AI-connected LinkedIn marketing intelligence

The most complete MCP for LinkedIn advertisers

DemandSense MCP Intelligence Hub gets you better recommendations, faster — which accounts to nurture, which budget to shift, which deals are ready for sales follow up. Ask today, and the pattern's in front of you while there's still budget left to move.

For example, ask your AI which buyers saw your ads, visited your site, and aren't in your CRM yet. That's just one question in DemandSense MCP.

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Your AI
Four data streams converge into a single pattern, which is what Your AI receives. 4 streams · 1 pattern
ClaudeDemandSense MCP connected
Example questions you can ask over MCP: Which CRM accounts went quiet but keep visiting the site after seeing our ads? Or: At [account], which people visited after seeing our ads?
  • Official LinkedIn Marketing Partner
  • Certified LinkedIn Company Intelligence API
  • HubSpot Integration
  • Salesforce Integration
  • Attio Integration
The data gap

Even with LinkedIn APIs, you're still piecing together where your ad budget should go

Not using LinkedIn's APIs yet? That's the bigger gap — and as the leading LinkedIn Advertising MCP, DemandSense MCP already addresses it.

CapabilityCampaign Manager+ LinkedIn APIsDemandSense MCP
See who your ads reachedCapped company viewFull data if you can pull itEvery company, ranked by engagement
Company-level attributionSessions, not companiesBuild it yourself + extra toolsReached, engaged, converted — segmented automatically
Audience ExplorerNo preview before you launchStill no preview before you launchPreview DemandSense built audiences before you spend
Benchmark performanceNot availableNot availableCampaign performance, messaging, offers & visuals benchmarked against your category
Cut wasted spendBuild exclusion lists manuallyBuild your own systemAudience Tuning recommendations surfaced
Connect ads to dealsLimited CRM reportingMatch pipeline yourselfLinkedIn + CRM on one record (HubSpot, Salesforce, Attio)
AI query efficiencyNo AI querying possibleYour AI reconciles 3 raw feeds per questionFound once — fewer tokens, fewer wrong answers
What it costsFree, with less controlDeveloper time — and no amount of it gets you real attributionFixed $89–$149/month

DemandSense surfaces that deeper data from day one: company-level attribution, identified website visitors, pre-spend audience preview, scheduling, exclusions, and CRM deal context — all in one place.

That third column — DemandSense MCP Intelligence Hub — is exactly what MCP gives your AI direct access to. Everything below is what "ask for it in plain English" actually looks like.

Four data sources

One pattern, found across four data sources

No exports. No stitching connectors together yourself. Ask a question, and DemandSense has already looked for the pattern across these four:

  1. Engagement

    Paid ads24,180
    Organic posts11,304

    LinkedIn (Ads + Organic)

    Impression-level engagement across both paid ads and organic content, through the certified LinkedIn Company Intelligence API, plus full campaign data via LinkedIn's Marketing API.

  2. Identified visitor

    Mira SchulzDirector of GrowthNorthwind Labs

    Website Visitors

    Person- and company-level identification — not just reverse-IP company lookup.

  3. Meridian CloudSourced
    $31,000

    CRM

    HubSpot, Salesforce, or Attio, if you connect one.

    Optional — works without it too

  4. Vs. category

    +0.39pp
    Your CTR0.91%
    B2B SaaS median0.52%

    DemandSense Benchmarks

    Our own proprietary data, used to benchmark your campaign performance, messaging, offers, and visuals against your category.

    Optional — works without it too

How DemandSense finds that pattern is explained in full further down the page — the short version is that it's looking across all four data sources at once, not leaving your AI to spot the connection across four separate feeds.

Proof, not promises

Real answers, not demo data

Every question on this page ran against a live account before it earned its place. When the data was thinner than it looked, the assistant said so instead of flattering the account. Three answers, exactly as returned; company names and spend redacted, nothing else edited. Every report comes ready to download as HTML or PDF.

  • Which open opportunities saw our LinkedIn ads before they entered the pipeline?

    A few notes: eleven open opportunities carry $214,500 in pipeline, and four of them engaged on both ads and site, holding $119,250 of that total. Northpeak Robotics stands out with a 6,412 engagement score and two open deals, with ad exposure that began five weeks before the first deal was created — a strong signal these ads did real top-of-funnel work. Engagement score is a rolling 90-day figure, so for three accounts the deal predates the current window and can't be claimed as pre-pipeline warming.

    DemandSense

    DemandSense report on open opportunities that saw LinkedIn ads: 11 open opportunities, $214,500 total pipeline, 4 of 11 engaged on both ads and site, and a table ranking accounts by engagement score.
  • Brief me on [account] before my call.

    Important reality-check: Silvercrest Software has been exposed to your ads 5,410 times across 16 campaigns but clicked only 3 times, all from one mid-funnel retargeting campaign, and the single recorded site visit lasted 0 seconds — a bounce, not a read. Don't open by referencing content they've "already seen"; treat this as an introduction, not a warm follow-up.

    DemandSense

    DemandSense call brief for Silvercrest Software: 5,410 ad impressions across 16 campaigns, 3 clicks, and one recorded site visit lasting 0 seconds, with ad exposure broken out campaign by campaign.
  • Draft this month's client report: reach, identified visitors, top engaged accounts, versus last month.

