Connect your AI search data to ChatGPT and Claude

LightSite MCP connects your LightSite data to ChatGPT and Claude. Ask questions about AI visibility, crawler activity, AI referrals, competitors and GEO opportunities — and get answers based on your actual LightSite data. No exports. No digging through dashboards. No learning query syntax.

How do you connect AI search data to ChatGPT or Claude?

You connect AI search data to ChatGPT or Claude through an MCP server. MCP (Model Context Protocol) is an open standard that lets an AI assistant read data from an external tool, so the assistant answers from your real numbers instead of guessing. LightSite MCP is that server for AI search: it exposes your AI visibility, AI crawler activity, AI referral traffic, competitor and GEO recommendation data to a supported assistant.

  1. Connect the MCP server: add https://mcp.lightsite.ai/ to a ChatGPT or Claude environment that supports MCP connectors.
  2. Authenticate LightSite: sign in with your existing LightSite account so the assistant inherits your account permissions.
  3. Choose an authorized website: the assistant can only access websites your LightSite account is already authorized to use.
  4. Ask questions in natural language about AI visibility, AI crawler activity, AI referrals, competitors or GEO opportunities.

LightSite MCP is in early access, so the LightSite team guides setup with you rather than a self-serve install.

How do you connect LightSite to ChatGPT or Claude?

How to connect LightSite to ChatGPT

Request MCP access, then add https://mcp.lightsite.ai/ as an MCP connector in a ChatGPT environment that supports MCP, and sign in with your LightSite account. ChatGPT then reads only the websites your account is authorized to use. Because the connection is in early access, LightSite completes the setup with you and confirms which data the connection can read.

How to connect LightSite to Claude

The same MCP server works in supported Claude environments: add https://mcp.lightsite.ai/ as a connector and authenticate with your LightSite account. Claude can then analyze your AI crawler activity, AI referrals, page performance and GEO recommendations. Setup is guided by the LightSite team during early access.

What is LightSite MCP?

LightSite MCP is a secure connection between LightSite and AI assistants such as ChatGPT and Claude. Once connected, your assistant can read the AI search data already collected by LightSite and answer questions about your website. For example:

  • Which pages are GPTBot, ClaudeBot and other AI crawlers reading?
  • Which pages get AI crawler activity but no AI-referred visitors?
  • Is our visibility in AI search improving?
  • Which competitors are appearing instead of us?
  • What should we work on next?
  • How did AI search performance change this month?

Instead of opening several reports and joining the data yourself, you ask the question directly.

What AI search data can ChatGPT or Claude access?

LightSite brings four types of AI search data into your assistant. AI visibility: how your brand appears across the AI queries you track, including mentions, competitors and changes over time, so you know where your company is recommended, ignored or beaten by competitors. AI bot analytics: which AI crawlers visit your website, which pages they access and whether they successfully extract the content, so you can find technical and content problems that prevent AI systems from using your website. AI referral analytics: which visitors arrive from AI assistants, the pages they land on and how those visits convert, connecting AI visibility with actual traffic and business results. GEO recommendations: the technical, content and authority opportunities LightSite finds for your website, moving from "how visible are we?" to "what should we do next?"

Ask your AI search analytics questions in plain English

You do not need to know LightSite tool names or database fields. Ask the same questions you would ask an analyst:

  • Which pages are AI crawlers reading the most?
  • Show me pages that get crawler activity but no AI referral traffic.
  • Compare our AI search performance with last month.
  • Which competitors are beating us in the prompts we track?
  • What are the highest-priority GEO opportunities for this website?
  • Prepare a monthly AI search report for management.

LightSite retrieves the relevant data and your assistant turns it into an answer.

Why connect LightSite to ChatGPT or Claude?

Get answers without building reports: AI search data normally sits across visibility reports, crawler logs, referral analytics and recommendations, and with LightSite MCP you can ask one question across those signals instead of exporting data and building a report.

Find problems faster: a visibility score alone does not explain what is wrong. LightSite connects AI visibility, crawler behavior, AI referrals and conversions, which helps answer whether AI crawlers are finding the page, whether they can extract its content, whether the brand appears in AI answers, whether people click through and whether those visitors convert. The goal is to find the part of the AI search funnel that is actually failing.

Turn findings into work: when LightSite identifies an opportunity, the assistant can create a proposal for your team to review in LightSite, covering content improvements, structured-data changes, GEO opportunities and authority or outreach opportunities. The assistant does not publish changes directly from the MCP connection. Your team reviews and approves execution inside LightSite.

