Live Shopify App Store intelligence

Your agent can finally see the market.

Give any AI agent live Shopify evidence and the history behind it: rankings, reviews, keywords, competitors, pricing, stores, and market changes.

See how to connect
100 free calls / monthNo credit cardOAuth, no API keys
Market research agent
Applora connected
Where is the best opportunity in Shopify subscriptions right now?
Analyzed categories, rankings & recent reviews

The clearest gap is subscription analytics for smaller brands.

Demand

High

Competition

Medium

Review gap

Reporting

Grounded in live + historical Applora data

One intelligence layer for every agent

ClaudeCodexCursorWindsurfClineVS CodeCustom agents

Do more than search

Make every conversation a market decision.

Generic models can brainstorm. Applora gives them the missing context: what is ranking, what customers are saying, where demand is moving, and what competitors changed.

Find opportunities with evidence

Move from “I think” to a market-backed thesis. Your agent can connect category density, keyword competition, rank movement, and review pain.

Market → gap → product brief

Read the voice of the market

Turn thousands of public reviews into recurring complaints, switching triggers, feature requests, and language you can use in positioning.

Reviews → unmet needs

Keep watching after the report

Research should not go stale. Ask what changed across competitors and your watchlist without rebuilding the analysis from scratch.

Daily changes → clear action

MCP brings the data. Skills bring the method.

Use either one, or combine both so your agent has live tools and a repeatable Shopify App Store research workflow.

Remote MCP+Agent Skills

Live now. Historical when it matters.

One connection, two ways to see the market.

Ask for what is happening on Shopify right now, or give the same agent enough history to explain how the market got there. MCP keeps both modes inside one research conversation.

On-demand live

Verify the market as it exists now

Live tools fetch the current Shopify source for time-sensitive questions, including real-time keyword SERPs. More live endpoints can join the same MCP connection as they launch.

Current SERPImmediate validationFresh evidence
Indexed history

Understand direction, not just position

Query Applora’s continuously updated dataset to compare rankings, reviews, competitors, stores, and changes across time.

Daily trackingTrend contextUp to 365 days

From data to a decision

Give your agent the evidence behind the work you already do.

Validate market opportunities

Connect category size, new entrants, ranking movement, review velocity, and incumbent weaknesses before committing to a product.

Market size → competitive gap

View skill

Find keyword and ASO opportunities

Study competition and daily rank history across 600+ tracked keywords, then run a live SERP check when a new term is not indexed yet.

Demand language → discoverability

View skill

Analyze review sentiment at scale

Turn 900K+ public reviews into recurring complaints, feature requests, switching triggers, and the exact language customers use.

Customer voice → product priorities

View skill

Expose competitor weak spots

Compare positioning, rankings, pricing, and recent negative sentiment to find promises competitors make but fail to deliver.

Competitor evidence → differentiation

View skill

Build a stronger pricing strategy

Benchmark free, freemium, and paid offers against category leaders, then connect pricing complaints with gaps in packaging and value.

Pricing patterns → package design

View skill

Discover high-intent store leads

Use 500K+ store profiles and app-install signals inferred from public reviews to find competitor users, identify dissatisfaction, and prioritize targeted outreach.

Install signals → relevant outreach

View skill

App-install relationships are signals inferred from public review activity, not private Shopify installation records.

20 focused tools · live APIs included

Ask the question. Get the evidence.

Each tool is designed to return only the evidence requested—not a dataset your agent must filter again.

Server-side filtersBounded result setsOpt-in verbose fieldsLower token usageBuilt for research at scale

Indexed data tools

Fast access to continuously tracked market data and history.

On-demand live tools

Fetch Shopify now when freshness matters. More live endpoints are coming through the same MCP connection.

Discover

Find the gap before you build

Map categories, test keywords, size the market, and surface underserved opportunities.

search_appslist_categoriesget_categorysearch_keywordsget_keywordresearch_keywordLivelive_search_keywordLivelive_get_categoryLiveget_market_overview
Try asking

“Find growing Shopify app categories where the leaders have weak recent reviews.”

Investigate

Turn competitors into a brief

Pull positioning, pricing, rankings, review sentiment, developers, and 500K+ review-inferred app-install signals into one answer.

get_appget_app_reviewssearch_developersget_developersearch_storesget_storelive_get_appLivelive_get_app_reviewsLivelive_get_developerLive
Try asking

“Find stores unhappy with the top loyalty apps, then show me the complaints those competitors have not solved.”

Monitor

Know what changed overnight

Watch launches, pricing moves, rank changes, review momentum, and the apps that matter to you.

get_app_changesget_my_watchlist_changes
Try asking

“Summarize meaningful changes across my watchlist since Monday.”

Connect in minutes

Use the setup that fits your agent.

Remote MCP gives your agent live tools. Six focused Skills give it proven workflows for each critical decision. Together, they are the complete setup.

Recommended

Live data over Remote MCP

Connect once and your agent can combine indexed history with on-demand live Shopify checks, using your plan's access.

Server URL

https://applora.ai/mcp
  • Works with any remote MCP client
  • Live and historical data in one connection
  • Precise filters minimize tokens and latency
  • Browser-based OAuth authorization
  • No secret API key in your config
  • 100 calls every month on Free

Claude Code

One command

claude mcp add --transport http applora https://applora.ai/mcp

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "applora": {
      "url": "https://applora.ai/mcp"
    }
  }
}

Claude Desktop

MCP settings

{
  "mcpServers": {
    "applora": {
      "url": "https://applora.ai/mcp"
    }
  }
}

Every other agent

Remote MCP URL

https://applora.ai/mcp
Your next research session is on us

Stop asking your agent to guess.

Connect Applora and turn the next vague idea, competitor question, or market shift into an evidence-backed decision.

No credit card. Upgrade only when your agent needs more.

Free

$0

  • 100 agent calls every month
  • 14 indexed research tools
  • 7-day market history

Pro

$49/month

  • 5,000 calls per billing period
  • 20 indexed + live tools
  • 365-day market history
  • Real-time keyword research
  • Token-efficient filtered responses
  • CSV exports

Remote MCP with secure OAuth

Open-source Agent Skills

Built for every compatible agent