How do I analyze Facebook posts with ChatGPT, Claude, or Gemini?

PostSnag gets your captured posts in front of an AI two ways. The first works with any AI tool, including Gemini: export a file from PostSnag and paste or upload it into the chat. The second skips exporting files altogether for four platforms: connect PostSnag MCP and ask questions right in the chat, no file needed.

This is one of the main reasons people use PostSnag. Capturing and exporting gets you the raw data and the real media; an AI tool is what turns that into something you can act on the same day.

Two ways to get your posts into an AI

Paste or upload an export

Export a profile or a group, then paste or upload the file into ChatGPT, Claude, Gemini, or any other AI tool. The Export menu has three options: Download data for AI (a Markdown file and a CSV file together), Download media for AI (a .zip of the images and videos), and Download Data & Media for AI (a .zip with both). Download data for AI gives you the Markdown and CSV files to paste as text; Download Data & Media for AI adds the real video and image files, so an AI tool that accepts uploads can watch the videos and read the captions in the same pass. This works with any AI you already use, Gemini included, since it's just a file you hand over. The global Posts page has its own four export buttons instead; see What is the Posts page, and how do I use it?

Connect PostSnag MCP

PostSnag MCP is included with Pro and Lifetime. Once it's connected, Claude, ChatGPT, Grok, or Perplexity reads the profiles, posts, groups, folders, and bookmarks already captured to your PostSnag library directly, so you ask a question in the chat instead of exporting and pasting a file first. It only reads what you've already captured; it can't browse Facebook or start a new capture. See What is PostSnag MCP, and what can I ask my AI? to start, then the guide for your platform: How do I connect PostSnag to Claude?, How do I connect PostSnag to ChatGPT?, How do I connect PostSnag to Grok?, or How do I connect PostSnag to Perplexity? If something's not working once you're connected, see PostSnag MCP isn't answering. What do I check?

The rest of this article covers the paste-an-export path, since it's the one every AI tool supports.

How to paste or upload an export, step by step

1. Capture the profile or group with the extension first, if you haven't already: open it on Facebook, scroll, and click Export To Dashboard. See How do I send my captured posts to the dashboard? (Export To Dashboard).

2. Open the profile or the group, and filter down to what you want to study, or multi-select specific posts.

3. Choose an export option: Download data for AI for most pasted-text questions, or Download Data & Media for AI if you want the AI tool to see the real video and image files alongside the data.

4. Open ChatGPT, Claude, Gemini, or another AI tool in a browser tab or app.

5. Paste the Markdown or CSV contents into the chat, or upload the files: for Download Data & Media for AI, upload the video or image files too, if the tool supports attachments.

6. Ask a specific question: the more precise the prompt, the more useful the answer. "What do you think of these posts" gets a vague answer back. A targeted question doesn't.

Example prompts to try

Once your export is in the chat, adapt one of these to what you're actually deciding:

Find the pattern behind what's working
"What do the highest-engagement posts in this export have in common that the lowest-engagement posts don't? Look at hook style, caption length, and where the call to action lands."

Compare post types
"Group these posts by type and rank each group by average reactions, comments, and shares. Which post type is actually carrying this profile?"

Turn history into a plan
"Based on what worked in this export, draft a two-week content calendar with 10 post ideas, each modeled after a specific post from the data."

Build a swipe file
"Pull the first line of every caption from the 10 highest-engagement posts. I want a list of hooks I can adapt for my own content."

Get the AI to watch, not just read
"Watch this video and tell me the hook in the first three seconds, the pacing, and where attention is most likely to drop off."

Spot timing patterns (the CSV works well for this one)
"Look at the Posted column in this CSV. Is there a day of the week or time pattern where reactions are consistently higher?"

Adjust the wording to your niche and your actual goal. Name what you're actually deciding, like a content calendar, a hook list, or a format choice, and your prompt beats a generic "analyze this."

Which export option for AI work

• Download data for AI tends to read more naturally when you're asking about tone, structure, or "what's the pattern here" questions, since the Markdown file already breaks each post into a labeled, self-contained section, and the CSV handles structured, row-by-row comparisons or basic math across a large number of posts, like ranking by engagement or checking for a day-of-week trend.

• Download Data & Media for AI is the one to reach for when the video itself matters: pacing, on-screen text, what happens in the first three seconds, or anything a caption alone can't tell you. Upload it to an AI tool that accepts video, and it can watch the file, not just read a description of it.

See Which export option should I choose? (data, media, or both) for the full comparison.

A few things that get better answers

• Export a real sample, not a handful. A few posts won't give an AI tool much to compare. A few dozen does much better.

• Say if you're working from a capped export. If a profile is on the Free plan's 30-post preview, mention that in your prompt so the AI tool doesn't assume it's seeing that profile's complete history.

• Give the AI tool your goal, not just the data. "I run a similar page and want to grow engagement" gets a more useful answer than pasting the file with no context at all.

What this doesn't do

PostSnag doesn't include a built-in AI analysis feature of its own; it captures and exports the data and the real media, and you bring your own AI tool to interpret it, either by pasting an export or by connecting PostSnag MCP. A pasted Markdown or CSV file still has no embedded images or video, only links; export Download Data & Media for AI and upload the files if you want the AI tool to actually see the content. No option includes a per-reaction-type breakdown either: exports report a total reaction count only, so a prompt asking the AI to analyze a specific reaction type won't have anything to work with. See What is included in a PostSnag export? for the full list of what's in each option.

Common questions

Do I need a paid ChatGPT, Claude, or Gemini account for this?

No. A free-tier AI tool account can read a pasted or uploaded export, though very large exports or video files may hit that tool's own file size or message length limits.

Should I use Download data for AI or Download Data & Media for AI for AI analysis?

Both work for pasted-text questions; the Markdown file tends to read more naturally for pattern and tone questions, the CSV is better for structured comparisons. Use Download Data & Media for AI when you want the AI tool to watch the actual video files.

Can I skip exporting and just ask my AI directly?

Yes, on Pro or Lifetime, if you're using Claude, ChatGPT, Grok, or Perplexity: connect PostSnag MCP and it reads your captured library straight from your PostSnag account. Any other AI tool still needs a pasted or uploaded export.

Can the AI tell me the reaction breakdown for a post?

Not from an export, and not through PostSnag MCP either. Every option includes the total reaction count only, so an AI tool working from any of them can't break that number down into like, love, or haha. Check the dashboard itself for that.

Related articles

• Which export option should I choose? (data, media, or both)

• What is included in a PostSnag export?

• How do I export a profile, and what are the formats?

• What is PostSnag MCP, and what can I ask my AI?

• How do I find the post types and posting days that work?

• How do I build a Facebook swipe file?

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