• VOICE
  • VELOCITY
  • GAP
  • HUMAN

How to measure market share with your AI

Connect your SEO data once. Your AI handles the heavy lifting of comparing your presence against the competition.

Ask AI about this page

Short answer

How can I use AI to track my market share?

Your AI compares your share of voice and content velocity against top competitors to pinpoint your actual market position. You get a clear view of where you're winning and where competitors are out-publishing you.

Where the data goes.

Market position outcomes.

The AI processes your SEO data into these specific insights.

VOICE

Share of voice analysis

The AI calculates how much of the search landscape you actually own compared to your rivals.

VELOCITY

Content output tracking

You see how fast competitors are publishing content relative to your own team's pace.

GAP

Opportunity identification

The AI flags specific topics where competitors have high visibility but you have none.

HUMAN

Strategy refinement

You take these findings to decide which content clusters to attack next.

The workflow

What your AI does when the data arrives.

The AI moves from raw SEO data to competitive intelligence through these steps.

  1. Data ingestion

    Your AI pulls the latest SEO metrics and competitor rankings from your connected sources.

    validate_seo_analysis

  2. Competitive mapping

    The agent maps your keyword footprint against the top players in your niche.

    validate_seo_analysis

  3. Velocity calculation

    It measures the rate of new content appearing for target terms across the market.

    validate_seo_analysis

  4. Positioning report

    The AI summarizes your market standing and highlights where you are losing ground.

    validate_seo_analysis

Try it

Copy these to start.

Use these prompts to kick off your analysis.

Starting points

These are starting points. Swap out the bracketed text with your specific domain or competitor names.

SEO Analyst Prover Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_I9rkEtLXi8SRxfA1xAgnmbyUHHNPgFhiFHO3rP4W/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — SEO Analyst Prover capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "seo-analyst-prover-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_I9rkEtLXi8SRxfA1xAgnmbyUHHNPgFhiFHO3rP4W/mcp"
    }
  }
}
Copy into chat04

  • Compare my share of voice for [domain.com] against [competitor.com].

  • How does my content velocity compare to the top three competitors in [niche]?

  • Analyze the market position for [keyword list] and tell me who owns the most visibility.

  • Identify the content gaps where [competitor.com] is outperforming my site.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect SEO Analyst Prover once, then ask.

Just link your account once. Your credentials stay encrypted, and you can immediately start asking questions in your preferred AI client.

Connect SEO Analyst Prover to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my SEO settings?

    No. The AI only reads and analyzes your data. It cannot modify your website or SEO tools.

  • 02

    Does the AI write the actual content for me?

    No. It identifies gaps and trends, but you are responsible for writing and publishing the content.

  • 03

    How often does the market share data update?

    The data is as fresh as the information provided by your connected SEO tools.

  • 04

    Can I compare my site to any website?

    Yes, as long as you can provide the domain or the data for that competitor.

  • 05

    Do I need to manually export CSVs?

    No. Once connected, the AI accesses the data directly through the tool.

  • More questions about SEO Analyst Prover? The Connector page answers them. See everything the SEO Analyst Prover Connector can do

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