traxy vs PhantomBuster (2026): exporting LinkedIn engagers vs qualified high intent leads with outreach

TL;DR: PhantomBuster is a cloud automation platform: it exports LinkedIn post likers and commenters as rows, scrapes many other sources such as Sales Navigator searches and Google Maps, and chains steps into workflows that send LinkedIn connection requests and follow-ups. traxy is built for one job: it finds high intent leads from LinkedIn social intent, keeps only people with a 50%+ ICP match with the post or comment behind each one, researches each lead and runs LinkedIn and email outreach to them from your own connected accounts. Pick PhantomBuster for broad scraping and automations beyond LinkedIn engagement. Pick traxy when you want qualified leads and the outreach to them in one place.

traxy runs your entire LinkedIn GTM end to end, from finding high intent leads from social intent to enriching and researching each one, to running relevant, personalized LinkedIn and email outreach to them on autopilot. Autopilot here always starts with your approval: you test the campaign on sample leads and approve the launch once, then it runs, or you approve every message. traxy is the vendor writing this page. Every PhantomBuster fact below comes from PhantomBuster's own help center or blog, linked where it is used and checked November 2026. Prices are left out on purpose; see traxy pricing and PhantomBuster's own pricing page. If you are comparing more than two tools for post engagers, read PhantomBuster alternatives for LinkedIn post likers and commenters.

traxy vs PhantomBuster: scrape LinkedIn engagers, or qualify them and run outreach?

Use PhantomBuster if you want raw rows: every liker or commenter it can load from the posts you give it, plus scrapes of searches, maps and web pages, run on a schedule and passed to other tools. Use traxy if you want only the engagers who fit your ICP, each with the post or comment behind them, and then want research on each lead and LinkedIn and email outreach that sends after you approve it.

The two tools overlap on LinkedIn post engagers and on LinkedIn outreach, but they start from different ideas. PhantomBuster calls itself "a no-code, cloud-based platform for lead generation and outreach automation," and says "PhantomBuster runs them on its servers" (What is PhantomBuster). Its own comparison with lemlist puts it this way: "PhantomBuster is strongest upstream, capturing live LinkedIn signals, extracting data, enriching records" (PhantomBuster vs lemlist). traxy starts from the buyer: it decides who counts as a lead before anything reaches your list, then runs the outreach itself.

Disclosure: traxy is the vendor writing this; the criteria

traxy makes one of the two tools on this page, so read it as a vendor's comparison. To keep it fair, PhantomBuster is described only from its own help center and blog, quoted where the wording matters, and there is a full section on where PhantomBuster fits better. We left out anything we could not see on PhantomBuster's pages in November 2026, including prices, plan limits and any comparison of LinkedIn account safety.

We compared the two on six criteria, in the order a buyer meets them:

1. What comes back from a LinkedIn post: every engager as a row, or only the people who fit.

2. How fit is decided: profile filters you set after the scrape, or a fit check before a person becomes a lead.

3. What evidence you keep: whether you can see the exact like, comment or post behind a person before you mention it.

4. Enrichment and research: contact details, and research on each lead that a message can use.

5. Outreach and approval: which channels each tool sends on, and who approves what before it goes out.

6. Breadth: how many other sources and automations the tool covers outside LinkedIn engagement.

We did not compare meeting counts or reply rates. They depend on your market and your offer, so test both tools on the same post and the same buyer description instead.

How does each one work, step by step?

PhantomBuster works from automations you configure: you pick a Phantom or a Workflow, connect your LinkedIn session, give it inputs such as post URLs, and download or push the results. traxy works from your ICP: you set who you sell to and which LinkedIn activity to watch, and it delivers qualified leads that you can then put into a campaign.

PhantomBuster, step by step

1. Pick an automation. "A Phantom automates one specific task," and "A Workflow automates multiple steps in one sequence" (What is PhantomBuster). Its named workflows include "LinkedIn Post Engagers to Lead Outreach," "LinkedIn Search to Outreach," "LinkedIn Group Members to Outreach" and "LinkedIn Company Follower Collector to Outreach" (Workflows).

