similarweb · MCP Server

From SimilarWeb to AI Agent — Improvado MCP

Improvado connects SimilarWeb traffic and audience data to AI agents via MCP. Ask about competitor traffic trends, channel mix, referral sources, and audience overlap in plain English. Competitive research that used to take hours happens in seconds.

46K+ metrics ·Read & Write access ·500+ platforms ·<60s setup

Read

Read: Pull Competitive Intelligence Without Leaving the Chat

Stop toggling between SimilarWeb dashboards and spreadsheets. Ask your AI agent for traffic comparisons, keyword share, referral patterns, and audience demographics across any set of domains. The MCP server handles SimilarWeb API calls and data normalization.

Example prompts

"Compare organic traffic trends for our top 5 competitors over the last 6 months. Who is growing fastest?"

45 min → 1 min

"What are the top referral sources sending traffic to Competitor X? Show me the top 10 and their traffic share."

20 min → 30 sec

"Which paid keywords is Competitor Y bidding on that we are not? Pull the top 20 by estimated traffic."

1 hr → 2 min

Works with Claude ChatGPT Cursor +5

Write

Write: Turn Intelligence Into Deliverables Automatically

Your AI agent doesn't just surface data — it structures it into competitive briefs, benchmark reports, and strategy inputs. Turn SimilarWeb data into something actionable without manual formatting.

Example prompts

"Write a one-page competitive brief on Competitor X — traffic, channels, audience, and top content."

2 hrs → 5 min

"Create a quarterly benchmark report comparing our domain vs. the top 3 competitors across all traffic channels."

3 hrs → 10 min

"Draft talking points for the board deck summarizing how our organic traffic growth compares to the market."

1 hr → 3 min

Every action logged · Fully reversible · SOC 2 certified

Monitor

Monitor: Watch Competitor Traffic Changes in Real Time

Set your AI agent to alert when competitors make significant traffic moves — new traffic sources appearing, organic share shifting, or paid investment spiking. Know when the competitive landscape changes.

Example prompts

"Alert me if any competitor gains more than 15% organic traffic month-over-month."

Manual → auto

"Monthly: send a competitive traffic summary — rank us against top 5 competitors on organic, paid, and direct."

4 hrs → auto

"Flag if a new domain appears in the top 10 for our core category keywords that wasn't there last month."

Manual → auto

Alerts sent to Slack, email, or your AI agent

Full cycle

The Closed Loop: Read → Decide → Write → Monitor

Your AI agent doesn't just surface data — it acts. Adjust pricing, update product descriptions, manage inventory, apply discounts — all through natural language. The MCP server translates intent into API operations.

Every phase runs through the same MCP connection. One protocol, all platforms, full governance. No switching between tools.

Ideate

Launch

Measure

Analyze

Report

Iterate

One conversation. All six phases. Every platform.

The daily grind

Common problems. Direct answers.

Challenge 1

Competitive Research Takes Days and Goes Stale Instantly

The problem

Building a competitive landscape report means pulling data from SimilarWeb, cross-referencing multiple domains, formatting tables, and writing analysis. It takes a full day. By the time leadership reads it, the data is two weeks old and a competitor has already made a move.

How MCP solves it

Ask your AI agent for a live competitive snapshot in minutes. It pulls current SimilarWeb data for all specified domains, normalizes the metrics, and produces a formatted comparison — ready to paste into a deck or share as-is. Repeat whenever you need an update.

Try asking

Give me a competitive landscape snapshot: our domain vs. top 5 competitors — traffic, channel mix, top countries, and 3-month trend.

Answer in seconds

All data sources, one query

Challenge 2

Referral and Partnership Opportunities Are Hidden in Competitor Data

The problem

Your competitors are getting significant referral traffic from sources you've never considered. This intelligence is in SimilarWeb, but extracting it means pulling referral reports for multiple domains, sorting by volume, removing duplicates, and identifying sites that consistently appear. Nobody has time for that analysis regularly.

How MCP solves it

Your AI agent can analyze referral traffic patterns across multiple competitors simultaneously. It identifies high-volume referral sources that appear across several competitors — strong signals for partnership or content placement opportunities your team hasn't pursued.

Try asking

Which referral domains appear in the top 20 sources for at least 3 of our 5 main competitors? Rank by average traffic sent.

Full detail preserved

No data loss on export

Challenge 3

Keyword Overlap Analysis Requires Painful Manual Cross-Referencing

The problem

You want to know which organic keywords competitors rank for that you don't. The process: export keyword lists from multiple competitors, compile them, remove your own rankings, sort by traffic potential, and deduplicate. It's a multi-hour spreadsheet job done by whoever can tolerate it.

How MCP solves it

Ask your AI agent to run the overlap analysis directly. It pulls keyword share data from SimilarWeb across all specified domains, identifies gaps, and ranks opportunities by estimated traffic volume. Hours of spreadsheet work becomes a two-minute query.

Try asking

Which organic keywords drive traffic to Competitor A and Competitor B but not to our domain? Sort by combined traffic estimate.

Unified data model

Compare anything side by side

👥 Teams

One Framework. Five Roles. Zero Setup.

Same MCP connection, different workflows for every team member. Each role asks in natural language — the MCP server handles the complexity (rate limits, auth, schema normalization, governance) behind the scenes.

Agency CEO

Portfolio health. Client risk. Revenue signals.

Media Strategist

70% strategy, not 70% ops. Auto campaign QA.

Marketing Analyst

Zero wrangling. Cross-platform. AI narratives.

Account Manager

QBR decks auto-generated. Call prep in 30s.

Creative Director

Performance-to-brief. Predict winners before spend.

FAQ

Common questions

What SimilarWeb data is accessible through this MCP?

Traffic estimates (total visits, unique visitors, pages per visit, bounce rate), traffic by channel (organic, paid, direct, referral, social, email), keyword data (organic and paid), referral domains, audience demographics, geography breakdowns, and mobile vs. desktop split. Queryable for any domain SimilarWeb covers.

How accurate is SimilarWeb data accessed through the MCP?

The MCP server returns exactly what SimilarWeb's API provides — the same data you'd see in the SimilarWeb dashboard. Accuracy depends on SimilarWeb's methodology, which estimates traffic using panel data, ISP data, and statistical modeling. It's directionally accurate for strategy, not a substitute for your own analytics — all through Improvado's hosted MCP server.

Can I query any domain, or only domains I own?

Any domain SimilarWeb covers, which includes most domains with meaningful traffic. This is the primary use case — analyzing competitors, partners, and market players you don't own. For your own domains, you'd typically combine SimilarWeb estimates with your own analytics for a complete picture.

Does this work for international competitor research?

Yes. SimilarWeb data includes geographic traffic breakdowns. You can query traffic by country, compare regional market share across competitors, and identify which markets specific competitors are expanding into. Ask in plain English and the MCP server handles the geographic filters — all through Improvado's hosted MCP server.

Do I need a paid SimilarWeb plan?

Yes. The MCP server connects to SimilarWeb's API, which requires a paid plan with API access. The specific data available depends on your SimilarWeb subscription tier. Improvado passes through your API credentials — we don't provide SimilarWeb data independently.

How long does setup take?

Under 5 minutes if you have a SimilarWeb API key. Connect your key to Improvado, add one line to your MCP client config, and you're querying competitive data immediately. No pipeline configuration or schema mapping required.

Stop Reporting. Start Executing.

Connect your data to an AI agent in under 60 seconds. The closed loop starts with one conversation.

SOC 2 Type II GDPR 500+ Platforms