Product Features

Built for the AI commerce era

Every feature in Bot It is designed around one mission: making your Shopify store the first recommendation when AI agents shop.

MCP Response Enrichment

When an AI agent queries your store, it receives a raw product response from Shopify’s Agentic Storefront. Bot It intercepts that response and layers in your brand context, product narratives, and review data before the agent ever sees it.

Brand voice and context injection into every query
Product and collection narrative enrichment
Review data embedding (ratings, summaries, top quotes)
Search gap tracking for zero-result queries

What Bot It injects into the MCP response

brand_context: "Premium menswear, sustainable materials, free shipping over $50..."

bot_it_context: { narrative, fit_notes, materials, use_cases, complementary_products }

bot_it_reviews: { avg_rating: 4.7, review_count: 142, summary: "Customers love the fit..." }

Agent Traffic Analytics

For the first time, Shopify merchants can see exactly what AI agents are doing on their store. Bot It’s analytics dashboard surfaces the data that’s been invisible until now.

AI agent session tracking by agent name and type
MCP tool usage and average response times
Search gap identification (zero-result queries)
Enrichment rate and proxy request volume

1,847

AI Agent Sessions

+23% this week

4,291

MCP Requests

+41% this week

38ms

Avg Response Time

-12ms this week

Search Gaps Found

new this week

Review Integration & Brand Voice

AI agents make better recommendations when they have the full picture. Bot It syncs your review data and brand context so every agent interaction includes your ratings, customer sentiment, and brand story.

Sync reviews from Judge.me, Yotpo, Loox, Stamped, or Okendo
Ratings, review counts, and top quotes injected into MCP responses
Brand voice editor with tone, shipping, returns, and FAQ fields
Product and collection narratives with fit, materials, and use-case context

4.7 (142 reviews)

"Customers love the fit and quality. Multiple repeat buyers mention the Oxford cotton feels premium."

Brand Voice

"We make premium menswear from sustainable materials. Free shipping on all orders over $50. Easy 30-day returns."

Product Narrative

"True-to-size. Oxford cotton, machine washable. Perfect for business casual. Pairs well with our chinos."

More features built for AI commerce

Agentic Storefront Sync

Native integration with Shopify’s Agentic Storefront infrastructure. Connect in minutes, optimize immediately. No developer required.

Discovery Files

Bot It generates and serves your UCP manifest, agents.txt, llms.txt, and commerce.txt so every AI agent can find and understand your store.

Knowledge Base Sync

Push your brand context, product narratives, and collection data to Shopify metafields so they’re available across the Agentic Storefront.

Bot It vs. the alternatives

See why Shopify merchants choose Bot It over doing nothing or using generic MCP tools.

Feature	Doing Nothing	Generic MCP Tool
MCP Response Enrichment
Brand Voice & Narrative Injection
Review Data Integration
AI Agent Traffic Analytics
Search Gap Identification
Discovery Files (UCP, agents.txt)		Partial
Knowledge Base Sync
Shopify Agentic Storefront Native
No theme changes required	—
Shopify App Store Install	—

See every feature live on your store.

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