2. Connect LinkedIn. The post exports and the engagers workflow list "Your LinkedIn session cookie" as an input, and the workflow "can only extract data from public posts or posts visible to your connected LinkedIn account" (Post Engagers to Lead Outreach).

3. Give it inputs. The Likers Export takes "One or more LinkedIn post URLs," including a Google Sheet shared with "Anyone with the link" (Likers Export). The engagers workflow takes a "LinkedIn company page," "LinkedIn profile page," "LinkedIn post" or "LinkedIn post search" (Post Engagers to Lead Outreach).

4. Schedule it. A Phantom can launch "Repeatedly," for example "every 2 hours or 6 times per day," on an "Advanced" schedule, or "After another Phantom" to chain automations; "Workflows have predefined launch patterns that are automatically optimized and can't be fully customized" (scheduling).

5. Filter the rows. In the engagers workflow you narrow the list with AI filters on job title, location and industry (Post Engagers to Lead Outreach).

6. Reach out on LinkedIn. A workflow "runs in sequence: extract leads → send invites → send follow-ups," and "follow-ups only after a lead accepts (and hasn't replied)" (Workflows). You can customize the connection request and add "up to 3 follow-up messages on LinkedIn" (Post Engagers to Lead Outreach).

7. Hand off email. For multi-step email, PhantomBuster's own blog says it "hands off to an email sequencer like Lemlist," and its LinkedIn Profiles to Lemlist Campaign automation "pushes enriched LinkedIn data into a Lemlist campaign via API" (PhantomBuster vs lemlist).

traxy, step by step

1. Set up from your website. traxy drafts your ideal customer (ICP) and the signals to watch. You fix anything that is off.

2. Choose your social intent sources. Paste a LinkedIn post URL (Targeting > Posts > Track post), track people with a relationship tag such as competitor or influencer, track company pages by domain, turn on profile views, or describe who you want and search 71M+ scanned LinkedIn likes, posts and comments with Social Intent Search. There are no tracking limits on profiles, posts or company pages.

3. traxy qualifies. Each engager is scored against your lead criteria. Only a 50%+ ICP match becomes a lead, labeled Warm, Related, Activity or ICP match, with the post, comment, like or repost behind it.

4. Enrich. Run an email lookup on the leads you want, or turn on Auto-Enrich for new leads. Phone lookup needs the phone add-on and covers leads delivered after it is turned on. A lookup is not a guarantee that a usable address or number exists (contact details).

5. Build a campaign. Give it an audience (a saved shared lead view), your offer and the research you need. traxy researches each lead, filters out who doesn't fit and groups the rest by signal, with a personalized message variant per group.

6. Test and launch. Run the plan on sample leads and read the research and drafts with nothing sent, then check the launch review: who joins, who is skipped, the sender, the steps and the delivery mode.

7. Outreach runs. Approve each message in the review queue, or let the approved campaign send on its own from your connected LinkedIn accounts and mailboxes. Replies, unsubscribes and hard bounces stop the sequence, and every conversation lands in one inbox.

You can run each step by hand in the app, ask trax (the traxy agent in the app) to do it, or run it from Claude, ChatGPT, Codex, Cursor or Grok through the traxy MCP, which asks for your yes in chat before anything sends or launches. You can also run many campaigns at once on different signals.

Exporting engagers vs keeping only 50%+ ICP matches with the signal on each lead

PhantomBuster gives you the engagers it can load, and you decide who fits afterward. traxy decides who fits first: a person who engaged becomes a lead only with a 50%+ ICP match, and the like or comment that put them there stays on the lead.

