LinkedIn profile AI tools that read other people’s profiles
Every tool filed here reads somebody else’s profile. Nothing in this directory writes or edits your own. These are the tools that overlay a profile page and add something to it: a verified email, a mobile number, a company record, a fit note. 7 of the 8 do it as a browser extension inside the session you opened, which is why 7 of them sit at medium exposure — automated reading the User Agreement prohibits, with nothing going out under your name. Not one of these is filed here first; every one is a data or automation product with a profile feature.
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What can AI tell me from somebody’s LinkedIn profile?
AI that reads a LinkedIn profile: for contact data, for a fit score, or to write from what it says. Nothing here edits your own profile.
Anyone who opens a profile and needs something the page does not show — a way to reach the person, or a fast read on whether they are worth reaching.
What the overlay is matched against, and how much of it a credit buys. The mechanism is identical across all seven extensions — read the open page, match against a database, write to a CRM — so the difference is hit rate on your own market, the phone-to-email exchange rate, and which tier carries Sales Navigator and Recruiter coverage.
An overlay sends nothing, which keeps it well away from the behaviour that gets accounts restricted for outreach. It is still software extracting data from LinkedIn’s pages, which the User Agreement bars by any means, so the honest description is a lower exposure rather than none.
All 8 are products from another category with a feature that lands here. There is no vendor in this research whose main business is this, which is worth knowing before comparing them on it.
All 8 here are filed under another category first
Each card sits on the page of the category its vendor sells into first, so none of them is here. The table is the whole list for this heading, and every row links to the card.
| Tool | Filed under | Route and exposure | Cheapest published tier |
|---|---|---|---|
| Apollo.io | LinkedIn Lead Generation AI | Chrome extension — exposure medium | $49 per seat per month, billed annually |
| Cognism | LinkedIn Lead Generation AI | Chrome extension — exposure medium | Quote only |
| Kaspr | LinkedIn Lead Generation AI | Chrome extension — exposure medium | €45 / £39 / $49 month, per user |
| LeadIQ | LinkedIn Lead Generation AI | Chrome extension — exposure medium | From $200 per month |
| Lusha | LinkedIn Lead Generation AI | Chrome extension — exposure medium | $49.90 month |
| Seamless.AI | LinkedIn Lead Generation AI | Chrome extension — exposure medium | Free plan, then quote only |
| Surfe | LinkedIn Lead Generation AI | Chrome extension — exposure medium | $49 per user per month, monthly billing ($39/user/mo billed annually) |
| Linked Helper 2 | LinkedIn Automation AI | Desktop app — exposure high | $15 1 month, per licence |
Every figure above is the cheapest paid tier the vendor published on 20 September 2026, in the currency and on the meter the vendor printed it — per seat, per LinkedIn account, per identity and per licence all appear, so two figures are rarely comparable without the unit beside them. A free tier is not shown as a price. Nothing here recommends automating a LinkedIn account, and no entry treats a vendor’s assurance about pacing as a statement of LinkedIn’s policy. Where a tool’s own architecture breaches the User Agreement, the entry says so rather than working around it.
4 of the 8, on the rows that decide it
Four extensions doing the same thing to the same page. When the route is identical the comparison is entirely about coverage and metering, which is what the last four rows are.
| Apollo.ioChrome extension | LushaChrome extension | KasprChrome extension | SurfeChrome extension | |
|---|---|---|---|---|
| How it reaches LinkedIn | Chrome extension | Chrome extension | Chrome extension | Chrome extension |
| What it does with your account | Extracts automatically | Extracts automatically | Extracts automatically | Extracts automatically |
| Account exposure | Medium | Medium | Medium | Medium |
| Cheapest paid tier the vendor publishes | $49 | $49.90 | €45 / £39 / $49 | $49 |
| What that figure is per | per seat per month, billed annually | month | month, per user | per user per month, monthly billing ($39/user/mo billed annually) |
| Free plan or free credits | Yes | Yes | Yes | Yes |
| Works with Sales Navigator | Yes | Yes | Yes | Not established |
| Works with Recruiter | No | Not established | Yes | No |
| Callable MCP server | Yes | Yes | No | Yes |
| Setup | Easy | Easy | Easy | Easy |
No column is marked as the pick, because the rows that matter most are not the ones a ranking would score. Sales Navigator, Recruiter and MCP cells read Supported where the vendor documents it on its own pages, Partial where it is bounded by a tier, a beta or a waitlist, Not supported where it was looked for and absent, and Not established where the vendor neither states it nor rules it out. That last one is not a no.
The situation decides this, and there are only a few situations
Each of these is a real shape of work rather than a persona. Find yours and the shortlist is two or three rather than 8.
Check the tier, not the marketing. Apollo.io and Lusha both document Sales Navigator coverage; Kaspr withholds it from the free plan and starts it at Starter; Surfe does not claim it anywhere on its site and positions itself against Sales Navigator rather than on top of it. A Sales Navigator seat is a separate LinkedIn bill from $119.99 a month.