AI search analytics without another dashboard

Most AI visibility tools require your team to log in, find the right report and interpret the numbers. LightSite MCP makes the same data available through the interface your team is already using: marketing leaders ask for a summary of AI search performance, competitors and priorities; SEO and GEO teams investigate crawler behavior, page problems, visibility gaps and technical issues; agencies analyze client websites and prepare recurring AI search reports faster; analysts pull structured AI search data into larger research and reporting workflows.

What can LightSite MCP do?

  • Read AI search performance for a website
  • Analyze AI crawler activity
  • Analyze AI-referred traffic
  • Compare performance between periods
  • Review page-level AI performance
  • Diagnose crawlability and structured-data issues
  • Review tracked AI search prompts
  • Find content opportunities
  • Find authority opportunities
  • Review LightSite recommendations
  • Create a proposal for review
  • Check the status of a proposal

What can it not do?

Connecting LightSite to an AI assistant does not give that assistant unrestricted control over your website. It cannot approve its own proposals, publish content directly, make unapproved website changes, send outreach without your approval or change your LightSite account settings. Your LightSite account permissions continue to control what data is available.

How does LightSite MCP work?

First, add the LightSite MCP server to a supported AI assistant. Second, authenticate with your existing LightSite account. Third, choose a website — the assistant can access only the websites your LightSite account is authorized to use. Fourth, ask about AI visibility, crawler activity, referrals, competitors or GEO opportunities in normal language. Fifth, the assistant selects the relevant LightSite data and uses it to answer your question.

LightSite MCP for AI search analytics

LightSite MCP is useful when you already collect AI search data but want a faster way to work with it. It turns ChatGPT or Claude into an interface for your AI search visibility, AI bot analytics, AI referral analytics, GEO recommendations, page diagnostics and competitor analysis. The value is not MCP itself: the value is being able to ask what is happening in AI search, why it is happening and what you should do next, and get an answer based on your own data.

Frequently asked questions

What is an MCP server for AI search or SEO?

MCP (Model Context Protocol) is a standard that lets an AI assistant connect to an external tool and read its data. An MCP server for AI search, like LightSite MCP, exposes your AI visibility, crawler and referral data so ChatGPT or Claude can analyze it directly.

How do I connect an AI search tool to ChatGPT?

You add the tool's MCP server to a ChatGPT environment that supports MCP connectors, then authenticate your account. For LightSite the server is https://mcp.lightsite.ai/, and setup is guided by the LightSite team during early access.

How do I connect AI search data to ChatGPT or Claude?

Four steps: connect the MCP server, authenticate your LightSite account, choose an authorized website, then ask questions in plain language. No exports, dashboards or query syntax are involved.

How do I connect LightSite to ChatGPT?

Request MCP access, then add https://mcp.lightsite.ai/ as an MCP connector in a supported ChatGPT environment and sign in with your LightSite account. LightSite guides the setup while the connection is in early access.

How do I connect LightSite to Claude?

The same MCP server works in supported Claude environments: add https://mcp.lightsite.ai/ as a connector and authenticate with your LightSite account. Setup is guided by LightSite during early access.

Can ChatGPT analyze my AI search visibility?

Yes, once LightSite is connected over MCP. ChatGPT can read your tracked prompts, mentions, competitors and changes over time, and explain what moved and why.

Can Claude analyze my GEO or AI search performance?

Yes. With the LightSite MCP connection, Claude can analyze AI crawler activity, AI referral traffic, page-level performance and the GEO recommendations LightSite has already generated.

What AI search data can ChatGPT or Claude access through MCP?

AI visibility and tracked prompts, AI crawler activity, AI referrals and conversions, page performance, competitor data, and LightSite recommendations plus content and authority opportunities.

Can the assistant modify my website?

Not through the MCP connection itself. It can create supported proposals for your review, but approval and execution stay inside LightSite.

Does LightSite MCP improve AI rankings by itself?

No. MCP is the interface for working with LightSite data. Improving AI visibility depends on the technical, content and authority changes you make from that data.

Technical details

MCP server: https://mcp.lightsite.ai/ using MCP Streamable HTTP transport. Access requires an authenticated LightSite account, with read access and optional proposal-management permissions. The connection is currently in early access, so setup is guided by the LightSite team.

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