Asking ChatGPT or Claude "which posts got the most engagement on my Instagram this month?" works when your profile is connected to Kondado. Using ChatGPT with Instagram stops being about pasting screenshots and becomes asking directly about your profile's numbers.
Kondado replicates your profile data (reach, followers, posts, Reels and audience) to Via Kondado, the destination managed by Kondado. Kondado MCP is the channel ChatGPT and Claude use to read that data.
The assistant does not talk to Instagram: it reads the numbers already prepared in Via Kondado and answers about your profile, with no spreadsheet exports and no screenshots to paste.
Summary
- Kondado connects Instagram to ChatGPT and Claude via MCP: your profile data lives in Via Kondado and Kondado MCP is the channel the assistant uses to read it.
- The requirement comes from Instagram: the profile must be a professional account of the Business type, linked to a Facebook Page where you are an Owner, Admin or Editor, with at least 100 followers.
- Setup takes 3 steps and none requires code: connect Instagram in Kondado with your Facebook login, send the data to Via Kondado and add Kondado MCP to ChatGPT or Claude.
- The assistant answers about your profile: reach, followers, posts your audience saves, Reels performance and who your audience is.
- The data updates on its own: Kondado updates your profile at the frequency you choose and the assistant always reads the latest version.
Why replace the CSV with ChatGPT reading your Instagram directly?
Analysis with a manually exported CSV has two structural problems. The time window freezes at the moment of export, and the data loses context in copy and paste.
When ChatGPT reads your profile data through Kondado MCP, both problems disappear: the window moves with the question and every number arrives with the name of the metric it belongs to.
Kondado delivers this model ready to use: the Instagram data in Via Kondado, which feeds reports in Power BI or Looker Studio, also answers questions in ChatGPT. Not two products, just the same data in two reading paths.
And if your team prefers spreadsheets, Kondado updates Google Sheets and Excel automatically, at the frequency you choose, with no manual export.
What does your Instagram account need to connect to ChatGPT?
The first step in the Kondado app is connecting Instagram, and it only works if the profile meets four requirements set by Instagram itself. Check them before you create your account:
- A professional account of the Business type. Personal profiles cannot be connected. You switch in the Instagram app settings, with the option to switch to a professional account and choosing Business.
- The profile is linked to a Facebook Page. Instagram is connected through the brand's Facebook Page. If no Page is linked yet, link it in the Page settings, under Instagram, with the Connect account option.
- You are an Owner, Admin or Editor of that Page. The connection uses that person's Facebook login, not the Instagram login.
- At least 100 followers. Below that, Instagram does not release the metrics.
The step-by-step guide with screenshots for each requirement, including linking the Page, is in the Instagram data source guide.
How do you connect Instagram to ChatGPT and Claude in 3 steps?
To connect Instagram to ChatGPT and Claude, you connect the profile to Kondado with the Facebook login that manages the linked Page, send the data to Via Kondado and add Kondado MCP to the assistant.
From then on, ChatGPT and Claude answer about your profile's reach, followers, posts and audience. There are three steps:
1. Connect Instagram in Kondado. In the Kondado app, choose the Instagram data source and click "Continue with Facebook". Log in with the Facebook account that manages the Page linked to the profile.
2. Send the data to Via Kondado. Via Kondado is the destination managed by Kondado, and it is what the MCP reads from. Kondado creates the pipeline that updates your profile data at the frequency you choose.
3. Add Kondado MCP to the assistant. In ChatGPT or Claude settings, add a custom MCP server with the URL https://mcp.kondado.io/mcp. When asked to authorize, log in to Kondado, choose your Via Kondado and approve.
The guides with the screens for each assistant are at Kondado MCP in ChatGPT and Kondado MCP in Claude.
Which prompts can you use to analyze your Instagram with ChatGPT?
With your profile in Via Kondado, the assistant answers questions that used to mean opening the insights panel, writing down numbers and building a spreadsheet. Eight direct examples:
- Weekly reach. "What was my profile's reach last week compared with the week before?" shows whether reach went up or down, day by day.
- Posts your audience saves. "Which 10 posts got the most saves in the last 90 days?" reveals the content people keep to revisit, a stronger signal than a like.
- The format that engages most. "Reels, carousel or photo: which format got more interactions per account reached?" tells you which format to prioritize in your calendar.
- Reels hooks. "In which Reels did people skip the most in the first 3 seconds, and what was the average watch time?" points to where the opening needs work.
- Content that brings followers. "Which posts generated the most new followers?" shows the kind of content that grows the profile.
- Growth days. "How many new followers did I gain per day last month?" highlights peak days, so you can see what was posted on them.
- Who your audience is. "Which cities and age ranges do most of my followers come from?" shows who you are actually talking to.
- Benchmark profiles. "How have the followers of the profiles I track evolved?" compares your pace with other professional profiles in your niche.