What a PhantomBuster export contains

The Likers Export returns "LinkedIn profile URL," "Name," "Current position/job of liker," "Degree," "Reaction Type" and the company URL, and notes "You can only see up to 3,000 people who liked a post" (Likers Export). The Commenters Export returns the "Text content of each comment," the "Comment Url" and the "Comment Date"; "By default, only top-level comments are extracted," and "Large posts (10k–20k+ comments) may not allow full extraction" (Commenters Export). That is useful raw material, and the comment text is real evidence. But every row is in the file: other vendors, job seekers, students and the poster's friends sit next to the buyers, and the filter step is yours.

PhantomBuster's engagers workflow adds AI filters on "Job title," "Location" and "Industry" (Post Engagers to Lead Outreach). Those filters match what is on each person's profile. They work well when your buyer is a clean title in a clean industry, and less well when the headline doesn't say the role or the company.

What traxy keeps

traxy scores every engager against your lead criteria: roles, departments, seniority and locations for people, and size, industry, revenue, funding and keywords for companies. "Qualification uses your required criteria, buyer fit, and an ICP match of at least 50%," and filtering for a higher score narrows what you see without changing that threshold (qualification). Each lead is labeled Warm, Related, Activity or ICP match by how strong the evidence is, and its Signals tab shows the post, comment, like or repost that put the person on your list, with the source and date (signals).

That means traxy doesn't hand you every liker and commenter as rows. If you need the full list, for example to study a post's whole audience, an export tool is the right pick. If you need the people worth contacting, the fit check saves the sorting. A fit score is not a probability of purchase, so read the evidence before you mention it in a message.

If you still want a file, traxy's CSV export takes the leads you select with the columns you choose (Leads > select > export). For the how-to on comments specifically, see how to extract comments from a LinkedIn post and keep only the commenters who fit your ICP.

Enrichment and research on each lead

Both tools add contact details. The difference is what happens next: PhantomBuster adds fields to rows, and traxy researches each lead inside a campaign for the facts your message will use.

In PhantomBuster

PhantomBuster's overview lists "Verified professional emails," "Job titles, companies, and locations" and "AI-generated insights or custom lead tags" under adding missing context, and says some Phantoms "Summarize and enrich leads using GPT" and "Process large datasets with AI-powered prompts" (What is PhantomBuster). Its engagers workflow returns "Contact details and professional context where available" (Post Engagers to Lead Outreach).

In traxy

• Contact details. Email lookup finds a verified work email for a lead, and phone lookup finds a phone number when you have the phone add-on, for leads delivered after it was turned on. Auto-Enrich runs email lookups on newly delivered leads after you turn it on, and "A lookup is not a guarantee that a usable address or number exists" (contact details).

• Research on each lead. A campaign researches each lead for the facts you ask for before any message is prepared: whether the company is hiring sales reps, what tool they use today, what the person posted about last. Research-only campaigns record findings without sending.

• Missing facts. When a required research fact isn't found, the lead stays in traxy, and in the campaign you can choose to skip it.

• Signals outside LinkedIn. Hiring, funding, job changes or a custom signal you describe come from research on each lead in a campaign, not from a separate live event feed.

What this means for you: PhantomBuster is good at filling columns across a large list. traxy ties research to the campaign, so the fact a message relies on is checked for that lead before the draft exists, and you read it in the test before anything sends.

LinkedIn and email outreach with approval

PhantomBuster sends LinkedIn connection requests and up to three LinkedIn follow-ups, and hands multi-step email to a sequencer. traxy runs LinkedIn and email in one sequence from your own connected sender accounts, and you approve the launch, then approve every message or let the approved campaign send.

PhantomBuster outreach

PhantomBuster's overview lists "LinkedIn connection requests with tailored messages," "Follow-ups triggered a few days after connecting" and "Comments on posts your leads have interacted with," and says some Phantoms "Generate personalized LinkedIn messages" (What is PhantomBuster). The LinkedIn Search to Outreach workflow takes LinkedIn searches, Sales Navigator searches and Sales Navigator lists, lets you customize the connection request, and sends follow-ups that "are only sent if the person accepts your connection and hasn't replied" (LinkedIn Search to Outreach). For email, PhantomBuster's own blog says it "handles LinkedIn outreach steps as part of the upstream workflow" and "hands off to an email sequencer like Lemlist for multi-step campaigns" (PhantomBuster vs lemlist).

traxy outreach

1. Connect senders. Open Outbound > Sender accounts to connect the LinkedIn accounts and mailboxes you send from, with limits, active hours and ramp-up. "A sequence using LinkedIn and email needs a sender name with both connected channels" (senders).