    A few notes: reach is down 12.9% and spend down 10.7% — but identification rate has climbed every single week for thirteen weeks, from 6.4% to 24.1%. You're reaching fewer people and reading far more of them: 806 identified sessions this month against 512 last. That's the number to lead the client call with, not reach.

    DemandSense

    DemandSense monthly client report: reach 1.02M against 1.14M last month, 806 identified sessions against 512, identification rate 24.1% against 13.8%, with a three-month sessions chart and the month's top engaged accounts.
One question, one answer

What else you can ask

Each of these is one question in your AI client. No exports, no dashboards, no stitching four tools together by hand.

  1. ICP-fit companies that saw our ads, visited, and aren't in our CRM yetWith CRM

    Net-new warm accounts your pipeline doesn't know exist — plus the near-miss: accounts already in your CRM that never got a deal.

  2. Which ICP-fit accounts are showing ad and site activity this week?

    A live watchlist on the accounts that matter, fused from ad and site signal.

  3. At [account], which people visited after seeing our ads?

    The buying committee by name and title, not a company logo and a guess.

  4. Which accounts are we paying to reach that have never once visited the site?

    Frequency you can cut tomorrow without touching pipeline.

  5. Who should sales call this week?

    A ranked list of accounts warmed by ads and active on the site right now.

  6. Which CRM accounts went quiet but keep visiting the site after seeing our ads?With CRM

    A re-engagement list nobody is working: no deal in sight, but still coming back.

  7. What changed for [account] this quarter?With CRM

    A QBR narrative built from ad exposure, site visits, and CRM stage changes.

  8. How does my campaign performance compare to my industry?

    DemandSense Benchmarks, distilled into what to actually change next.

  9. What are the best practices that produce the maximum result in my industry?

    Messaging, offers, and visuals benchmarked against your category — not a guess at what "good" looks like.

Who it's for

Built for both sides of the ad account

  • Consultants & agencies

    That report becomes your deliverable. Walk into every client call with the list others can't produce, and turn every insight into content with receipts. Works on a client account without asking them for CRM access.

  • In-house B2B marketers

    Find the pipeline you already paid for: ICP-fit companies your ads warmed and your CRM missed. Hand sales a named, warm list instead of an MQL count that means something different in every tool.

Start Free

Free 30-day DemandSense trial. No card required.

The pattern

How DemandSense finds the pattern

You can already pipe your CRM and a visitor-ID tool into your AI through their own connectors. LinkedIn is different: account-level engagement — ads and organic alike — sits behind the certified LinkedIn Company Intelligence API, access DemandSense holds. DemandSense supplies that data directly, then looks across it plus your CRM, visitor identity, and our own category benchmark data, and surfaces the pattern before your AI ever sees any of it.

Four data streams — LinkedIn engagement (Ads and organic); Identified website visitors (Person + company); CRM state (Optional); DemandSense category benchmarks — converge into a single pattern, which is what Your AI receives. Found once, on our side — not four sources your AI has to reconcile on every question.

DemandSense resolves website visitors at the person and company level, not just reverse-IP lookup, and surfaces that alongside your LinkedIn engagement — ads and organic both — and your CRM — HubSpot, Salesforce, or Attio. Because the pattern is already surfaced, your AI burns fewer tokens and gets fewer answers wrong than it would piecing all four together itself, on every question.

The LinkedIn side runs on the certified LinkedIn Company Intelligence API — select, direct access to both paid ad and organic engagement data you can't pull from Campaign Manager — plus full campaign data through LinkedIn's Marketing API. Where LinkedIn's own company hub stops at 15,000 companies, DemandSense reads the whole file, even past 50,000.

DemandSense MCP surfaces the pattern before your AI ever sees the data. One pattern in, one answer out.

Works with your AI

Works with all your favorite LLMs

DemandSense MCP speaks the same protocol every major AI client supports — connect it once, ask from wherever you already work.

  • Claude
  • ChatGPT
  • Gemini
  • any MCP client
Trust before impressive

Built to give straight answers

An AI with access to your business data has to be trustworthy before it's impressive. Every behavior below is part of the QA battery we run against a live account, including adversarial cases designed to make it fail.

  • Never invents data. If nothing matches, it says "no results" plainly instead of fabricating rows or accounts.

  • Honest about gaps. When a source isn't connected, it names the gap and offers the nearest supported answer rather than guessing.

Visitor identification is probabilistic. Match rates vary with site traffic and audience; not every visitor resolves to a person.

Ask Your LinkedIn Data, Don't Dig Through It

DemandSense MCP is included with every DemandSense plan — $89/mo (Base) or $149/mo (Plus). Free 30-day trial, no card required.

An example exchange: the question “Which open opportunities saw our LinkedIn ads before they entered the pipeline?” and the answer DemandSense returned for it, shown in full in the proof section above.
FAQ

Questions worth answering plainly

DemandSense MCP Intelligence Hub finds the pattern across LinkedIn engagement (ads and organic), person- and company-level visitor identity, CRM state, and DemandSense's own category benchmark data — one dataset you query from Claude, ChatGPT, or any MCP client. One pattern in, one answer out.