Your team ran 40 customer interviews last quarter. How many can you find today? ...more

One growth system writes the hypothesis, makes the ads, checks them before you spend, launches them and moves budget to what turns into pipeline. You don't need to be a LinkedIn Ads expert.
Your team ran 40 customer interviews last quarter. How many can you find today? ...more

Clear, on brand, no policy flags
These are other marketers' words, not ours. Every LinkedIn test costs real money, so every mistake hurts more than on any other channel.
"Many LinkedIn campaigns now average an estimated $7–$12 per click, making experimentation expensive."
"I've seen accounts where 40% of budget went to the Audience Network—generating plenty of cheap clicks and exactly zero leads."
"a flood of low-quality leads that sales teams ignore"
"LinkedIn Ads attribution doesn't work the way B2B teams expect."
"For audiences under 20,000 accounts, plan for creative rotation every two to three weeks because small audiences saturate fast."
"missing an integrated report like an easy dashboard"
Single image, carousel, document ads, video, Thought Leader Ads, events, Conversation Ads and Lead Gen Forms. Each one is built in LinkedIn's sizes and tagged with the angle it tests.
The 7-point checklist our customers use so no interview gets lost.
Maya ChenFounder at Fieldnote · Promoted···We lost 40 customer interviews last year. Not deleted. Just... buried. Here's what we changed. ...more

Boutique owners: a calm-skin line your regulars come back for.


HR leads: what changed after our team tried it for a month.
Our burnout survey changed after this
0:285 signs your team is re-running research it already did.

Maya Chen, FieldnoteSponsored · MessageHi Priya, thanks for grabbing the checklist. Most teams get stuck on point 3. Want the 20-minute version?

A B2B deal often involves 6 to 10 people and runs for months (Improvado). A form fill tells you almost nothing. The system tracks every person at the account and the ads they saw, then ties it all to the deal.
Priya S., Head of ResearchDownloaded the checklist (document ad)Champion
Daniel R., VP ProductRead Maya's Thought Leader post twiceWarmThe research lead gets the checklist. Finance gets the cost of lost research. Security gets the one-pager. Each person sees the angle that matters to them.
Deals and SQLs from your CRM go back to LinkedIn through the Conversions API, with lookback windows up to 365 days. Long B2B cycles stop looking like failures.
Source: LinkedIn Marketing API changesThe LinkedIn B2B Institute's 95-5 rule says only about 5% of buyers are in-market at any time. So the system keeps cheap, useful touches running for the other 95%.
Source: LinkedIn B2B InstituteYou approve the plan and the budget. The system does the rest, and tells you in plain words what it changed and why.
Your site, product, CRM wins and losses, and your rivals in the LinkedIn Ad Library.
Which buyer, which pain, which angle. Written down before a dollar moves.
Image, document, carousel and video variants per angle, plus founder post drafts.
Attention, clarity, brand fit and policy risk. Weak ads never reach a $9 click.
Right objective, placements, frequency, form or page, and Conversions API events.
CPC, CTR and frequency per ad, every day. Burnout flagged before CTR falls off.
Each angle mapped to MQLs, SQLs and deals. Qualified leads sent back so LinkedIn's AI learns.
Losing angles retired, new variants shipped, budget moved. Every week.
CheckScored 82
LaunchLive Mon, Network off
WatchFrequency 3.1, CTR steady
Learn3 SQLs from 11 leads
ChangeAngle wins, 4 more madeOne Fieldnote ad through one loop. Example data.
Two checks run before anything goes live: one on the ad, one on the campaign settings LinkedIn picks for you.
Your research dies in Slack. Keep it.

