Customer Research With ChatGPT or Claude on Social Media

Do customer research with ChatGPT or Claude on Reddit and TikTok comments: the paste method, where it breaks, and the MCP connector that fixes it.

You can do customer research with ChatGPT or Claude on social media data, but only on the posts and comments you give them: on their own, they cannot see recent posts reliably, they do not collect, and they cannot count what they never read. buzzabout is the tool built to close that gap: its MCP connector lets ChatGPT and Claude collect and analyze posts and comments from TikTok, Instagram, YouTube, Reddit, X, LinkedIn and Facebook, with every finding linked to the posts behind it.

Below is how to do it today by pasting, the four places that method breaks, and how to connect live social data in a few minutes. The worked example is real: 362 comments about LED face masks from four TikToks and five Reddit threads.

Can ChatGPT or Claude read Reddit and TikTok comments?#

Not reliably on their own. We asked Claude, with web search on, the question marketers ask: "Can Claude read Reddit and TikTok comments to find objections for my product?" Its answer was candid:

"TikTok comments are the harder case. They load dynamically, usually need a logged-in app or browser, and are rarely accessible to a web fetch tool. Don't expect Claude to open a TikTok link and read all the comments."

Claude Sonnet 5.5 with web search, in our test of 10 creative research questions

On Reddit, it said results vary because "Reddit often blocks automated access, and long threads may be truncated or only partly loaded." Our own web tool could not open reddit.com at all.

So the standard advice, from Claude itself and from Google's AI Mode, is to paste the comments in yourself. Buyers already do it. Under a TikTok about choosing a red light mask, one viewer typed out the creator's specs and opened with "For anyone who needs her words in writing for ChatGPT’s help" (comment, 75 likes).

How do you do customer research with ChatGPT or Claude today?#

Five steps. They work in either assistant.

  1. Pick the question. "What stops people from buying an LED face mask?"
  2. Find the threads. Search Reddit and TikTok for the category plus "worth it", "legit" and "scared".
  3. Copy the comments with their scores and links. One thread at a time.
  4. Paste them in with a strict prompt. Ask for counts and quotes, and forbid invented quotes.
  5. Check every quote against the source before it goes into a brief.
Promptcopy this into ChatGPT, Claude, or any LLM
You are a customer researcher. Below are comments about [product],
each with its source link and like or upvote count.

1. List every objection, fear or question. Quote each one verbatim.
2. Group them into themes. Count the comments in each theme.
3. Rank the themes by count, then by total likes.
4. Flag comments that look like promotion or gifted reviews, and say why.
5. Say what this sample cannot tell me.

Comments:
[paste comments with links and counts]

The last instruction matters. A good answer admits the limits of your paste. Here they are.

Where does pasting comments into ChatGPT break?#

We collected 362 comments about LED face masks: the top comments under four TikToks and the comments in five r/SkincareAddiction threads. Four problems showed up.

1. It cannot see recent posts#

A model knows only what was in its training data, plus whatever a tool fetches. Anthropic lists a training data cutoff of June 2026 for its current Claude models (Anthropic models overview). Most of the Reddit conversation came later:

After June 2026 49 · 71% June 2026 or earlier 20 · 29%
69 Reddit comments about LED masks, by when they were posted

The conversation also keeps moving after a video is old news. One TikTok in our set was posted in February 2024 and was still collecting comments in September 2026.

2. You do the collecting#

Nine sources gave us 362 comments. By hand, each one is a scroll, a copy and a paste. The research is only as wide as your patience.

3. You get no counts, only the sample you pasted#

Each source has its own loudest question. Paste one, and that question looks like the market:

Source Comments Loudest theme in that source
A "how to choose a red light mask" TikTok 149 Which one to buy (15 comments)
A half-face red light test on TikTok 72 Does it work at all (16 comments)
"Five things making me nervous" on Reddit 17 How to use it with retinol and skincare (9 comments)
All nine sources 362 Safety and irritation (40), then does it work (36), then which one (31)

The top skeptical comment under the half-face test was "almost imperceptible result for the work involved" (180 likes). Under the how-to-choose video, the most liked complaint was about price: "Im not gonna spend 600$ on a currentbody mask not even if im a millionare. Just out of principle" (252 likes). Both are real. Neither is the market.

