first month post-launch.

### Catalog for AI (hub: /insights/catalog-for-ai)
- [Catalog Enrichment for AI: The Playbook](https://gigacommerce.co/insights/catalog-for-ai/catalog-enrichment-for-ai-playbook): Auditing attribute coverage, structuring prose specs, and making a catalog machine-readable. Pillar.
- [Designing a Product Attribute Schema AI Can Use](https://gigacommerce.co/insights/catalog-for-ai/product-attribute-schema-design): Per-category schemas, controlled vocabularies, and governance.
- [Shopify Metafields vs. a PIM](https://gigacommerce.co/insights/catalog-for-ai/shopify-metafields-vs-pim): Where product data should live, by catalog size and team.
- [Compatibility Data: The Attributes AI Agents Rely On Most](https://gigacommerce.co/insights/catalog-for-ai/compatibility-data-for-ai-agents): Works-with / fits / suitable-for relationships and how to build them.
- [Product Attribute Templates by Category](https://gigacommerce.co/insights/catalog-for-ai/category-attribute-templates-library): Starter attribute sets for apparel, beauty, home goods and supplements.
- [Product Taxonomy Design for AI Discovery](https://gigacommerce.co/insights/catalog-for-ai/product-taxonomy-design-for-ai): How category-tree structure affects agent reasoning, and how to fix a messy taxonomy.
- [Variant Data That Doesn't Confuse AI Agents](https://gigacommerce.co/insights/catalog-for-ai/shopify-variant-data-for-ai-agents): Modeling size/color/material variants so agents don't conflate or drop them.
- [Image Metadata & Alt Text at Catalog Scale](https://gigacommerce.co/insights/catalog-for-ai/image-metadata-alt-text-at-scale): Templating alt text and image metadata across a large catalog.
- [Catalog Debt: Measuring What Incomplete Data Costs You](https://gigacommerce.co/insights/catalog-for-ai/catalog-debt-cost-of-bad-data): Framing catalog gaps as compounding debt with a real interest rate.
- [Enriching a 10,000-SKU Catalog Without a Team of Ten](https://gigacommerce.co/insights/catalog-for-ai/enriching-a-10000-sku-catalog): Batching, templating, and safe automation for large-scale enrichment.

### Commerce GEO (hub: /insights/commerce-geo)
- [Commerce GEO: How to Get Your Products Recommended by AI](https://gigacommerce.co/insights/commerce-geo/commerce-geo-products-recommended-by-ai): Generative Engine Optimization for ecommerce — being cited by ChatGPT, Claude, Gemini and Perplexity. Pillar.
- [Structured Data for AI Shopping Agents](https://gigacommerce.co/insights/commerce-geo/structured-data-for-ai-shopping): Product/Offer/Review schema, server-rendering, and llms.txt for commerce.
- [llms.txt for Ecommerce: The Complete Guide](https://gigacommerce.co/insights/commerce-geo/llms-txt-for-ecommerce): What llms.txt is, what to include, and what it does and doesn't do.
- [How to Run an AI Citation Audit for Your Brand](https://gigacommerce.co/insights/commerce-geo/ai-citation-audit-guide): The question-panel method for measuring AI citations across assistants.
- [Should You Block AI Crawlers?](https://gigacommerce.co/insights/commerce-geo/should-you-block-ai-crawlers): The robots.txt decision for merchants, user-agent by user-agent.
- [The Commerce GEO Benchmark: What "Good" Citation Rates Look Like](https://gigacommerce.co/insights/commerce-geo/commerce-geo-citation-rate-benchmark): Realistic citation-rate bands by category maturity and catalog depth.
- [GEO vs. SEO Budget Split: A Decision Framework](https://gigacommerce.co/insights/commerce-geo/geo-vs-seo-budget-split): How to split marketing budget between classic SEO and GEO.
- [How Perplexity Picks Products (Observed Behavior)](https://gigacommerce.co/insights/commerce-geo/how-perplexity-picks-products): Observed patterns in how Perplexity sources and cites shopping answers.
- [Google AI Overviews for Ecommerce](https://gigacommerce.co/insights/commerce-geo/google-ai-overviews-for-ecommerce): What surfaces in AI Overviews and how it differs from featured snippets.
- [Reviews, Reddit, and the Corroboration Graph](https://gigacommerce.co/insights/commerce-geo/reviews-and-the-corroboration-graph): Which independent sources AI assistants weight when deciding brand trust.
- [The Quotable Content Style Guide](https://gigacommerce.co/insights/commerce-geo/quotable-content-style-guide): How to write content ChatGPT and Perplexity will quote.