It reads every ad account you connect, plus your competitors' public ads, at the same time. What wins on LinkedIn moves to your other channels, and what wins there comes back to LinkedIn.
| Angle | Rivals | ||||
|---|---|---|---|---|---|
| Cost of re-doing researchMoney | 3 SQLs | Queued | Next | $0.90 CPC | Nobody |
| AI summaries of interviewsSpeed | Tired | 2.1% CTR | Testing | - | 4 rivals |
| Compliance-ready notesRisk | Testing | - | CPL $58 | $1.20 CPC | 1 rival |
| Founder's storyTrust | 0.9% CTR | Testing | - | No clicks | Nobody |
The LinkedIn Ad Library shows rivals' ads, but no spend or engagement, and targeting only for EU ads. We use it for angles and timing, not fake spend guesses.
Ad intelligence tools tell you what rivals run. This system uses that plus your own results to decide, make, check and launch your next ad.
Reddit clicks often cost a fraction of LinkedIn's (Skip The Noise). Rough angles get tested there. See the full intelligence layer.
The LinkedIn ad is touch one. The same system builds the page, the follow-up, the retargeting and the retention emails, then tells LinkedIn which leads turned into deals.
Document ad, post or video with one clear angle.
One qualifying question, or a landing page that matches the ad.
Email and LinkedIn follow-up within minutes, so leads stay warm.
Conversation Ad to downloaders, plus Meta and Google.
Onboarding and activation emails after the deal.
Angle: cost of re-doing research.
Plus a short personal note, not a drip blast.
Asks for the 20-minute walk-through.
CRM marks her as an SQL.
The SQL is sent back against angle 3.
| Do it yourself | Agency | AI ad generator | Ad intel tool | StackBooster | |
|---|---|---|---|---|---|
| Decides the angle | You, at night | Sometimes | No | Shows rivals' angles | From your data plus the market |
| Makes doc, carousel, video, TLA | Slow | Yes, slow | Images and copy | No | All formats |
| Checks ads before spend | No | An opinion | Sometimes a score | No | Attention, clarity, brand, policy |
| Safe launch settings | Easy to miss | Yes | No | No | Yes, checked every time |
| Watches spend and burnout | When you remember | Monthly report | No | Rivals only | Every day |
| Ties ads to pipeline | Spreadsheet | Rarely | No | No | CRM plus Conversions API |
| Page and follow-up | Another job | Extra fee | No | No | Built in |
| Learns across channels | No | Per channel | No | Rivals only | Your accounts plus rivals |
An AI LinkedIn Ads manager plans, creates, launches and adjusts LinkedIn campaigns for you. StackBooster goes further than ad generators. It starts from a hypothesis about your buyer, checks each creative before spend, watches cost and creative burnout every day, and ties every ad to pipeline in your CRM, so budget moves to what works.
Common causes: LinkedIn Audience Network is on by default and spends budget on cheap off-LinkedIn clicks, the objective is wrong (traffic instead of leads), the message targets job titles instead of a problem, and Lead Gen Forms bring scroll leads. The fix is a clear angle, tight placements and qualified-lead data sent back to LinkedIn.
They can be, if you sell B2B to a buyer you can name by title and company, and your deal size justifies $5 to $15 clicks. Industry guides suggest a few thousand dollars a month for at least 60 to 90 days. Test angles cheaply first, then put LinkedIn money behind proven messages. That is how StackBooster sequences it.
Turn off LinkedIn Audience Network unless you have tested it. Pick the Lead Generation or Conversions objective, not Website Visits. Cap frequency on small audiences and refresh creatives before CTR falls. Send CRM outcomes back through the Conversions API so LinkedIn learns what a qualified lead looks like. StackBooster runs these checks automatically.
Accelerate is LinkedIn's AI campaign builder. It reads your website and LinkedIn Page, then sets audience, creative and bidding in minutes. It suits broad awareness tests. For ABM or a tight ICP, practitioners report Classic campaigns win on cost per SQL, because Accelerate hides frequency caps, ad scheduling and title exclusions.
Watch the signal, not the calendar. When frequency climbs while CTR drops two or three weeks in a row, the creative is tired. Small audiences under 20,000 accounts often need new creatives every two to three weeks. StackBooster tracks this for every ad and has new variants ready before burnout hits.
Use LinkedIn's Conversions API or its CRM integrations with Salesforce, HubSpot or Dynamics 365 to send leads, qualified leads and deals back to LinkedIn, with lookback windows up to 365 days. StackBooster links each ad, angle and hypothesis to what happened next, so you see which message made pipeline, not just clicks.
Single image and document ads are reliable for lead generation. Thought Leader Ads, which promote a real person's post, now work with posts from any member who approves. Video and BrandLink suit awareness. Conversation Ads work for warm retargeting. Test two or three formats against one clear angle instead of spreading budget thin.
Yes. StackBooster scores every creative before launch on clarity, brand fit, likely attention and policy risk, such as unsupported claims or targeting that could look discriminatory. Weak variants never go live, so your expensive LinkedIn impressions go only to the strongest ideas, and you stop paying to learn what a check could have told you.
For many small B2B teams, yes. Instead of paying a retainer for reports, you get one growth system that writes the hypothesis, makes the ads, launches them, watches spend daily and changes what does not work every week. It also builds the landing page and the follow-up, which an ads-only agency usually does not touch.
LinkedIn is strongest next to cheaper channels. Angles get tested where clicks cost less, then scaled where your buyers are.
We look at your LinkedIn account and tell you, in plain words, where budget leaks and which angle to test next.