Turn LinkedIn engagement into a list of warm leads
Get warm signals by exporting everyone who liked or commented on a post, or on every recent post of a profile. No LinkedIn account to connect, ready to enrich and push to outreach.
- No LinkedIn account needed
- Likers and commenters in one export
- Weekly or monthly automations with webhooks
Engagement is the closest thing to a hand raise
Post or profile, then download
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1 Pick a post or a profile Paste a post URL to scrape one post, or a profile URL to scrape every post it published in the time range you choose. -
2 Set the scope Choose the time range, cap the number of posts, up to 20 per run, and add a webhook if you want the file delivered automatically. -
3 Download the engagers Get a clean CSV with names, profile URLs, headlines, reaction types and full comment text. Profile mode adds a per-post summary.
One post, or every post from a profile
React to a single post that took off in your industry, or keep watching a creator's audience over time.
Paste any public LinkedIn or Sales Navigator post URL and get every liker and commenter in one CSV.
- All likers and commenters in one run
- One credit per engager
- Ideal for one-off lead capture
Paste a profile URL and a time range. Vayne fetches up to 20 recent posts and scrapes the engagers of all of them.
- Last hour, 24 hours, week or month
- Up to 20 posts per run
- Made for monitoring competitors, partners and creators
Estimate the number of posts and credits before launching a profile run, from the dashboard or the API.
A public signal you can act on
Someone who reacts to a post about your category is warmer than a name pulled from a filter. Vayne turns those reactions into a working pipeline.
- Competitor monitoring: engagers on their posts, every week
- Creator audiences: everyone reacting to the voices of your niche
- Your own posts: re-engage the people who already reacted to you
- Get the full data with our profile scraper
- Refine the list with AI to get leads with high intent, perfectly fitting your ICP
Set it once, collect fresh engagers on schedule
Run the scraper weekly or monthly against any profile. Vayne generates the CSV, keeps it for 90 days and calls your webhook with the file the moment it is ready.
- Target profile, time range, posts per run, frequency, start date, webhook
- CSV kept 90 days in the dashboard; paginated API results available for 7 days
- One credit per engager, estimated before each run
Every engager, with the signal attached
A deduplicated CSV per run. Headlines are LinkedIn's free-text bio lines, so pair the export with the profile scraper when you need real job titles and company sizes.
- Full name
- LinkedIn profile URL
- Headline
- Position as displayed
- Reaction type: like, celebrate, support, love, insightful, funny
- Commented: yes or no
- Full comment text
- Post URL and timestamp
- Author name and URL
- Post content, estimated likes and comments
The whole lifecycle by API
Create a run, estimate its cost, list recent runs and fetch paginated results. Every operation is also an MCP tool.
- Estimate posts and credits before a profile run
- Webhook with the file URL on completion
- Make, n8n and Zapier through the REST API
- Ask your AI agent to scrape a post's engagers through MCP
From engager to booked meeting
4.7 / 5 on G2
200 million+ leads generated. Trusted by 10,000+ lead generation experts.
“Vayne did exactly what it says on the packaging: it scraped LinkedIn data efficiently and without getting me logged out by LinkedIn. I've used various LinkedIn scraping tools over the years, and Vayne was the one that aligned best with our requirements. Customer support was exemplary throughout the entire process, and the product pricing was significantly better than competing products.”
“Absolutely revolutionary when it comes to data gathering. I've tried around 10-15 products in the last 6 years or so and Vayne is hands down the best. The reason is simple, it just works. Plus, great support, any questions are resolved within 1 day.”
David K.
Founder
Small-Business (50 or fewer emp.) · Jun 9, 2026
“The speed and especially the simplicity of the product. Very stable and robust, that's what one asks for in a scraping tool. Compatible with Mirrorprofiles, so perfect!”
Fred D.
CEO
Small-Business (50 or fewer emp.) · May 19, 2026
Questions about post scraping
Do I need a LinkedIn account?
No. The post scraper runs entirely in the cloud on Vayne's infrastructure. There is no cookie to paste, no extension and no risk to your own profile.
Which posts can I scrape?
Any public LinkedIn post: yours, a competitor's, a creator's or industry news. Paste a single post URL, or a profile URL with a time range of the last hour, 24 hours, week or month, up to 20 posts per run.
What data is returned?
For every engager: name, LinkedIn URL, headline, position, reaction type, whether they commented and the full comment text. Profile mode adds a per-post summary with the post URL, timestamp, author, content and estimated reactions.
How are credits counted?
One credit per engager. Before a profile run, the estimate endpoint or the in-app estimator tells you how many posts and credits it will take.
Can I automate it?
Yes. Schedule a run once, daily, weekly or monthly against any profile and add a webhook so the file lands in Make, n8n, Zapier or your CRM as soon as it is ready.
How long are results kept?
CSV files stay available for 90 days after completion, from the dashboard or the webhook delivery. Paginated results fetched through the API or MCP are kept for 7 days. Push them to your CRM or warehouse to keep them longer.
Is there an API?
Yes. Create runs, estimate cost, list runs and fetch paginated results. The same operations are exposed as MCP tools for AI agents.
Start capturing engagement today
Free credits to start. No credit card. No LinkedIn account required.