AI sales tools for LinkedIn — and which of them reach it at all
8 of the 25 AI sales platforms filed here have no LinkedIn connection of any kind. They sell email, the phone and the CRM. Several market “social” as a channel while their own help centres name two channels and neither is LinkedIn. Of the 17 that do reach it, 1 claims a place in a LinkedIn partner programme; the rest read inside a browser session you opened or drive your account from a server. 19 publish a price at all.
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Which AI sales platform actually works with LinkedIn?
The AI platforms sellers run a whole outbound motion on. Several of the best known do not touch LinkedIn at all, and this is where that is said.
Sellers, founders and RevOps buyers picking one platform to run an outbound motion on, who assumed LinkedIn came with it.
Not the agent count and not the feature grid — the channel. The fact that decides whether this money buys LinkedIn work is one line in the vendor’s own documentation: which step types the sequence builder actually has. Where that line says email, manual task and phone call, the LinkedIn touch is a human being.
The platforms that reach furthest into LinkedIn are the ones that drive your account; the ones that carry no account risk are the ones that cannot touch LinkedIn. No product in this category does both, and a page implying otherwise is selling something.
The 12 filed here first, in the order that decides what they cost the account
Least exposure first: the tools that put no LinkedIn account behind them, then the ones that read a page you opened, then the ones that hold your session and act as you. The badge names the route and the second badge names what that route exposes; the colour repeats the word and never replaces it.
Artisan
No LinkedInAn AI BDR called Ava that sends email and queues call tasks for human reps. Pricing is quote-only, sized by how many leads you contact.
Quote only
AccountNo account usedMCPSupportedwww.artisan.coAttention
No LinkedInRecords calls and emails, then runs a library of named agents over them to fill the CRM, score coaching and draft follow-ups. Prices are not published.
Quote only
AccountNo account usedMCPNot supportedwww.attention.comInstantly
No LinkedInCold email sending, warm-up and a B2B lead database billed on three separate ladders. It has no LinkedIn features of its own.
$47per month, monthly billing ($37.60/mo billed annually)
AccountNo account usedMCPPartialinstantly.aiRegie.ai
No LinkedInAgentic email and phone prospecting with a working free tier and a $49/month paid plan, metered in credits.
$49per month; "Save 17% with annual billing"
AccountNo account usedMCPNot supportedregie.aiSmartlead
No LinkedInCold email sending with unlimited mailboxes on every plan, from $39 a month. Email only, with no LinkedIn features.
$39per month, monthly billing ($32.50/mo billed annually)
AccountNo account usedMCPNot supportedwww.smartlead.aiSybill
No LinkedInRecords sales calls, writes the summary and the follow-up, and fills the CRM fields afterwards. It does nothing on LinkedIn.
$30 billed annually, $36 billed monthlyper user / month
AccountNo account usedMCPSupportedwww.sybill.aiUnify
No LinkedInSignal-driven prospecting and email sequencing with a free tier and a $20 seat. It sends email and calls; LinkedIn steps are manual tasks.
$20per seat per month, billed monthly
AccountNo account usedMCPSupportedwww.unifygtm.comSalesloft
Official APIEnterprise revenue platform with an official Sales Navigator integration, an MCP server, and no published prices.
Quote only
AccountSends under your nameMCPSupportedwww.salesloft.comAmplemarket
Chrome extensionBundled contact data, multichannel sequencing and AI agents, from $600 a month on an annual term.
$600/moannual term
AccountSends under your nameMCPNot supportedwww.amplemarket.com11x
Not establishedTwo AI agents sold on annual contracts: an outbound SDR and an inbound phone agent. Published entry price is $36,000 a year.
$3,750per month, billed annually
AccountNo account usedMCPPartialwww.11x.aiOutreach
Not establishedQuote-only enterprise sales execution platform sold in four AI-credit packages.
Quote only
AccountNo account usedMCPNot supportedwww.outreach.aiZoomInfo Copilot
Not establishedAn AI layer over ZoomInfo's contact database that ranks accounts by buying signals and drafts outreach. Pricing is quote-only and LinkedIn is not named as an integration.