2. Sequence. Steps run across LinkedIn and email, and "A wait can depend on an event such as connection acceptance" (sequences).

3. Test. The campaign test runs the plan on sample leads so you can check research and drafts. "A successful test does not mean a message was sent" (review and launch).

4. Launch review. You see who joins, who is skipped (held by another campaign or contacted before), the sender, the steps and the delivery mode. Choosing Launch is the campaign launch approval.

5. Delivery mode. In approval mode, every message goes to a review queue where you can edit it, then Approve or Approve all. In automatic mode, the approved campaign sends on its own.

6. Stops and delays. "Replies, unsubscribe requests, and hard bounces stop active outreach," and "Sender availability, spacing, and limits can also delay the next step" (sequences). Replies from both channels land in one inbox, one conversation per lead.

So "on autopilot" in traxy means this: you approve the campaign once and it runs, or you approve every message. traxy prepares the drafts; you decide what goes out. For the full outreach setup, read LinkedIn outbound with traxy. For the difference between sending to a list and sending after a signal, see LinkedIn automation vs signal-based outbound.

Where PhantomBuster fits better (broad scraping and automations beyond LinkedIn engagement)

PhantomBuster fits better when the job is scraping or automating something other than qualifying LinkedIn engagers. traxy is not built for these jobs:

• Many platforms beyond LinkedIn. PhantomBuster lists automations across LinkedIn, LinkedIn Sales Navigator, Google Maps, Twitter/X, Facebook, Slack, YouTube, GitHub, Reddit and Yellow Pages, among others (What is PhantomBuster). traxy finds leads from LinkedIn social intent; signals outside LinkedIn come from research on each lead in a campaign.

• Sales Navigator search exports. The Sales Navigator Search Export pulls "Up to 2,500 people results per search" and "Up to 1,000 account results per search," downloadable "as a CSV or JSON file" (Sales Navigator Search Export). If your list starts from a Sales Navigator search rather than from activity, this is the more direct tool.

• Local business lists. The Google Maps Search Export returns business details such as name, category, rating, review count, address, website and phone number (Google Maps Search Export). traxy doesn't scrape maps or directories.

• Any web page. The Web Element Extractor will "collect all instances of the elements you've defined on every page in your input list," using CSS selectors (Web Element Extractor).

• Every engager as a row. If you need the full liker or commenter list of a post, including people who don't fit your ICP, an export returns it and traxy doesn't.

• Custom chains and schedules. You can run a Phantom "After another Phantom" or on an advanced schedule "down to the minute, hour, day, or month" (scheduling), and push data to HubSpot, Salesforce or Pipedrive, or "nearly any CRM using Make or Zapier" (What is PhantomBuster).

• You already run it. If your team has working PhantomBuster automations for other jobs, keep them.

traxy fits better when the job is: find the people on LinkedIn whose activity shows the problem you solve, keep only the ones who fit, research them and run LinkedIn and email outreach to them, with approval before anything sends.

Can I use PhantomBuster and traxy together?

Yes. A common split is PhantomBuster for scraping jobs outside LinkedIn engagement, and traxy for LinkedIn engagers and the outreach to them.

• Send traxy leads out. Routes connect a saved lead view to a destination (Webhook, Clay, n8n, Zapier or Slack) with automatic or manual delivery and an ICP match threshold. Webhooks send signed lead events, including first delivery and repeat engagement. See LinkedIn lead integrations for each destination.

• Export a file. Select leads, pick the columns and download a CSV, with history in Settings > Exports.

