LinkedIn analytics AI tools — and what they can actually measure
Reporting is a feature of the sender in this category, not a product, so each tool can only measure what it sent itself. Nothing here is filed under analytics first: all 8 are outreach or revenue platforms with a reporting layer. That decides the blind spot. A sequencer measures acceptance and reply rates for its own campaigns and knows nothing about the message you sent by hand, the InMail from a Recruiter seat or the reply that arrived by email. 3 of the 8 publish no readable price, which is the highest proportion in the directory.
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How do I see what my LinkedIn activity actually produced?
Reporting on LinkedIn outreach: acceptance rates, reply rates, per-step conversion. Not post or company-page analytics.
Teams that already run LinkedIn outreach and want per-step numbers rather than an inbox full of anecdotes.
What the reporting sees. A cloud sequencer reports on every account it drives, which is why the agency tools have the strongest multi-account reporting in the category. A revenue platform reports on the CRM record and treats LinkedIn as one step in a cadence. A conversation-intelligence product reports on calls and never sees LinkedIn at all.
Better reporting comes attached to a tool that acts. The strongest per-step numbers in this category belong to the cloud automation products, and buying the reporting means buying the sending and the exposure that comes with it.
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 |
|---|---|---|---|
| Attention | LinkedIn AI Sales Tools | No LinkedIn — exposure none | Quote only |
| Salesloft | LinkedIn AI Sales Tools | Official API — exposure low | Quote only |
| Octopus CRM | LinkedIn Automation AI | Chrome extension — exposure high | $9.99 per month, billed monthly |
| Dripify | LinkedIn Automation AI | Vendor cloud — exposure high | $59 per user, per month (monthly billing) |
| Expandi | LinkedIn Automation AI | Vendor cloud — exposure high | $99 per month, per LinkedIn account |
| HeyReach | LinkedIn Outreach AI | Vendor cloud — exposure high | $79 per sender, per month (monthly billing) |
| We-Connect | LinkedIn Automation AI | Vendor cloud — exposure high | $49 per seat / month, billed annually ($588/year) |
| Outreach | LinkedIn AI Sales Tools | Not established — exposure not established | Quote only |
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
Three sequencers whose reporting covers their own sends, and the one platform in the category that says it reaches LinkedIn through a sanctioned integration. Read the exposure row alongside the price: the reporting is not sold separately from the sending.
| HeyReachVendor cloud | We-ConnectVendor cloud | ExpandiVendor cloud | SalesloftOfficial API | |
|---|---|---|---|---|
| How it reaches LinkedIn | Vendor cloud | Vendor cloud | Vendor cloud | Official API |
| What it does with your account | Sends under your name | Sends under your name | Sends under your name | Sends under your name |
| Account exposure | High | High | High | Low |
| Cheapest paid tier the vendor publishes | $79 | $49 | $99 | Quote only |
| What that figure is per | per sender, per month (monthly billing) | per seat / month, billed annually ($588/year) | per month, per LinkedIn account | No published figure |
| Free plan or free credits | No | No | No | No |
| Works with Sales Navigator | Yes | Yes | Partial | Yes |
| Works with Recruiter | No | Yes | No | No |
| Callable MCP server | Yes | Yes | Partial | Yes |
| Setup | Moderate | Easy | 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 8.
HeyReach charges per LinkedIn sender with unlimited users on every plan, from $79, and its reporting is built around many senders under one login. We-Connect is per seat billed annually from $49. Both report only on their own campaigns, which is the ceiling on any of this.
Salesloft is the one tool here that is by its own account a member of LinkedIn’s Sales Navigator Application Platform, and it reports against the CRM rather than against a campaign. It publishes no price at all — no starting figure, no seat count — and a Sales Navigator seat from $119.99 a month sits on top of whatever the quote is.
No tool in this category answers that, because each one sees only its own traffic. The ceilings belong to the account and are enforced across everything it does, which is why the useful figure is a weekly one calculated from the account rather than a conversion rate calculated from one campaign.
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.
Profile views, post impressions, search appearances and company page analytics are LinkedIn’s own surfaces and are not in these products. Everything reported here is outreach a tool performed and can therefore count.
Two sequencers on one account produce two partial pictures and one account spending its allowance twice as fast. That is a reporting problem and a limits problem at the same time, and one vendor’s help centre warns against the arrangement for the second reason.
| Route | Tools here | What the route cannot do, however good the tool is |
|---|---|---|
| No LinkedIn | 1 | 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. |
| 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 | 1 | 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 | 4 | 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 | 1 | 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
How do I see what my LinkedIn outreach actually produced?
Through the tool that sent it, which is the only thing that can count it. All 8 here report acceptance rates, reply rates and per-step conversion for their own campaigns. Nothing in this directory reconciles that with a message you sent by hand, an InMail from a Recruiter seat or a reply that arrived by email — and if more than one tool touches the account, no single report is complete.
Is there a LinkedIn analytics tool that is not an outreach tool?
Not in this directory: none of these 8 is filed under analytics first, and every one of them is a sender or a revenue platform with a reporting layer. LinkedIn publishes its own analytics for posts, profiles and company pages inside the product, and those are a different thing from what these tools measure.
What do LinkedIn analytics tools cost?
3 of the 8 publish no readable figure, which is the highest proportion of any category here — Salesloft, Outreach and Attention each answer the pricing question with a form. Among the rest the reporting is not priced separately: it arrives with the sequencer, from $49 per seat billed annually upward.
Can I measure acceptance rate without an automation tool?
LinkedIn shows sent invitations in My Network and will tell you what was accepted, so the ratio is countable by hand at small volume. What no manual method gives you is per-step conversion across a sequence. That is the thing these tools add, and it comes attached to a tool that sends — 6 of these 8 act under your name.
Do these tools report on Sales Navigator activity?
5 of the 8 document Sales Navigator support, which generally means they can import a search or a lead list rather than read Sales Navigator’s own reporting. Sales Navigator keeps its own usage and engagement reporting inside the product, on a seat that costs from $119.99 a month, verified 12 September 2026.
Measure the account, not one campaign
8 tools in this category, 6 of them acting under your name and 1 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 3 that publish no readable price say so instead.