Neonjelly

Neonjelly is an AI-native Shopify competitor research and store tracking platform. It provides structured access to a catalog of 1.37 million Shopify stores, including modeled traffic and revenue, SKU counts, product catalogs, price changes, and new product feeds. The service is designed to be used through AI assistants such as Cursor, Claude Code, ChatGPT, Windsurf, and VS Code via MCP, or directly through a catalog API and interactive playground. The platform exposes 59 MCP tools covering store search, store details, product search, store products, price drops, store changes, analytics, movers, signal stats, and product ideas. Users can ask plain-language questions such as "Look up Gymshark" or "What moved on prices?" and receive structured catalog rows. Paid Signals watches add ad spend, units, inventory, and ad lift observations sourced from EcomScout. Neonjelly offers a 14-day free trial with 100 lookups per day and no account or card required. Paid plans start at $29/month for Explorer, with higher tiers for daily operations and teams. Data is sourced from the EcomScout catalog, and traffic and revenue figures are modeled estimates; Signal figures are labeled as observes. The service is aimed at e-commerce researchers, product managers, and developers building AI-powered competitor intelligence workflows.

Category: AI API
Pricing: Unknown

Problem solved

Neonjelly solves the problem of gathering and monitoring Shopify competitor intelligence by giving AI assistants and developers a structured API/MCP interface to query store traffic, modeled revenue, product changes, price drops, and paid ad/unit Signals across 1.37M stores, instead of manually scraping or visiting stores.

Use cases

Look up a Shopify store's traffic, modeled revenue, and SKU count
Track competitor price changes and new products across 1.37M stores
Watch a competitor's ads, units, and inventory with paid Signals
Evaluate product idea saturation by category or keyword
Build store lists filtered by country, niche, email, or Instagram
Integrate Shopify competitor data into Cursor, Claude Code, ChatGPT, or VS Code
Monitor store changes and movers/growing stores
Run price intelligence queries to see who cut prices this week

Audience

Developers
Business Users
Product Managers
Startups
Enterprise

Pros

Covers 1.37M Shopify stores with catalog, traffic, and modeled revenue data
Native MCP integration for Cursor, Claude Code, ChatGPT, Windsurf, and VS Code
59 tools cover store lookup, product search, price drops, store changes, analytics, movers, and Signals
Free 14-day trial with 100 lookups/day and no account or card required
Paid Signals add ad spend, units, inventory, and ad lift observations

Cons

Traffic and revenue are modeled estimates, not verified actuals
Signals features require a paid plan
Only covers Shopify stores, not other e-commerce platforms
Trial is limited to 100 lookups/day and excludes Signals
Some advanced tools may require familiarity with MCP/API workflows

Official website: https://neonjelly.io/

Canonical LambdaBase page: https://www.lambdabase.com/tools/neonjelly

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Neonjelly

Unknown

• Updated Sep 4, 2026, 09:14 AM

Neonjelly is an AI-native Shopify competitor research and store tracking platform.

Use Cases ▼

Look up a Shopify store's traffic, modeled revenue, and SKU count

Track competitor price changes and new products across 1.37M stores

Watch a competitor's ads, units, and inventory with paid Signals

Evaluate product idea saturation by category or keyword

Build store lists filtered by country, niche, email, or Instagram

Integrate Shopify competitor data into Cursor, Claude Code, ChatGPT, or VS Code

Monitor store changes and movers/growing stores

Run price intelligence queries to see who cut prices this week

What Problem It Solves ▼

Key Features ▼

✓

Covers 1.37M Shopify stores with catalog, traffic, and modeled revenue data

✓

Native MCP integration for Cursor, Claude Code, ChatGPT, Windsurf, and VS Code

✓

59 tools cover store lookup, product search, price drops, store changes, analytics, movers, and Signals

✓

Free 14-day trial with 100 lookups/day and no account or card required

✓

Paid Signals add ad spend, units, inventory, and ad lift observations

Overview

Full Description ▼

The platform exposes 59 MCP tools covering store search, store details, product search, store products, price drops, store changes, analytics, movers, signal stats, and product ideas. Users can ask plain-language questions such as "Look up Gymshark" or "What moved on prices?" and receive structured catalog rows. Paid Signals watches add ad spend, units, inventory, and ad lift observations sourced from EcomScout.

Neonjelly offers a 14-day free trial with 100 lookups per day and no account or card required. Paid plans start at $29/month for Explorer, with higher tiers for daily operations and teams. Data is sourced from the EcomScout catalog, and traffic and revenue figures are modeled estimates; Signal figures are labeled as observes. The service is aimed at e-commerce researchers, product managers, and developers building AI-powered competitor intelligence workflows.