AI Agent for LinkedIn Ads: B2B Campaigns That Close | Baker

The AI agent that runs your LinkedIn Ads for B2B

Baker is a paid media agent that does the daily work of a LinkedIn Ads account: audiences of the right companies and roles, campaigns, ads, lead gen forms, budgets and conversion tracking from your CRM. It presents every change with its reason, and nothing reaches your account until someone on your team publishes it.

Real changes in LinkedIn Ads

What Baker prepared and teams approved in real LinkedIn Ads accounts. We leave out whose account each one is.

LinkedIn Ads

  • Audience ~1,400 companies

    Account-based campaigns from the CRM

    Company lists built from open deals and from enterprise accounts in the CRM, each with its own ad set and message.

  • Exclude 200+ companies

    Agencies, competitors and customers kept out

    One company list excluded from every campaign, so budget only reaches companies that can still buy.

  • Bid 3.00 → 2.40

    Manual bid lowered

    A pipeline ad set's manual cost per click came down.

  • Tracking From CRM

    Qualified leads from Salesforce counted

    Every ad set counts qualified leads from Salesforce as conversions, not only form fills.

  • Tracking Every ad set

    UTM parameters on every ad set

    Tracking parameters set on the account and on each ad set, so every visit from LinkedIn is attributed to its campaign.

Pages and ads for B2B buyers

Real work Baker made for software and education companies.

  • Made for Supersonik
    Made for Supersonik
  • Made for Founderz
    Made for Founderz
  • Made for Factorial
    Made for Factorial
Read the full guide Everything Baker does in LinkedIn Ads, how approval works, and how it compares.

What Baker does in LinkedIn Ads every day

Baker checks your LinkedIn Ads account every day and does the work it finds. LinkedIn’s strength is knowing who people are at work, so Baker reads performance by job title, company, industry and seniority, and prepares the changes worth making. Typical work in a week:

  • Put budget on the audiences that close. Baker compares results by audience and moves budget to the ones that turn into customers. For Founderz, leads from LinkedIn enrolled far more often than those from Meta, so Baker raised the executives audience from $1,200 to $2,000 a week and took budget from a broader one.
  • Build the right audiences. Company lists and contact lists from your CRM, retargeting of people who watched your videos or visited your site, and targeting by role, seniority and industry, with the audience size checked before launch.
  • Keep customers and open deals out. Baker can stop an ad set from reaching companies that are already customers or already in your sales pipeline, so you stop paying to reach them again.
  • See which companies your ads reached. It lists the companies that saw and clicked your ads and checks them against HubSpot: which are new to your CRM and which already have deals.
  • Launch campaigns and ads. Campaign groups, campaigns and ads in the formats B2B uses most: single image, video, carousel, document ads gated by a form, conversation ads and thought leader ads.
  • Run lead gen forms. Forms on the ad, with each new lead sent on to HubSpot, a Google Sheet or your CRM.
  • Test and audit. A/B tests between two ad sets, a full account audit, and a weekly report.

Nothing goes live until you publish

Baker does the work, and a person on your team approves it. Every audience, bid, budget and ad waits in a review with the reason Baker made it, before and after. You approve it in one click, in Baker or in Slack.

When you publish, the changes apply to your real LinkedIn account. If you discard the work, nothing changes.

Measuring deals, not leads

On LinkedIn, the cost per lead says little. A B2B deal closes weeks or months after the click, in your CRM. Baker connects the two so LinkedIn can learn from deals.

With HubSpot, Baker watches the deal stages you care about, such as “qualified” or “closed won”, and sends each one back to LinkedIn through its Conversions API, so LinkedIn credits the ads that started the deal and bids toward more of them. Nothing has to be built in HubSpot. The same deals can go to Google Ads and Meta, so every channel is judged on the same sales.

For how to read LinkedIn’s results against your CRM, see the 4-source attribution framework for LinkedIn Ads.

Ads and landing pages for B2B buyers

Baker makes LinkedIn ads in your brand, with a message for each buyer: the executive, the team lead, the person who uses the product. It writes the copy from what your customers actually say and builds image, video and document ads from it.

Each campaign can have its own landing page and form, so a demo request lands on a page about that offer. For Founderz, Baker built a new page for its AI Master’s with the brochure form at the top. Baker can A/B test the page and tell you which version brings more qualified leads. For how tight a LinkedIn audience should be, read the 20K to 50K audience rule.

For agencies running B2B clients

An agency can run every client’s LinkedIn Ads from one place. Each client has its own ad accounts, brand and Baker, and each person on your team sees only the clients you give them. New clients connect LinkedIn with a setup link, without creating an account. See Baker for agencies.

LinkedIn by hand and with Baker

By handWith Baker
Who does the workYour team, when it has timeBaker, and you approve it
Reading results by role and companyA report someone builds now and thenChecked every day, by job title, company and seniority
Excluding customers and open dealsRarely kept up to dateChecked against your CRM
New adsA few a quarterNew versions as the current ones tire
What counts as a resultLeads from the formDeals from your CRM, sent back to LinkedIn
Changes to your accountMade directly in Campaign ManagerNothing applies until you publish

Other channels Baker runs

LinkedIn rarely runs alone in B2B. Baker runs Google Ads for the people already searching and Meta Ads for reach and retargeting, from the same place. To size the LinkedIn budget, read how much B2B SaaS should spend on LinkedIn Ads.

See what Baker would do in your account

Book a demo and we will show you what Baker would do first in your LinkedIn Ads account, or see the plans on pricing.

Questions

How much does Baker cost for LinkedIn Ads?
Baker's plans start at $500 a month (€500 in Europe), and every plan includes every platform, LinkedIn Ads among them. Work is measured in credits: a quick task takes 100 to 300 credits and a full account audit 500 to 1,500. The starting plan includes 33,000 credits a month. Your ad spend is billed by LinkedIn as usual. See /pricing for every plan.
Can Baker change my LinkedIn campaigns without asking?
No. Every audience, budget, bid and new ad waits for your approval, and it reaches LinkedIn only when someone publishes it. Discard the work and nothing changes. Once published, the changes spend real budget, so Baker shows each one first, with its reason.
What does Baker need access to?
Your LinkedIn ad account, connected through LinkedIn's own sign-in, by a person with a role that can manage campaigns. To measure deals rather than leads, connect your CRM too, for example HubSpot. You never paste passwords or keys into a chat.
How is Baker different from LinkedIn's own automated campaigns and bidding?
LinkedIn's automation decides how to spend a campaign's budget inside LinkedIn. Baker decides what the account should do: which companies and roles to reach, which customers and open deals to exclude, which ads and offers to test, and how budget splits between LinkedIn and your other channels, judged on the deals your CRM closes.
Is LinkedIn Ads worth it for a small B2B budget?
It can be, if the audience and the offer are tight, because LinkedIn clicks are expensive. Baker checks the audience size, LinkedIn's suggested bid and its forecast before you commit budget. Our guide on how much B2B SaaS should spend on LinkedIn Ads covers the numbers.
Can an agency run many clients' LinkedIn accounts in Baker?
Yes. Each client is its own company in Baker, with its own ad accounts, brand and access, and you can ask about every client at once. Each company after the first costs $100 a month.

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