### Shopify (hub: /insights/shopify)
- [Building a Shopify Product Page AI Agents Can Read](https://gigacommerce.co/insights/shopify/shopify-product-pages-for-ai-agents): Metafields, server-rendered facts, schema and speed for AI-readable PDPs. Pillar.
- [Shopify Speed & Core Web Vitals in the Agentic Era](https://gigacommerce.co/insights/shopify/shopify-speed-core-web-vitals-agentic): The speed discipline with 2026 stakes — apps, images, scripts.
- [Is Shopify Plus Worth It for Agentic Commerce?](https://gigacommerce.co/insights/shopify/shopify-plus-for-agentic-commerce): The upgrade decision now that Brand Agents are Plus-only.
- [On-Site AI Search on Shopify](https://gigacommerce.co/insights/shopify/on-site-ai-search-shopify): AI search setup, data requirements, and how it differs from a Brand Agent.
- [The 6-8 App Rule: A Shopify App Audit Method](https://gigacommerce.co/insights/shopify/shopify-app-audit-six-to-eight-rule): Cutting app bloat for both speed and AI-crawler legibility.
- [Shopify Theme Choice for the Agentic Era](https://gigacommerce.co/insights/shopify/shopify-theme-choice-agentic-era): A decision framework for theme choice based on server-rendering and metafield support.
- [Migration to Shopify Without Losing Rankings or Data](https://gigacommerce.co/insights/shopify/shopify-migration-without-losing-rankings): URL mapping, redirects, and a launch-week monitoring plan.
- [Klaviyo + Brand Agents: The Data Flow That Works](https://gigacommerce.co/insights/shopify/klaviyo-brand-agents-data-flow): What agent-collected context is worth feeding into lifecycle marketing.
- [Checkout Extensibility: What to Customize, What to Leave](https://gigacommerce.co/insights/shopify/shopify-checkout-extensibility-guide): A grounded scope for checkout customization that won't break conversion.

### Amazon (hub: /insights/amazon)
- [Amazon Listing Optimization in the Age of Rufus](https://gigacommerce.co/insights/amazon/amazon-listing-optimization-rufus): Optimizing listings, attributes and A+ content for Amazon's Rufus AI assistant. Pillar.
- [A+ Content That Rufus Can Read](https://gigacommerce.co/insights/amazon/amazon-a-plus-content-rufus): Modules, comparison charts, and image-text discipline for AI readability.
- [Amazon Backend Attributes: The Complete Fill-Out Guide](https://gigacommerce.co/insights/amazon/amazon-backend-attributes-guide): The structured fields behind the listing and why Rufus reads them.
- [Reviews as Machine-Readable Evidence on Amazon](https://gigacommerce.co/insights/amazon/amazon-reviews-machine-readable-evidence): Reviews, Q&A, and ethical review generation as AI trust signals.
- [TACOS, Not ACoS: The Measurement Shift](https://gigacommerce.co/insights/amazon/tacos-not-acos-measurement-shift): Why TACOS catches ad cannibalization that ACoS hides.
- [The Rufus Test: 20 Questions to Ask About Your Own Listing](https://gigacommerce.co/insights/amazon/the-rufus-test-for-your-listing): A self-audit framework for Rufus-readiness.
- [Amazon Brand Story vs. A+ Premium: What's Worth It](https://gigacommerce.co/insights/amazon/amazon-a-plus-premium-worth-it): A cost-benefit framework for standard A+ vs. A+ Premium modules.
- [SPAG PPC Structure, Explained](https://gigacommerce.co/insights/amazon/spag-ppc-structure-explained): Single Product Ad Group campaign structure and why it improves bid precision.
- [Browse Tree & Category Corrections](https://gigacommerce.co/insights/amazon/amazon-browse-tree-category-corrections): Fixing miscategorized listings that silently cap ranking and Rufus surfacing.

