Open-source tools to make your e-commerce store AI-ready. Built for the era of Agentic Commerce, where ChatGPT, Claude, and other AI agents are the new shopping intermediaries.
Website: www.deeplumen.com | Docs: www.deeplumen.com/docs
Agentic Commerce is the emerging paradigm where AI agents (ChatGPT, Claude, Perplexity, Gemini) discover, recommend, and transact products on behalf of users. Traditional SEO is dying. GEO (Generative Engine Optimization) is the new battleground.
This toolkit gives Shopify merchants, BigCommerce stores, and custom storefronts the tools they need to:
- Make their pages efficient for AI crawlers (GPTBot, ClaudeBot, PerplexityBot)
- Generate AI-readable metadata (
llms.txt) - Validate structured data that AI agents need
- Reduce token bloat that destroys context windows
When a user asks ChatGPT "find me a waterproof hiking backpack under $200", the AI:
- Crawls your product pages
- Counts tokens (context window is finite)
- Extracts structured data
- Recommends the best match
If your pages are bloated (40,000 tokens per page) or lack structured data, your products simply don't get recommended. This toolkit helps you fix that.
Generates an AI-readable metadata file for your store. Place it at yourstore.com/llms.txt and AI agents will use it to understand your brand, policies, and product categories.
Use case: Quick win for any Shopify store. Takes 5 minutes to set up.
Analyzes your product page HTML and estimates how many tokens AI crawlers consume per page. Identifies common bloat patterns:
- Excessive inline scripts
- Bloated utility CSS classes
- Missing structured data
- Framework artifacts (data attributes, etc.)
Use case: Diagnose why your pages aren't being picked up by AI search.
Validates your product JSON-LD against 14 fields that AI agents need for recommendations. Highlights missing critical fields like material, availability, priceCurrency.
Use case: Ensure your products show up when AI agents filter by "cotton shirts" or "in stock items".
# Clone the repo
git clone https://github.com/DeepLumenClaw/agentic-commerce-toolkit.git
cd agentic-commerce-toolkit
# Install dependencies
npm install
# Run locally
npm run devOpen http://localhost:5173 and start using the tools.
This is a static site that deploys anywhere:
Vercel (recommended):
npm install -g vercel
vercelNetlify:
npm run build
# Drag the dist/ folder to NetlifyThis toolkit is part of a larger vision: the Open Commerce Protocol (OCP) — an open standard for how AI agents transact with e-commerce stores. Key principles:
- Merchant of Record stays with the merchant (no payment hijacking by AI platforms)
- Standardized product data exchange via enhanced Schema.org
- Token-efficient page formats (Agentic Pages)
- Real-time inventory sync for AI recommendations
Learn more at www.deeplumen.com.
We're also building the M2AI framework — a new discipline for marketers in the AI era. Topics include:
- How to optimize product copy for LLM understanding
- Token-efficient content structures
- AI-friendly faceted navigation
- Prompt-engineered product descriptions
Full M2AI guide: www.deeplumen.com
-
llms.txtGenerator - Token Bloat Checker
- Schema.org Checker
- GPTBot Crawler Simulator (CLI)
- OCP Transaction Sandbox
- Shopify Theme Auditor
- BigCommerce Plugin
Want a feature? Open an issue or contact us.
This toolkit handles the basics. For production stores with 10,000+ SKUs, the DeepLumen Shopify App automates everything:
- Auto-generated
llms.txtthat updates in real-time - Agentic Pages that compress your product pages by 79.7%
- AI-extracted attributes (material, color, pattern) for every product
- Full OCP protocol integration
In-depth guides in docs/:
- What is Agentic Commerce? — Concept overview, the shift from SEO to GEO, what changes for merchants.
- The
llms.txtSpecification — Full format reference, required and optional sections, common mistakes. - Optimize Your Shopify Store for ChatGPT — Practical five-step walkthrough for Shopify merchants.
Industry-specific llms.txt templates in examples/industries/:
Version history: CHANGELOG.md.
PRs welcome! Areas we'd love help with:
- Additional schema validators (Restaurant, LocalBusiness)
- More languages (Spanish, German, Japanese)
- Backend proxy for URL fetching
- CLI versions of these tools
MIT - Use freely, attribute kindly.
DeepLumen is pioneering Agentic Commerce infrastructure. We build the protocols, standards, and tools that let merchants thrive in the AI-first commerce era.
Website: www.deeplumen.com Email: contact@deeplumen.com
agentic commerce · llms.txt · shopify ai seo · chatgpt ecommerce · geo optimization · ai agent commerce · schema.org validator · token optimization · m2ai · ocp protocol · gptbot · claudebot · ai crawler · structured data · ecommerce ai
Built with care by DeepLumen.