An example request to paste into ChatGPT or Claude once your Instagram is connected:
"Look at my posts from the last 90 days and show me the 5 with the most saves per account reached. For each one, include the format, the date and the start of the caption. Then suggest 3 content ideas in the same style."
You can keep the conversation going from any answer: ask for the same cut for the previous month or a bullet summary for your client meeting.
Does Instagram have an official MCP?
Not for profile metrics. Meta's official MCPs focus on paid ads, app developers and WhatsApp Business, and none of them brings the reach, followers, audience or organic post performance of a profile.
Kondado MCP brings those profile metrics to ChatGPT and Claude, with no code and no server to set up.
What do you find in the Instagram data ChatGPT reads?
Kondado organizes your profile data into seven groups, the same ones you would use in a social media report:
- Profile: total followers, accounts you follow and number of posts.
- Daily profile performance: reach, views and new followers per day.
- Posts: caption, date, link and format of each post, Reel, carousel or story.
- Performance of each post: reach, views, likes, comments, shares, saves, profile visits and follows generated. For Reels, also average watch time and the share of viewers who skipped in the first 3 seconds.
- Audience: cities, countries, gender and age range of your followers.
- Benchmark profiles: followers and number of posts of other professional profiles you choose to track.
- Benchmark profile posts: likes, comments, format and date of those profiles' posts.
Which Instagram limits apply to the answers?
Some rules come from Instagram itself and apply to any tool. Knowing them avoids wrong conclusions:
- Organic data only. Instagram ad results come through the Facebook data source, which brings ad data for both networks.
- Metrics with up to 48h delay. Yesterday's and today's numbers can still change; to compare weeks, prefer closed periods.
- New followers per day is not the same as total followers. To see growth, ask for the sum of new followers in the period; for "how many followers do I have", use the profile total.
- Reels metrics depend on when the pipeline was created. Average watch time and the skip rate in the first 3 seconds come in Instagram pipelines created from July 23, 2026. If yours is older, edit the pipeline to include these fields.
- Stories are available for 24 hours. A story's data is captured if Kondado's update runs while it is live, and it is stored after that.
- Benchmark profiles must be professional accounts. Third-party personal profiles cannot be tracked.
Conclusion
Kondado makes ChatGPT a direct reader of your Instagram data, eliminating the CSV step. Bringing your Instagram to ChatGPT and Claude starts with one thing: a professional Business account, linked to a Facebook Page and connected to Kondado.
That is what Kondado delivers. Check the requirements, start your 14-day Kondado free trial and ask your first question about your profile today.
Frequently asked questions
Can ChatGPT read my Instagram?
Yes, when your profile is connected to Kondado and the data is in Via Kondado. ChatGPT does not access Instagram directly: it reads your profile's numbers through Kondado MCP.
How do I ask ChatGPT to analyze my Instagram?
First, connect your profile to Kondado and add Kondado MCP to ChatGPT.
Then ask in your own words, the way you would ask an analyst: "which 10 posts got the most saves in the last 90 days?" or "did reach go up or down this week compared with last week?". ChatGPT looks up your profile's numbers and answers.
How do I connect Claude to Instagram?
Through the same Kondado MCP that works in ChatGPT, with the same URL and the same profile data. With Instagram already connected to Kondado, open Claude settings (Web or Desktop) and add a custom MCP server with the URL https://mcp.kondado.io/mcp.
When asked to authorize, log in to Kondado, choose your Via Kondado and approve. Then just ask about your profile.
My account is personal. Can I connect it?
No. First switch the profile to a professional account of the Business type in the Instagram app settings and link it to a Facebook Page where you are an Owner, Admin or Editor.
Why is the login through Facebook and not Instagram?
Because Instagram releases professional account data through the Facebook Page linked to the profile. That is why the connection uses the login of the person who manages that Page.
Can I see my Instagram ad results?
The Instagram data source brings organic data only. For ads, use the Facebook data source, which includes Instagram ad data.
Do I need a specific ChatGPT plan?
You need a ChatGPT plan that allows adding custom MCP servers. If your account settings let you add one, you can use Kondado MCP.
Can the AI post or change anything on my profile?
No. Kondado MCP does not write to Instagram: the assistant looks up your profile's numbers and answers.
How to connect Instagram to ChatGPT and Claude with Kondado MCP
Step-by-step guide to connect a professional Instagram account to Kondado and ask about reach, followers and posts in ChatGPT or Claude through Kondado MCP.
Check the profile requirements
A professional account of the Business type, linked to a Facebook Page where you are an Owner, Admin or Editor, with at least 100 followers.
Connect Instagram in Kondado
In the Kondado app, choose the Instagram data source, click Continue with Facebook and log in with the Facebook account that manages the Page linked to the profile.
Send the data to Via Kondado
Kondado creates the pipeline that updates your profile data in Via Kondado at the frequency you choose.
Add Kondado MCP to the assistant
In ChatGPT or Claude settings, add a custom MCP server with the URL https://mcp.kondado.io/mcp, log in to Kondado, choose your Via Kondado and approve.