Published but unreadable
AccountNo account usedMCPSupportedwww.zoominfo.com/products/copilot
13 more serve this heading from another category
One row each rather than a second card. What the tool is, what its own pages prove about the LinkedIn route and the rest of its price ladder are on the page it is filed under, which is where the entry is maintained.
| Tool | Filed under | Route and exposure | Cheapest published tier |
|---|---|---|---|
| Octave | LinkedIn Research Tools | No LinkedIn — exposure none | Starting at $1,500 per month, billed annually (USD) |
| Clay | LinkedIn Research Tools | Data vendor — exposure none | $167/mo billed annually, or $185/mo billed monthly month |
| Persana AI | LinkedIn Research Tools | Data vendor — exposure none | $750 per month |
| Warmly | LinkedIn Lead Generation AI | Data vendor — exposure none | $10,000 per year (also shown at $4,875 per quarter) |
| Apollo.io | LinkedIn Lead Generation AI | Chrome extension — exposure medium | $49 per seat per month, billed annually |
| LeadIQ | LinkedIn Lead Generation AI | Chrome extension — exposure medium | From $200 per month |
| Seamless.AI | LinkedIn Lead Generation AI | Chrome extension — exposure medium | Free plan, then quote only |
| HeyReach | LinkedIn Outreach AI | Vendor cloud — exposure high | $79 per sender, per month (monthly billing) |
| Meet Alfred | LinkedIn Automation AI | Vendor cloud — exposure high | $59 USD / €55 EUR / £49 GBP per user month, billed monthly |
| Salesforge | LinkedIn Outreach AI | Vendor cloud — exposure high | $40 per month, billed monthly (USD) |
| SalesRobot | LinkedIn Automation AI | Vendor cloud — exposure high | $39 per LinkedIn account / month, billed annually ($59 month-to-month) |
| Skylead | LinkedIn Outreach AI | Vendor cloud — exposure high | $100 per seat / month |
| lemlist | LinkedIn Outreach AI | Not established — exposure high | $69/mo billed monthly, or $55/mo billed yearly month, flat (unlimited users) |
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 25, on the rows that decide it
One from each route, rather than the four with the largest marketing budget. Read the first three rows before the price: they decide what the money buys and what it puts behind the tool.
| Apollo.ioChrome extension | SalesloftOfficial API | ArtisanNo LinkedIn | 11xNot established | |
|---|---|---|---|---|
| How it reaches LinkedIn | Chrome extension | Official API | No LinkedIn | Not established |
| What it does with your account | Extracts automatically | Sends under your name | No account used | No account used |
| Account exposure | Medium | Low | None | Not established |
| Cheapest paid tier the vendor publishes | $49 | Quote only | Quote only | $3,750 |
| What that figure is per | per seat per month, billed annually | No published figure | No published figure | per month, billed annually |
| Free plan or free credits | Yes | No | No | No |
| Works with Sales Navigator | Yes | Yes | No | No |
| Works with Recruiter | No | No | No | No |
| Callable MCP server | Yes | Yes | Yes | Partial |
| Setup | Easy | Hard | Moderate | Hard |
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 25.
Apollo.io is the only one of the four with a published per-seat figure and a permanent free plan. Its extension reveals contact data on the profile and Sales Navigator page you already have open; it sends no connection request and no message, so it trips none of LinkedIn’s send ceilings. What it does trip is the extraction clause, which is a different exposure and a lower one.
Salesloft states on salesloft.com/linkedin that it is a member of LinkedIn’s Sales Navigator Application Platform, and that page is the whole source — nothing on LinkedIn’s own site was found that names it. Its cadence steps reach LinkedIn that way, so a Sales Navigator Core seat is a separate LinkedIn bill on top, from $119.99 a month, and Salesloft does not state which tier the integration needs. Salesloft publishes no price of its own.
$49 is Apollo’s cheapest paid tier and Unify, Regie.ai, Sybill and Seamless.AI each run a permanent free plan. Artisan, Attention, Salesloft and Outreach publish no figure at all, and ZoomInfo Copilot and Persana AI publish figures that would not render to anything but a browser. 6 of them cannot be budgeted without a conversation.