### South Asia → US Commerce (hub: /insights/south-asia)
- [The Bangladesh Manufacturer's Bridge to US Amazon](https://gigacommerce.co/insights/south-asia/bangladesh-manufacturers-us-amazon-bridge): The four-span playbook from contract manufacturing to a brand-owned US Amazon position. Pillar.
- [The South Asia Playbook: India and Pakistan Manufacturers on US Marketplaces](https://gigacommerce.co/insights/south-asia/south-asia-manufacturers-us-marketplaces): What changes by country, what stays identical.
- [The US Compliance Checklist for South Asian Exporters](https://gigacommerce.co/insights/south-asia/us-compliance-south-asian-exporters): Entity, tax, trademark, and customs orientation.
- [Landed Cost Math: South Asia to US FBA](https://gigacommerce.co/insights/south-asia/landed-cost-math-south-asia-to-us-fba): The landed-cost components a manufacturer must account for before pricing a US launch.
- [The Hero Product Selection Framework for Manufacturers](https://gigacommerce.co/insights/south-asia/hero-product-selection-framework): A scoring framework for choosing the first product to launch.
- [Payment Rails: Getting Paid from US Sales in BDT/INR/PKR](https://gigacommerce.co/insights/south-asia/amazon-payment-rails-for-south-asian-manufacturers): Payout mechanics and currency-conversion options for South Asian sellers.
- [Freight & Customs: The Manufacturer's First Shipment](https://gigacommerce.co/insights/south-asia/first-fba-shipment-freight-and-customs): Freight mode, forwarders, export docs, and US customs clearance.
- [From OEM to Brand: Naming, Trademark, and Registry](https://gigacommerce.co/insights/south-asia/oem-to-brand-trademark-and-registry): Trademark search, USPTO timeline, and how Brand Registry unlocks A+ content.

### Growth & Retention (hub: /insights/growth-retention)
- [DTC Growth & Retention in the Agentic Era](https://gigacommerce.co/insights/growth-retention/dtc-growth-retention-agentic-era): Why retention becomes the moat when AI mediates acquisition. Pillar.
- [Lifecycle Email Meets Agentic Commerce](https://gigacommerce.co/insights/growth-retention/lifecycle-email-agentic-commerce): The owned channel no assistant mediates — flows, double opt-in, zero-party data.
- [Post-Purchase Brand Agents: Support That Sells](https://gigacommerce.co/insights/growth-retention/post-purchase-brand-agents): WISMO, warranty, and repeat revenue from the post-purchase agent.
- [The Retention Audit: 12 Checks Before You Buy More Traffic](https://gigacommerce.co/insights/growth-retention/dtc-retention-audit-12-checks): The retention diagnostic to run before spending more on acquisition.
- [Welcome Flow Rewrite for the Agentic Era](https://gigacommerce.co/insights/growth-retention/welcome-flow-rewrite-agentic-era): Rebuilding the welcome series for zero-party data and agent-influenced traffic.
- [Subscription & Replenishment: When Agents Reorder For You](https://gigacommerce.co/insights/growth-retention/subscription-replenishment-ai-reorder): What data structure a brand needs for an agent to reorder correctly.
- [LTV Math for Brands Acquired Through AI Channels](https://gigacommerce.co/insights/growth-retention/ltv-math-for-ai-acquired-customers): Whether an AI-referred customer is worth more, and what to actually track.

### For Agencies (hub: /insights/agency-playbooks)
- [The Agency Playbook: Adding Agentic Commerce Services in 2026](https://gigacommerce.co/insights/agency-playbooks/agency-agentic-commerce-playbook): Refer, white-label, or build — the options ladder for service providers. Pillar.
- [White-Label vs. In-House: Delivering Agentic Commerce as an Agency](https://gigacommerce.co/insights/agency-playbooks/white-label-vs-in-house-agentic-delivery): Ramp costs, margin structure, and a decision matrix.
- [How Agencies Package Commerce GEO as a Service](https://gigacommerce.co/insights/agency-playbooks/packaging-commerce-geo-agency-service): Scope, deliverables, and citation-panel measurement clients believe.
- [Pricing Agentic Services: Fixed-Scope Logic for Agencies](https://gigacommerce.co/insights/agency-playbooks/pricing-agentic-services-for-agencies): A pricing-structure guide for fixed-fee vs. hourly installs and GEO retainers.
- [The Agency Pitch Deck for Agentic Commerce, Annotated](https://gigacommerce.co/insights/agency-playbooks/agency-pitch-deck-agentic-commerce): A slide-by-slide structure for pitching agentic commerce services to clients.
- [Hiring an Agentic Commerce Lead: A Role Scorecard](https://gigacommerce.co/insights/agency-playbooks/hiring-an-agentic-commerce-lead): The skill blend and interview signals for an in-house agentic commerce hire.
- [The QBR Template for Agentic Engagements](https://gigacommerce.co/insights/agency-playbooks/qbr-template-for-agentic-engagements): A quarterly client-reporting structure for agentic commerce results.

## Contact

- Email: hello@gigacommerce.co
- Founder: Sujan Bhuiyan — contact@sujanbhuiyan.com