GTM tools: LinkedIn post and profile scrapers
Four LinkedIn tools in SnitchFeed fetch profile posts and comments or scrape post comments and reactions to CSV. Inputs, limits, credit costs and MCP access.
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GTM Tools pull public LinkedIn activity for go-to-market research. Fetch a person's latest posts or comments, or collect the profiles of people who comment on or react to a post your buyers care about, then download the results as a CSV.
Open GTM Tools in the sidebar, or go to app.snitchfeed.com/tools. Results from these tools are not saved as mentions and do not appear in your feeds.
The four tools
| Tool | Input | What you get | Limit per run | Cost |
|---|---|---|---|---|
| LinkedIn Profile Posts | LinkedIn profile URL and Pages | The latest public posts from a person's profile | 1 to 10 pages (default 1) | 10 credits per page fetched |
| LinkedIn Profile Comments | LinkedIn profile URL and Pages | Comments this person wrote on other people's posts | 1 to 10 pages (default 1) | 10 credits per page fetched |
| LinkedIn Comments Scraper | LinkedIn post URL and Comments | Commenters' profiles and their comment text | 100 to 1,000 comments (default 100) | 1 credit per comment returned |
| LinkedIn Post Reactions Scraper | LinkedIn post URL and Reactions | Profiles of the people who reacted | 100 to 1,000 reactions (default 100) | 1 credit per reaction returned |
The profile tools accept person profiles only (linkedin.com/in/...), not company pages. One page is the latest batch of activity, about 10 to 20 posts or comments. LinkedIn Profile Comments lists comments the person wrote, not comments on their own posts. To get comments on a specific post, use LinkedIn Comments Scraper.
How credits are charged
Each tool shows Max for this run before you start. That is the most the run can cost:
- Profile tools: pages requested × 10. You pay for the pages actually fetched, including an empty first page.
- Scrapers: the number you entered × 1. You pay only for the comments or reactions actually returned. Asking for 500 comments on a post that has 120 costs 120 credits.
You need at least the maximum available before a run starts. If you don't have it, the run is refused with "You need at least ... credits available." If a run fails, the reserved credits are returned. See Credits and usage.
Run a tool
Pick a tool
Open GTM Tools and click the tool you need.
Paste the URL and set the amount
Paste the LinkedIn profile or post URL, and set Pages, Comments or Reactions. Check Max for this run.
Fetch
Click Fetch posts, Fetch comments or Fetch reactions. The job is queued and can take a little while on busy profiles or popular posts. Results appear on the page when it finishes.
Download the CSV
Every run is saved to the Past runs tab, with a Download CSV button for each run.
Public data only
The tools read public LinkedIn content. Results depend on what LinkedIn shows publicly for that profile or post.
Use the tools from MCP, the API or Snitch AI
The same jobs, at the same credit costs, are available outside the app:
| Tool | MCP tool | REST API endpoint |
|---|---|---|
| LinkedIn Profile Posts | snitchfeed_get_linkedin_profile_posts | POST /v1/data/linkedin/person/posts |
| LinkedIn Profile Comments | snitchfeed_get_linkedin_profile_comments | POST /v1/data/linkedin/person/comments |
| LinkedIn Comments Scraper | snitchfeed_extract_linkedin_post_comments | POST /v1/data/linkedin/posts/comments |
| LinkedIn Post Reactions Scraper | snitchfeed_extract_linkedin_post_reactions | POST /v1/data/linkedin/posts/reactions |
Through MCP, snitchfeed_list_linkedin_comments_scrapes and snitchfeed_list_linkedin_reactions_scrapes list past scraper runs with their CSV download links. Snitch AI can run all four tools from chat.
See MCP tools and the SnitchFeed API for parameters.
Related
- Track LinkedIn and X profiles: follow a profile continuously instead of pulling it once.
- Snitch AI: run these tools by asking in chat.
- MCP tools: parameters for the MCP versions.
- Credits and usage: every credit cost in one table.
Export mentions to CSV
Download the mentions in any feed, or a hand-picked selection, as a CSV file. Exports are free on the Pro plan and cover your plan's data retention window.
Webhooks: send new mentions to your tools
Have SnitchFeed POST each new mention as JSON to your endpoint. Register endpoints, route them to feeds, set delivery limits and read the delivery log.