14 of these ship a callable MCP server on the vendor’s own account of it, which is how an assistant calls the product rather than describing it. What that reaches is the vendor’s own database and sequencer. The servers that reach LinkedIn itself are a separate question and a separate page.
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.
LinkedIn’s self-serve permissions cover sign-in, an email address and posting on your own behalf. Nothing on that list returns people search or another member’s profile, so a platform that promises LinkedIn prospecting is reaching it some other way, and the entry says which.
The invitation ceiling is ~100 per week and it belongs to the account, not to the software in front of it. Applies on every plan including Recruiter Corporate. LinkedIn adjusts it per account based on acceptance rate, so a low-acceptance account gets less, never more.
| Route | Tools here | What the route cannot do, however good the tool is |
|---|---|---|
| No LinkedIn | 8 | Everything on LinkedIn is outside them. Covering LinkedIn as well means buying, paying for and running a second product, and moving data between the two. |
| Data vendor | 3 | No account of yours can be restricted, because no account of yours is used. What it sells is a copy, as current as its last refresh — and nothing behind your login: not your network, not your inbox, not your saved lists. |
| Official API | 1 | Narrow by design. The self-serve permissions cover sign-in, email address and posting on your own behalf; Pages, Ads and Sales Navigator partner access are granted through programmes rather than applied for, and nothing on the self-serve list returns people search or another member’s profile. |
| Chrome extension | 4 | 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. |
| Vendor cloud | 5 | The widest reach of any class and the highest exposure. It runs without you, the credential sits with somebody else, and every action is attributable to your account — which is also the thing LinkedIn can restrict. |
| Not established | 4 | Unknown, which is the point. Nothing in this directory treats an unread claim as a capability, and nothing treats an unanswered question as a reassurance. |
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
Which AI sales tool actually works with LinkedIn?
Ask it as two questions, because the category answers them separately. If “works with LinkedIn” means reading the profile in front of you, the extension tools do that — Apollo.io, LeadIQ and Seamless.AI among the ones filed here. If it means sending on LinkedIn, 8 of these 25 do that under your name, and every one of them is doing something LinkedIn’s User Agreement prohibits. If it means a supported integration, there is 1: Salesloft, by its own account a member of LinkedIn’s Sales Navigator Application Platform, with a Sales Navigator seat bought separately from LinkedIn.
Do AI SDRs send LinkedIn messages?
The named AI SDR products in this directory document email and the phone. Artisan’s help centre lists exactly two outreach channels and its sequence builder has no social step — the “social” touch is a manual task queued for a human. Regie.ai’s own integrations page shows LinkedIn as waiting while Gmail, Outlook and HubSpot are live. 11x names “social” on three pages and defines it on none. Unify markets social outreach and documents four step types, none of them social. Read the sequence-builder documentation, not the homepage.
How much does an AI sales platform cost?
19 of the 25 publish a figure and 6 do not. The published ones are metered several different ways — per seat, per LinkedIn sender, per credit, per prospect and per execution hour — so two headline prices are rarely comparable. The quote-only end is genuinely expensive to enter: 11x publishes an annual entry price of $3,750 a month billed annually for one of its two agents, and Salesloft, Outreach, Artisan and Attention publish nothing at all.
Will an AI sales tool get my LinkedIn account restricted?
That depends entirely on the route, which is why it is the first thing on every card. 11 of these 25 put no LinkedIn account behind them, so there is nothing for LinkedIn to restrict. 3 read pages inside your own signed-in session. 8 send under your name. LinkedIn’s Prohibited Software and Extensions policy names browser extensions and third-party automation services and says it may restrict or permanently restrict accounts that use them, and the vendor keeps its subscription either way.
Is Apollo.io an AI sales tool?
It is a contact database with sequencing and a dialer attached, and it names AI features on top of that. On LinkedIn specifically, its extension reads the profile or Sales Navigator page you have open and matches it against Apollo’s own database; it sends no invitation, message or InMail. Its own pricing page renders client-side and its structured data disagrees with the rendered figures, so the tiers recorded here are the rendered ones, read on 20 September 2026.
Decide the channel before the platform
25 tools in this category, 8 of them acting under your name and 11 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 6 that publish no readable price say so instead.