
AI Audience Research: ChatGPT Prompts With Real Data
Use AI for audience research with posts, comments and analytics. Copy ChatGPT prompts, check the evidence and choose one content idea to test.
Quick answers
Mysocial, if you want the assistant to actually know your work — it hands Claude or ChatGPT your posts, transcripts, comments and audience. The other tools do different jobs: Postiz publishes, Supermetrics reports numbers, Bright Data scrapes other people. Only the memory job changes what the assistant can say about you.
An MCP (Model Context Protocol) server is a bridge that gives an AI assistant like Claude or ChatGPT a set of tools it can call. A social media MCP server connects your accounts so the assistant can act on them — either by posting, by pulling metrics, or by reading what you have already published.
Yes, through a connector. Supermetrics, Windsor.ai and Porter Metrics expose YouTube Analytics to ChatGPT and Claude. Note what they return: views, watch time, impressions and CTR — the numbers, not your transcripts or your comments. For those, connect Mysocial instead; it reads the content itself.
Most social MCP servers are publishers. The read-first ones: Mysocial gives the assistant your own posts, transcripts, comments and audience; Supermetrics, Windsor.ai and Porter Metrics return your metrics as numbers; Bright Data, Apify and Xpoz scrape public content that is not yours. Only the first reads what you actually said.
Yes. Mysocial works on every plan including Free. Postiz is free if you self-host it, and Buffer, Metricool and Typefully include MCP access on their free plans. Ayrshare has no free tier — its entry plan is $149 a month, with a 28-day trial, as listed on its pricing page in September 2026.
Every “best social media MCP servers” list is written by a vendor who then turns up at number one. So is this one. Mysocial is our product, it is our pick, and you should read on knowing that.
What makes it worth reading anyway is the other half of the page: there are three jobs here where the right answer is somebody else, we name them, and one of them is free.
Social media MCP servers do four genuinely different jobs, and almost every roundup blurs them together. That is why the lists disagree so violently — they are not ranking the same thing.
Three of those four jobs are crowded, and the tools inside them are close to interchangeable — you are choosing on price and on which networks they support. The fourth has almost nobody in it, and it is the only one that changes what the assistant can say about you. That is the job we built for, so it goes first.
A creator who has posted for five years has an archive: what they said, which framing worked, which comment thread turned into a product, who actually watches. None of that lives in a scheduler, and a metrics connector reduces it to a number.
Mysocial is a Model Context Protocol server that hands Claude, ChatGPT, Claude Code or any MCP client your posts, transcripts, comments, audience research and brand documents as tools it can call. One URL, OAuth sign-in, no API key. It works on every plan, including Free.
It reads. It does not post, schedule or publish on your behalf — a deliberate limit, not a roadmap gap. The point is that the assistant you already use stops guessing what you sound like.
The obvious question is whether you should want one tool that does this and publishes. We think not, and not out of modesty. A tool that reads your archive and also holds your publish button has to be trusted with both, and the two never need to live together: memory is valuable because it plugs into the assistant you already use, not because it replaces your scheduler. If you want publishing too, put a Job 2 tool next to this one — a connector that remembers and a connector that posts compose cleanly, and neither has to be worse at its job to make room for the other.
This is the biggest group by far. You write or approve something, the assistant pushes it to your channels.
Postiz is open-source and free if you self-host it, which makes it the honest default for anyone technical who just wants scheduling. Buffer and Typefully include MCP access on their existing plans, so if you already pay for either, you already have this. Ayrshare is the developer-facing option — it is an API product first, with no free tier and an entry plan at $149 a month for one social profile, plus a 28-day trial (its pricing page, September 2026).
Composio and Zapier belong here too, in a broader way: they expose hundreds of apps including the social networks, so they are the right answer when posting is one step in a longer automation.
This is the group that quietly wins the search results, and almost no list mentions it.
Ask an assistant “how do I connect my YouTube to ChatGPT” and the answers you get back are Supermetrics, Windsor.ai, Porter Metrics and Adzviser. They are marketing-data connectors: you authorise your account, and the assistant can then query your analytics in plain English.
They are good at that. But it is worth being precise about what arrives, because the phrase “connect your account” hides it. Supermetrics’ own YouTube-to-ChatGPT page lists what it exposes: views, watch time, subscribers gained and lost, likes, comments, shares, average view duration, impressions, impression CTR and revenue, sliced by video, traffic source, device and country.
That is your dashboard, in chat. It is not your videos. You cannot ask it what you actually said in the video that worked, because the transcript was never part of the deal — and “comments” there is a count, not the comments themselves.
Bright Data, Apify and Xpoz point the assistant at public content that isn’t yours: competitors, a niche, a trend. They are scraper infrastructure, priced by usage, and they are the correct choice for market research at volume.
The tradeoff is that they return raw public data with no relationship to your account. There is no “my audience” in a scraper — only “this handle’s public posts”.
Prices move, so this table sticks to what each tool is for. We only quote a figure where we checked it on the vendor’s own page, and we say when.
| Server | The job | What the AI gets | Hosting |
|---|---|---|---|
| Mysocial | Remember | Your posts, transcripts, comments, audience, brand | Hosted, free plan included |
| Postiz | Publish | Scheduling across many networks | Self-host (free) or cloud |
| Buffer / Typefully | Publish | Scheduling, drafts, recent post stats | Hosted, on existing plans |
| Ayrshare | Publish | Posting API + basic analytics | Hosted, $149/mo entry |
| Composio / Zapier | Publish | Social posting inside wider automations | Hosted, free tiers |
| Supermetrics | Report | Views, watch time, CTR, revenue | Hosted, 14-day trial |
| Windsor.ai / Porter Metrics | Report | Organic and ad metrics | Hosted |
| Bright Data / Apify | Research | Anyone’s public posts and metrics | Hosted, usage-priced |
| Xpoz | Research | Indexed public corpus (X, IG, Reddit, TikTok) | Hosted |
Avoid this
Assume a metrics connector can read your transcripts or comments
Pay for a posting API when Postiz self-hosted would do
Expect a scraper to know anything about your own audience
Settle for an assistant that has never read a word you wrote
Do this
Decide the job first — remember, publish, report or research
Check whether 'connect your account' means content or just metrics
Use a free self-hosted scheduler if scheduling is all you need
Run a memory connector and a publishing connector side by side
Most creators end up wanting two of the four: something that remembers, and something that publishes. Those are different products and it is fine to run both.
If Job 1 is the one you recognised — the assistant that knows what you have already made — connecting takes about a minute. The Mysocial MCP setup page has the URL and the per-assistant steps, and there are walkthroughs for connecting TikTok to Claude, YouTube to ChatGPT and Instagram to Claude.
If you recognised one of the other three, the tools named above are the right ones and we are not going to pretend we compete with them.
Your social memory, connected
Connect once and Claude or ChatGPT can read your posts, transcripts, comments and audience — instead of guessing. Free plan included.
Free to start. One channel is enough to begin.
Mysocial connects YouTube, Instagram, TikTok, LinkedIn and Threads to one Content Memory that Claude and ChatGPT can use.
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