📊 Analytics & Growth by Kovotic Labs

Semantic fashion search that understands context

PulseQuery — powered by intelligent LLM reasoning, not static rule chains.

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PulseQuery uses AI to solve: Fashion product catalogues on Shopify lack semantic search capability, forcing shoppers to rely on exact keyword matches and missing contextual attrib
Capabilities

Everything you need, nothing you don't

Secure authentication with Shopify OAuth

Background automation — runs 24/7 without manual intervention

Semantic Attribute Extraction Prompt

pgvector Semantic Search

Storefront Search Widget (JS Snippet)

Pricing

Simple, transparent pricing

Starter

$29/mo + usage
  • Up to 100 events/month
  • All core integrations
  • Email support
  • 7-day free trial
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Pro

$199/mo + usage
  • Up to 5,000 events/month
  • Advanced automated operations
  • Priority support with SLA
  • 7-day free trial
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Early Access

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Resources

Merchant Resource Center

Quick Start Guide

1
Install PulseQuery from the Shopify App Store. Authorize the required permissions: read_inventory, read_product_listings, read_products.
2
Open the Insights page to see your real-time monitoring dashboard. This is your command center for semantic fashion search that understands context.
3
Navigate to Dashboard for detailed data tables. Review individual events, drill into specifics, and take manual actions when needed.
4
Go to Settings to configure your thresholds, alert preferences (email/Slack), and automation rules. PulseQuery works out of the box, but fine-tuning improves accuracy.
5
Use Team Management to add staff members with role-based access (Viewer, Editor, Admin). Control who can see data vs. who can take actions.
6
PulseQuery automatically starts monitoring your store via orders/create and orders/updated and CUSTOMERS_DATA_REQUEST and CUSTOMERS_REDACT and SHOP_REDACT events. No additional configuration needed — data flows within seconds of installation.

Estimated setup time: 5 minutes

Frequently Asked Questions

How does PulseQuery work technically?
Event Ingestion AI Analysis
What Shopify data does PulseQuery monitor?
PulseQuery automatically monitors fires when a new order is placed and fires when an existing order is modified and gdpr: customer data export. This happens in real-time — no manual setup required.
Does PulseQuery work with Shopify Plus?
Yes. PulseQuery is fully compatible with Shopify Plus, including multi-store setups, custom checkout flows, and advanced API access. Enterprise features like role-based access control (RBAC) and audit logging are available on higher tiers.
Is my store data secure with PulseQuery?
Yes. Merchant data is stored on isolated infrastructure, transmitted over HTTPS, and retained only as long as needed to deliver the app's functionality. Retention defaults to 90 days and is configurable in Settings.
What if PulseQuery isn't showing data?
The most common issue is missing api scopes. "Cannot initialize Shopify API Library" error on app load. Check your app settings and ensure all required permissions are granted. Contact support@kovotic.io if the issue persists.
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PulseQuery Assistant
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