Analyze Facebook in ChatGPT and Claude with Kondado MCP

Analyze Facebook in ChatGPT and Claude with Kondado MCP

You can now connect Facebook to ChatGPT, Claude and other AI assistants with the Kondado MCP and analyze posts, organic reach and followers in plain language. Kondado replicates your Facebook page data (published posts, organic reach, reactions by type, follower growth and the performance of each post) into Via Kondado, and the Kondado MCP is the read-only channel through which ChatGPT and Claude read that base. The assistant answers with a number that matches your page, with no spreadsheet export and no code.

Kondado is the path for bringing your Facebook page data to AI assistants like ChatGPT and Claude. Kondado knows the structure of your page and keeps your history preserved in Via Kondado. That is why the assistant answers questions about page growth, the content that performs best and your audience's reactions that are only possible when the AI has access to your page's real data.

Summary

• Kondado replicates your Facebook page data (posts, organic reach, reactions by type, follower growth and the performance of each post) into Via Kondado and exposes it all to ChatGPT and Claude through the Kondado MCP, read-only.
• You ask in plain language about which posts performed best, what content reaches the most people and how your follower count is trending, and the assistant answers with a number that matches your page, no spreadsheet required.
• Your page history stays preserved in Via Kondado, so the AI analyzes long periods that a quick look at the Facebook panel cannot reach.
• The same data that powers your reports now answers in chat, even straight from your phone, after a no-code connection.

What's new: Facebook now talks to ChatGPT and Claude

The change is simple and it shifts the routine for anyone who runs a page: your Facebook page data now answers right inside ChatGPT and Claude. Before, to learn which post performed best or how reach was trending, you opened the Facebook panel, navigated post by post and copied number after number into a spreadsheet. Now you ask in plain language and the assistant returns the answer from your page's real data.

Kondado is what bridges the gap. The Facebook data source replicates your page into Via Kondado, and the Kondado MCP hands that data to the assistant when you ask. It is not the AI guessing from what it saw on the internet: it is your page, with your history, organized by Kondado and read by the assistant read-only. Details on how each compatible assistant connects are in the Kondado MCP guide.

How does it work in one sentence?

The path is direct: your Facebook page is replicated by Kondado into Via Kondado, the Kondado MCP reads that base and ChatGPT or Claude answer your question in plain language. Kondado keeps the data prepared and the history preserved; you just ask the question. Nothing changes in your page, because the access is query-only.

How do you connect Facebook to ChatGPT and Claude?

The connection takes three steps, and none of them requires code.

1. Connect the Facebook data source in Kondado. You enable the Facebook data source in Kondado and authorize access to your page. Kondado starts replicating your posts, organic reach, reactions and follower growth into Via Kondado.
2. Your data lives in Via Kondado. Via Kondado is Kondado's destination, and it is where the MCP server looks for the answers. You do not have to build or maintain any database: Kondado handles that for you.
3. Connect ChatGPT or Claude. In ChatGPT, in Claude or in any compatible assistant, you point to the Kondado MCP (https://mcp.kondado.io/mcp) and authorize access to your Via Kondado. From there, "build me this month's page summary" becomes a direct answer.

Which posts on your page performed best this month?

The answer comes straight in chat: the assistant ranks your posts by engagement and shows the ones that performed best, with the content type, the text and the link for each. You ask "what were my 10 most engaging posts in the last 30 days?" and ChatGPT or Claude return the ready list, from your page data in Via Kondado.

This is the read the Facebook panel only gives one post at a time and with no cross-comparison. With the right question, you find out in seconds what worked this month and use it to plan the next one, instead of scrolling back through the feed trying to remember.

What type of content drives the most organic reach?

Directly: the assistant groups your posts by format (video, photo, link or text) and shows which one reaches the most people without paid media. You ask "what type of post had the most organic reach this month?" and ChatGPT or Claude compare the average reach of each format from your page's history.

This is the decision that guides the editorial calendar. Knowing that video reaches twice as far as a link, or that a photo engages more than text with your specific audience, swaps guesswork for evidence and tells you where to invest production effort the following month.

Are you gaining or losing followers over time?

The answer comes with the real curve, not just today's balance. The assistant shows how your page's total follower count evolved month over month and points out the dips, which are usually a symptom of a poorly received post. You ask "how did my page's total followers evolve over the last months?" and you get the full trend.

