LinkedIn Sales Navigator Scraper: How to Export Leads to CSV (2026)
You have built the search, saved the list, and now you want the rows in a spreadsheet. That is the job a LinkedIn Sales Navigator scraper exists to do. Which one fits that job, what does it actually export, and where does each route stop? This guide answers all three, starting with what Sales Navigator itself will and will not give you.
The short version. Sales Navigator does not export leads or accounts to CSV or XLS natively – LinkedIn says so in its own help centre – which is why an entire tool category exists. Your realistic options are a browser extension for a quick list from the search you are looking at, a dedicated export tool like Evaboot or Scrupp that runs your saved search through your own session and returns a cleaned CSV, a cloud actor or your own script for custom bulk work you will maintain, or a no-account dataset like Bright Data when you need public data at a scale no single seat should touch. None of them acts on the data, and they refresh differently: an extension or export tool gives you a file you rerun by hand, an actor runs on a schedule you maintain, and a dataset refreshes on its vendor's cycle. If the export is not the end of the job, you want an API instead.
Can Sales Navigator export leads natively?
No. LinkedIn states it plainly in its Sales Navigator help centre:
"LinkedIn currently doesn't offer the option to export account and lead information from Sales Navigator into a CSV or XLS file."
Two things get mistaken for a native export, and neither one is:
- CRM Sync on Advanced Plus. The same help page notes that Advanced Plus users can sync lead and account information between Sales Navigator and Salesforce. That is a CRM synchronisation, not a file you download, and it requires the top tier plus a Salesforce instance.
- The usage report export. Sales Navigator admins can export a usage report covering seat activity. That is licence administration data, not your leads.
So when a tool advertises "Sales Navigator export", it is not unlocking a hidden feature. It is reading the search on your behalf and building the file itself.
What a Sales Navigator export actually produces
Whatever route you take, the ceiling is what Sales Navigator itself renders. A row typically carries the lead's name, headline or position, company, and location, plus the profile URL that identifies them.
Two things a Sales Navigator export does not carry, regardless of tool:
- Verified email addresses and phone numbers are not Sales Navigator fields. Export tools that advertise emails run a separate enrichment step against other data sources after the export, and coverage and accuracy vary by provider.
- Anything behind a filter you did not apply. The export inherits your search, so the quality of the file is decided before you export anything.
Search scope also caps the job: a single Sales Navigator search surfaces a bounded result set, so very large pulls mean splitting the search rather than exporting harder. Our Boolean search guide covers building searches that segment cleanly.
The four extraction routes, compared
Capabilities below are as described on each named vendor's live product and help pages.
| Route | How it works | Owned seat required | Refresh model | Whose session runs it | Best for |
|---|---|---|---|---|---|
| Browser extension | Reads the Sales Navigator page open in your logged-in browser | Yes | Manual, you rerun it | Yours | A quick list from a search you are already looking at |
| Export tool (Evaboot, Scrupp) | Runs your saved search through your own account, cleans the rows, returns a file, and offers email enrichment as a separate step | Yes | Manual, one export per run | Yours | A tidy bulk CSV of a saved search |
| Cloud actor or DIY script (Apify, GitHub projects) | Runs an actor or your own code; cookie-based actors use your session, some run cookie-free against public pages | Only if cookie-based | Scheduled or on demand, maintained by you | Yours if cookie-based, the provider's if not | Custom bulk work you are willing to maintain |
| No-account dataset (Bright Data) | Serves pre-collected public data at scale | No | Vendor-refreshed, so records can lag | Neither, it never touches your seat | Volume with no owned Sales Navigator seat |
The distinction the tool pages blur is whose session does the work. A browser extension and an export tool both run on your own logged-in Sales Navigator session, so the activity sits on your account. A cloud actor may use your session cookies, in which case the same applies, or run cookie-free against public pages, in which case it never sees your Sales Navigator searches at all. A dataset never touches your account, and equally cannot see anything your seat can see.
Pace matters on every route that uses your own session: a bulk extension pulling a large search as fast as it can render is a very different activity profile from a paced export. We compare the export-tool options in detail in our Evaboot alternatives guide.
When you need an API instead
An export tool is the right answer when the file is the deliverable. It stops being the right answer when the export is step one.
If you need to search, pull a field, branch on it, message the lead, and pick the reply back up as a repeatable workflow inside your own product, you want programmatic access to your seat rather than a CSV. That is a different question with a different answer, including what LinkedIn's own partner-gated API does and does not cover. See our Sales Navigator API guide.
Frequently Asked Questions (FAQ)
A single Sales Navigator search returns a bounded result set, so the practical limit is the search, not the tool. Large pulls mean splitting one broad search into several narrower ones, which usually improves the list anyway.
An export tool produces a snapshot and the job ends when the file downloads. An account-based API exposes Sales Navigator actions as composable primitives on your own seat, so you can build a workflow that reads and acts repeatedly from inside your own code.
Get the file, or build the workflow
If a CSV is what you need, pick the route above that matches how the job ends. If the export is only the first step and you want search, fetch, and outreach running as one repeatable workflow on your own Sales Navigator seat, that is what Linked API does – see the Sales Navigator API guide for how programmatic access actually works.
Facts verified 29 July 2026 – native export availability checked against LinkedIn's Sales Navigator help centre, and tool capabilities checked against their live pages, on that date.