Kaspr is the clearest published answer here: its own pricing places LinkedIn Recruiter Lite support on its Business tier, so the cheapest paid plan does not carry it. Cognism, which owns Kaspr, documents Recruiter support on a quote. Recruiter Lite itself is $170 a month from LinkedIn, verified 10 September 2026.
This is where the extensions genuinely differ. LeadIQ is built around capture into Salesforce, HubSpot, Outreach and Salesloft; Surfe sells its CRM connector as a separately priced module; Kaspr caps CSV enrichment at ten launches a month on both paid tiers. Test the write-back on the free plan before the reveal quality, because the reveal is the part every vendor optimises for demos.
Nothing here does that, and saying so is more useful than filing a prospecting tool under the heading. LinkedIn ships its own profile writing assistance on a Premium plan, and this site prices and dates that separately.
Every route has a ceiling, and it belongs to the route rather than the tool
The table is the hard part: whatever a vendor in this category ships next, these limits do not move, because they are properties of how the software reaches LinkedIn at all.
Headline, About, experience, skills — no tool in this directory touches any of them. The tools that do exist and were not part of this research, and the nearest verified answer is what LinkedIn’s own Premium plans include.
An overlay reads the page your session renders. A profile outside your network shows what LinkedIn decides to show it, and that is what the extension matches against — which is why coverage is a database question rather than an access question.
| Route | Tools here | What the route cannot do, however good the tool is |
|---|---|---|
| Chrome extension | 7 | It reaches whatever the page in front of you shows, and nothing while the browser is closed. LinkedIn’s Prohibited Software and Extensions policy names extensions that automate the site, and enforcement lands on the member account. |
| Desktop app | 1 | The same reach as the extension class and the same clause against it, with one real difference: the session stays on your machine rather than in a vendor’s datacentre. The computer has to be awake for anything to run, and moving it to a rented server to fix that puts the traffic back on a datacentre IP. |
Section 8.2 bars developing, supporting or using software that scrapes LinkedIn or copies profiles and data, and bars bots and other automated methods of access. It does not distinguish between a slow tool and a fast one, and it carves out nothing for well-paced automation.
The Prohibited Software and Extensions policy names browser extensions and third-party automation services and states that LinkedIn may restrict or permanently restrict accounts that use them. The vendor keeps its subscription revenue either way.
Read from LinkedIn's own legal and help pages, quoted in substance rather than verbatim because LinkedIn edits them without announcement. The ceilings that apply to you as a member — invitations a week, InMail allowances, the search cap — are separate, apply whether or not a tool is involved, and are on the LinkedIn limits page.
The questions people arrive with, answered from the vendors' own pages
What can AI tell me from a LinkedIn profile?
In this directory, three things: the contact details behind it, the company record around it, and a match score against criteria you supply. 7 of these 8 do it as an extension over the page you already have open. What none of them does is read a profile you have not opened — there is no LinkedIn permission that returns another member’s profile, so every one of these is working from your rendered page plus its own database.
Is there an AI that rewrites my LinkedIn profile?
Not in this directory, and that is a finding rather than a gap in the research: all 45 tools looked at sell to recruiters or to sellers. LinkedIn ships profile writing assistance itself on a Premium plan — Premium Career is $39.99 a month, verified 10 September 2026 — and this site lists every AI feature LinkedIn ships and the plan that unlocks each one.
Will a profile extension get my account restricted?
It is a lower exposure than a sending tool and not a clear one. These extensions fire no invitation and no message, so the behavioural detection that restricts accounts for outreach is not triggered. They do read profile data into an external system inside your signed-in session, and LinkedIn’s User Agreement bars extracting data from its pages by software. 7 of these 8 are rated medium exposure for exactly that reason. One vendor’s own FAQ confirms its extension requires you to link your LinkedIn account.
Which profile tool has the best data?
Nobody can answer that for your market, including the vendors, and every one of them states a database size in the billions. What is checkable is that Apollo.io, Lusha, Kaspr, Surfe, LeadIQ and Seamless.AI all run permanent free plans with a monthly credit allowance. Run the same fifty profiles through two of them and compare the hit rate on the field you actually need, which is usually a mobile number.
Do any of them work on Recruiter?
3 of the 8 document Recruiter or Recruiter Lite support, and the support is tiered where it exists. Recruiter itself has no list price — LinkedIn quotes it — while Recruiter Lite is $170 a month. If a recruiting seat is the workflow, the recruiting category on this site compares the tools against it directly.
Test the hit rate, not the database claim
8 tools in this category, 1 of them acting under your name and 0 putting no LinkedIn account behind them at all. Every figure printed above was read from the vendor's own page on 20 September 2026, and the 1 that publish no readable price say so instead.