4. It cannot tell an ad from a buyer#

In one thread, a reply warned: "A lot of brands like to astroturf on this sub just fyi :(" (r/SkincareAddiction, 22 points). In another, the person who started the thread disclosed in a reply that the mask "was sent to me as a gift." Paste both threads and the model weighs those posts like any other. buzzabout filters out spam, engagement bait and unrelated promotional posts before they reach you, and every finding links back to the post, so you can judge the rest.

How do you connect ChatGPT or Claude to live social media data?#

Add buzzabout as an MCP connector. MCP connectors come with every buzzabout plan.

  • Claude Code: run claude mcp add --transport http buzzabout https://mcp.buzzabout.ai/mcp. Sign-in uses your buzzabout account.
  • Claude: add a custom connector with the URL https://mcp.buzzabout.ai/mcp, and sign in.
  • ChatGPT: add a custom connector (MCP server) with the URL https://mcp.buzzabout.ai/mcp, and sign in. Custom connectors depend on your ChatGPT plan.

Then ask in plain English: "What stops people from buying an LED face mask? Use Reddit and TikTok, group the objections and count them." buzzabout finds the relevant posts, transcribes the videos, reads up to 100 comments per post, and groups the posts into 2 to 15 named themes. The assistant answers from that data with the sources cited, and can show charts and tables. A typical run is ready in a median of 3.5 minutes. The TikTok MCP page shows an example response and all 15 tools.

Which way of doing customer research should you use?#

By hand ChatGPT or Claude, comments pasted in Ad libraries and ad analytics ChatGPT or Claude with buzzabout
Sees recent posts Yes, if you find them Only what you paste Recent ads, not comments Yes, collected when you ask
Who collects You You No comments to collect buzzabout
Platforms One at a time Whatever you paste Ads on Meta, TikTok and others 7 platforms in one question
Counts per theme You tally Only within your paste Not shown 2 to 15 named themes, with how often each comes up
Spam and promotion You judge Weighed like any other text Not applicable Filtered before it reaches you
Sources Your notes Your paste The ads Every finding linked to the posts behind it
Price Your hours Your ChatGPT or Claude plan Free to paid plans Starting at $49, plus your assistant plan

Ad libraries and ad analytics means Meta Ad Library and TikTok Creative Center (free), and Foreplay, Motion and Atria (paid plans). They start from ads, not from what buyers say (vendor sites, October and November 2026). See every research tool compared on our comparison hub.

Try buzzabout for free and connect it to Claude or ChatGPT today.

Frequently asked questions#

Can ChatGPT read TikTok comments? Not reliably by itself. Claude told us not to expect it to "open a TikTok link and read all the comments," and our own web fetch of a TikTok video page returned only the page title. With buzzabout connected, ChatGPT or Claude reads up to 100 comments per video from collected posts.

Can Claude search Reddit for customer research? With web search, it finds some threads that rank, and Claude itself notes Reddit "often blocks automated access." With buzzabout connected, it queries collected Reddit posts and comments, alongside six other platforms. If you used GummySearch for Reddit research, it shuts down on December 1, 2026; see our GummySearch alternatives.

Do I need to code? No. Add the connector, sign in and ask in plain English. Growth engineers can use the same MCP in Claude Code or Cursor.

What does it cost? Starting at $49 for your first month on Starter, then $98 a month. Each post you keep costs one credit, transcripts and labels included. You can try it for free.

What do I do with the findings? Turn them into ads and briefs. See how to turn TikTok comments into ad hooks, how to turn Reddit threads into ad copy, and how to write a creative brief from customer comments. For the wider method, read our audience research guide.

Give your assistant the data#

ChatGPT and Claude are good at reading. They are not built to collect what your buyers posted this week, or to count it. Give them that data and keep the assistant you already use.

Try buzzabout for free.

How we counted. The top comments (up to 150 per video) under four public TikToks about LED face masks, and every comment in five public r/SkincareAddiction threads, 362 in all after removing moderator bot replies. Themes were assigned with keyword rules, then checked by hand; a comment can sit in more than one theme. Like counts and Reddit scores are as collected. The Claude quotes come from our own test of 10 creative research questions, run with web search on. Quotes are verbatim.

Viktor SurkovFounder, buzzabout

Founder of buzzabout. Viktor builds AI tools that turn millions of social conversations on Reddit, TikTok, X and YouTube into audience insight. He writes about social listening, audience research and AI-first marketing.

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