Competitive Digital Intelligence
@apifyforge
关于 Competitive Digital Intelligence
Competitive digital intelligence for AI agents — this MCP server delivers a full-spectrum analysis of any competitor's digital presence by orchestrating 8 specialist data sources in parallel. It is built for strategy teams, product managers, and AI-powered research workflows that
基本信息
配置
使用下面的配置,将此服务器添加到你的 MCP 客户端。
{
"mcpServers": {
"competitive-digital-intelligence-mcp": {
"url": "https://ryanclinton--competitive-digital-intelligence-mcp.apify.actor/mcp"
}
}
}工具
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工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。
概览
What is Competitive Digital Intelligence?
Competitive Digital Intelligence is an MCP server that performs a full-spectrum analysis of any competitor’s digital presence by orchestrating eight specialist data sources in parallel. It returns a scored 0-100 Competitive Intelligence Report with structured, actionable outputs rather than raw scraped data. It is built for strategy teams, product managers, and AI-powered research workflows.
How to use Competitive Digital Intelligence?
Add the server URL to any MCP-compatible client (Claude Desktop, Cursor, Windsurf, Cline). Then call tools like full_competitive_audit with a competitor domain and optional industry. Alternatively, use programmatic HTTP requests with your Apify token. Each tool costs $0.045 per event and returns a JSON report.
Key features of Competitive Digital Intelligence
- 8-source parallel orchestration (Promise.all) for speed
- Composite Competitive Intelligence Score (0-100) with five verdict labels
- Four-tier sub-scores: tech stack, SEO, e-commerce, reputation
- Standalone focused tools for partial analyses at lower cost
- Spending limit enforcement to protect agent budgets
- WCAG accessibility violations factored into the SEO score
Use cases of Competitive Digital Intelligence
- Marketing competitive benchmarking – Run monthly audits against competitors and track composite score trends for leadership presentations.
- Product team technology intelligence – Detect when competitors adopt new frameworks or infrastructure via tech stack analysis.
- E-commerce pricing strategy – Monitor competitor product breadth, discounts, and promotional patterns for assortment planning.
- Investor/M&A digital due diligence – Assess engineering debt with legacy indicators and cross-reference reputation scores.
- AI agent competitive research workflows – Give autonomous agents structured competitive context to synthesize briefs without scraping code.
FAQ from Competitive Digital Intelligence
What data does the server extract?
It extracts 9 data points: technology stack, SERP keyword rankings, Shopify product catalog, product pricing and discounts, cross-platform review ratings, Trustpilot TrustScore, Wayback Machine snapshot history, WCAG accessibility violations, and a composite Competitive Intelligence Score.
How is the Competitive Intelligence Score calculated?
The composite score uses a weighted formula: SEO 30% + e-commerce 25% + reputation 25% + tech stack 20%. Each dimension is scored 0-100, and the total is labeled as WEAK_COMPETITOR, EMERGING, ESTABLISHED, STRONG, or MARKET_LEADER.
Which MCP clients are supported?
The server works with Claude Desktop, Cursor, Windsurf, Cline, and any MCP-compatible client. It can also be called via HTTP from any AI agent or workflow.
Are there spending controls?
Yes. Each tool enforces a per-event charge limit. If the limit is reached, the tool returns a structured error instead of executing, preventing overspending by agents.
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