Here is an important difference: the Facebook panel mostly shows how many new followers you gained, and simply adding those numbers ignores everyone who unfollowed. Kondado preserves the snapshot of your total follower count over time in Via Kondado, so ChatGPT and Claude deliver the true net growth, subtracting those who left.

What day and time does your page engage most?

The AI answers from your own history, not from a generic rule off the internet. The assistant cross-references your posts by day of the week and time of publication and shows when your audience engages most. You ask "what day and time do my posts engage best?" and ChatGPT or Claude return the answer calibrated to your audience's behavior.

For anyone scheduling content, this is gold. Instead of following the market average, you publish at the time your page actually reacts, based on what already happened in your own posts.

Do your followers love or frown at your posts?

The answer breaks reactions down by type: the assistant shows which posts drew the most "love" and which piled up angry or sad reactions, instead of lumping everything into a single number. You ask "which posts drew the most love and which drew the most negative reactions last quarter?" and ChatGPT or Claude return both sides from your page in Via Kondado.

This is the communication thermometer the panel only shows by clicking post by post. Spotting the content your audience loved tells you what to repeat; seeing where negative reactions appeared warns you early about a topic that landed badly, before it becomes a problem.

What share of your followers actually sees your posts?

Straight to the number: the assistant calculates how much of your loyal audience is reached, on average, by your posts. You ask "what percentage of my followers saw my posts on average this month?" and ChatGPT or Claude cross your post reach with your follower base in Via Kondado to deliver that rate.

This is the indicator that separates a live page from a stalled one. A continuously falling rate signals that Facebook is prioritizing your content less in the feed; a rising rate shows content that is resonating. Without this math, the follower count on its own is misleading.

Why does the AI get it right with Kondado and miss on its own?

Because the answer comes from your own data, organized by something that understands the page. A generic assistant, on its own, does not know your Facebook: it guesses from what it saw on the internet. With the Kondado MCP, ChatGPT and Claude read your page already replicated into Via Kondado and answer with the right number. And there are three traps the AI stumbles into on its own that Kondado already handles:

• Pages that migrated to Facebook's new model. When a page moves to the newer model, certain old metrics stop being reported. The AI on its own does not notice and may invent a number; with Kondado, it uses the metrics that remain valid and flags when something is no longer available, instead of guessing.
• The reach Facebook stopped reporting in late 2025. Facebook stopped returning a certain reach indicator without warning anyone. On its own, the AI would show zero and you would think the page had stalled; with Kondado, the assistant knows that metric was discontinued and answers with the reach indicators that are still available, instead of inventing a number.
• The post image link that is temporary. The image attached to a post has an address that stops working after a while. The AI on its own would hand over a broken link; with Kondado, it points to the post's permanent link, which still opens later.

That difference is what makes the analysis reliable. When a number does not match the Facebook panel, the assistant explains why instead of inventing. And once the Kondado MCP is connected, ChatGPT and Claude answer about your page straight from your phone: you ask from wherever you are and get the number on the spot. Support is available via chat.

Frequently asked questions

Can ChatGPT read my Facebook page data? Yes, when your page is replicated by Kondado into Via Kondado. ChatGPT does not talk to the Facebook API: it reads your posts, reach and reactions already prepared in Via Kondado, read-only, through the Kondado MCP.

Can I use Claude with Facebook data? Yes. Claude connects to the Kondado MCP the same way ChatGPT does and answers in plain language about post performance, organic reach and follower growth, from the data Kondado replicates out of your page.

Do I need to know how to code to connect Facebook to ChatGPT? No. You turn on the Facebook data source in Kondado and authorize ChatGPT or Claude to query your Via Kondado. None of the steps asks for code.

Does the Kondado MCP change anything in my Facebook page? No. Access is read-only: the assistant reads the data replicated into Via Kondado to answer, and nothing is created, edited or deleted in your page.

Can I analyze more than one page? Yes. Each page becomes an independent pipeline in Kondado, and the assistant analyzes each one separately, with no mixing of data from different brands.

Connecting your Facebook page to ChatGPT and Claude starts with one thing: having your page data in Via Kondado, where the assistant can query it in full. That is what Kondado delivers. Start your free Kondado trial and run your first Facebook question in ChatGPT today.