• Keep one outreach owner. If both tools can message the same person, decide which one sends. traxy's launch review shows who is skipped because another campaign holds them or a completed campaign contacted them, and Settings > Do not contact stops outreach to specific emails or LinkedIn profiles.

How to decide

Take one LinkedIn post your buyers engaged with and run it through both tools. Count how many people from each result you would message, and how long it took to get from the post to a message you would send.

• Choose PhantomBuster if you need raw data from many sources (Sales Navigator, Google Maps, web pages and other platforms), every engager as a row, custom chains of automations, or LinkedIn connection requests from the same tool that scrapes, and you are happy to filter rows and hand email to a sequencer.

• Choose traxy if you want LinkedIn social intent turned into high intent leads with a 50%+ ICP match and the post or comment behind each one, research on each lead, and LinkedIn and email outreach from your own accounts in one campaign that runs after you approve the launch, or where you approve every message.

• Use both if you scrape outside LinkedIn engagement today and want the engager-to-outreach part in one place.

For more head-to-head pages, see the best LinkedIn post engagement scrapers and PhantomBuster alternatives for post engagers.

FAQ

Is traxy a PhantomBuster alternative?

For LinkedIn post engagers and the outreach to them, yes: traxy keeps only engagers with a 50%+ ICP match, researches each lead and runs LinkedIn and email outreach from your own connected accounts after you approve the launch. For scraping Sales Navigator, Google Maps, web pages or other platforms, no; keep PhantomBuster for those.

Does traxy scrape LinkedIn like PhantomBuster?

Not in the same way. traxy doesn't return every liker and commenter as rows. It finds the people engaging with the posts, profiles and company pages you track, and in its social intent database, and only people with a 50%+ ICP match become leads, each with the post or comment behind them.

Does PhantomBuster qualify LinkedIn engagers against my ICP?

Its Post Engagers to Lead Outreach workflow applies AI filters on job title, location and industry (Post Engagers to Lead Outreach, checked November 2026). traxy scores each engager against your full lead criteria and keeps only a 50%+ ICP match.

Does PhantomBuster send emails?

The PhantomBuster pages we checked in November 2026 describe finding and adding email addresses, and LinkedIn outreach. For multi-step email, its own blog says it "hands off to an email sequencer like Lemlist" (PhantomBuster vs lemlist). traxy runs LinkedIn and email steps in one sequence from your own connected accounts.

Does PhantomBuster need my LinkedIn session cookie?

Yes, for its LinkedIn post exports and engagers workflow, which list "Your LinkedIn session cookie" as an input (Likers Export, Post Engagers to Lead Outreach). For traxy, outreach sends from the LinkedIn accounts and mailboxes you connect under Outbound > Sender accounts.

Who approves messages in traxy?

You do. You test the campaign on sample leads with nothing sent, approve the launch in the launch review, then either approve each message in the review queue or let the approved campaign send on its own. traxy prepares the drafts.

Does either tool remove the risk of LinkedIn restrictions?

No tool can promise that. Both send on LinkedIn through accounts you connect, so follow each vendor's stated limits. traxy's sender accounts have limits, active hours and ramp-up controls, and sender limits and spacing can delay steps.

Can I run traxy from Claude or ChatGPT?

Yes. Through the traxy MCP you can search social intent, research leads, and draft, test and launch campaigns, manage sequences and senders and reply in the inbox, with a yes in chat before anything sends or launches. See LinkedIn MCP.

Can I move traxy leads into the tools I use with PhantomBuster?

Yes. Export selected leads as a CSV with the columns you choose, or set up Routes to a Webhook, Clay, n8n, Zapier or Slack.

Related reading

• PhantomBuster alternatives for LinkedIn post likers and commenters

• The best LinkedIn post engagement scrapers

• How to extract comments from a LinkedIn post

• LinkedIn automation vs signal-based outbound

• LinkedIn lead integrations

• LinkedIn and email outreach with traxy

• Social intent search