I built an AI Agent that understands your "Semantic Space" (Not just a wrapper)

Shopify App Store
,
1

Hi everyone,

I wanted to share a deep-tech Shopify App I’ve been building called ObsessAI.

Most “AI Writers” just send a prompt to ChatGPT saying “Write a blog about shoes.” The result is generic fluff that doesn’t sell anything.

I realized that to make AI actually useful for a store, it needs to understand the Catalog’s Semantic Space.

So I built a proprietary “Catalog Intelligence” engine that does exactly that.

How it assumes the role of a Merchandiser:

  1. It builds a “Brand Brain”:
    When you onboard, the agent calculates the “Semantic Center” of your product catalog using vector embeddings. It determines the mathematical boundaries of your brand’s authority.

    • Effect: It knows that a “Summer Dress” store shouldn’t write about “Winter Tires”—even if the keyword volume is high. It rejects “absurd” topics automatically.

  2. Context-Aware Autopilot:
    It has a memory. The AI Context Memory tracks everything it has ever written for you. It ensures it doesn’t repeat topics and maintains a diverse content calendar (mixing educational, transactional, and seasonal posts) without you touching it.

  3. Real Merchandising (Not just links):
    This is the coolest part. The pipeline decides which products to feature BEFORE it writes.

    • If it decides to write a “Product Spotlight” section, it assigns a specific high-relevance product to that block.
    • It then writes the content specifically about that product’s features (extracted from your actual product data), and embeds a “Buy Now” card directly in the flow.

  4. Bulk & Schedule:
    You can set it to “Autopilot” and it will:

    • Wake up on your schedule (e.g., every Tuesday).
    • Scan your inventory for what’s in stock.
    • Pick a relevant topic you haven’t covered.
    • Write, Format (with images/products), and Publish to your blog.
    • Inject Schema.org JSON-LD for SEO rich results.

I’m looking for technical feedback.
I want to know if this “Semantic” approaches solves the “Generic AI” problem for you.

Link to App: https://apps.shopify.com/obsessai-retail-agent

Website: https://www.obsessai.com

Video about app: Transform Your Catalog into Sales-Driving Content with Obsess AI | Loom

I’m happy to upgrade accounts for anyone from this community who wants to test the “Brand Brain” depth. Just drop a comment!

Aman