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.

Catalog Discovery Audit & AI Fixes

Shopify syndicates your products to ChatGPT, Copilot, and Gemini automatically — and when your data is incomplete, Shopify’s AI guesses the missing pieces with what its own docs call “varying accuracy.” Bot It audits every product on the exact data points agents rank on, then fixes the gaps with AI — on your terms.

  • Every product scored 0–100: category, attributes, GTINs, alt text, descriptions, variants, availability, policies
  • AI-written image alt text, SEO fields, detected attributes, and agent narratives Pro
  • Your automation, your rules: Full Review, Semi Auto, or Full Auto
  • Every change logged with its before-value — one-click revert
Product audit — what agents see
Taxonomy category12/12 ✓
Image alt text3/10 — 4 images missing
Category attributes2/6 explicitly set
⚡ Generate fixes with AI — 7 fixes applied, all revertible

AI Rank Tracker Pro

Bot It searches the same global catalog ChatGPT, Copilot, and Gemini shop from — night after night — and records exactly where your products place against named competitors. Fix your data, then watch your rank move. No other Shopify app does this.

  • Track the buyer queries that matter to your store
  • See the competitors ranked ahead of you, by name
  • Buyer-intent context makes checks match real agent behavior
  • Rank history charts your fixes moving the needle
"organic cotton t-shirt" — the AI shelf
#1 — competitor-basics.com
#2 — ecowear-collective.com
#3 — your store ▲ was #18

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
23
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."

Connector — Bring Your Own LLM Pro

Point Claude Desktop, ChatGPT, Cursor, Gemini, or any custom LLM at your store. The Connector exposes a REST API and a hosted MCP server for bulk-enrichment of brand context, collections, and products — no clicking through the admin one product at a time.

  • REST endpoints and MCP server — same auth, same data, your choice of client
  • Per-store API tokens (botit_pat_*) you mint and revoke yourself
  • missing_fields[] array on every read — the LLM knows exactly what to write next
  • Background sync to Shopify metafields stays automatic; you write, we publish
  • Full reference at docs.botitai.com/features/connector
Your LLM writes directly to your store
PATCH /v1/products/8123
Authorization: Bearer botit_pat_…
"narrative": "Engineered for trail runners..."
"materials_notes": "Recycled mesh upper, Vibram outsole"
"ok": true, "updated_fields": ["narrative", "materials_notes"]

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.

Native Theme Files

Bot It generates llms.txt, agents.md, and robots.txt theme files from your store data daily. Install via copy/paste or CLI on Free — or push with one click and toggle on auto-push with Pro.

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 Bot It Doing Nothing Generic MCP Tool
Full catalog audit on agentic ranking factors
AI Rank Tracker vs named competitors
Automated AI fixes (alt text, SEO, attributes)
Revertible change history for every write
MCP Response Enrichment
Brand Voice & Narrative Injection
Review Data Integration
AI Agent Traffic Analytics
Search Gap Identification
Native theme files (llms.txt, agents.md, robots.txt) Partial
Knowledge Base Sync
Bring-Your-Own LLM (REST + MCP) Partial
No theme changes required
Shopify App Store Install

See every feature live on your store.

Install free from the Shopify App Store. AI visibility for your store, today.

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