LinkedIn has the most powerful B2B targeting infrastructure in advertising — and the most ways to waste money with it. You can target by job function, seniority, company size, industry, skills, groups, interests, and even the software tools your prospects use. The art is combining these layers precisely enough to hit your ICP without shrinking your audience below the threshold where LinkedIn can optimize.
Cactus Take
The targeting option most startups overlook is 'Years of Experience' combined with Job Function. Someone with 8+ years in engineering at a 200-person company is almost certainly a senior individual contributor or manager — a much better ICP for most dev tools than a freshly-titled 'Director' who's been in the role for 6 months.
Single-dimension targeting (just industry, or just job title) either casts too wide a net or makes your audience too small. The sweet spot: Industry + Job Function + Seniority + Company Size. Example: Financial Services + Finance + Director/VP/C-Level + 201–1,000 employees. This 4-layer approach gives you 80–150K audience size in most North American markets — big enough to optimize, small enough to be relevant.
Someone with 'Salesforce Administration' in their skills is almost certainly using Salesforce daily, regardless of their job title. Skills targeting is one of LinkedIn's most underutilized precision tools. For developer tools, DevOps platforms, and technical SaaS, skills targeting can outperform job title targeting because it identifies people who actually use tools in your category.
Upload your top 500 target accounts as a Company Matched Audience. Upload your existing contact list and known buyers as a Contact Matched Audience. Exclude current customers. This creates a 'warm cold' audience — people you want to reach who haven't necessarily engaged with you yet. Conversion rates from account-matched audiences typically run 3–5x higher than behaviorally-targeted cold traffic.
LinkedIn Groups reveal professional interest and identity. Members of 'SaaS Growth Hacking' or 'B2B Marketing Alliance' self-select into those communities — that's targeting intent you can't get from a job title. Combine Group membership with seniority filters to find senior practitioners who are actively engaged in your category.
Always exclude: current customers (upload from CRM), employees (your own company), and industries that don't buy from you (Government, Education, Non-profit — unless relevant). Also consider excluding company sizes outside your range. Suppression often improves lead quality more than audience refinement because you're cutting noise rather than adding precision.
LinkedIn's Predictive Audiences (lookalikes based on your Insight Tag visitors or Lead Gen Form openers) let you expand beyond your exact ICP to statistically similar profiles. These audiences work best once you have 300+ high-quality seed members. Test with 20% of your budget before scaling — some verticals see CPL improvements of 30–40% with Predictive Audiences vs. manual targeting.
After 2 weeks of running, go to Campaign Manager → Demographics to see who's actually clicking and converting. You may find your ads are reaching Job Functions or Company Sizes you didn't intend. This report is the best optimization signal available — if 60% of conversions come from 'Operations' when you targeted 'Finance,' either refine your targeting or lean into the finding.
Cactus Marketing has run paid ad campaigns for 60+ B2B tech startups. Book a free 30-minute call and we'll tell you what's actually worth doing for your stage and budget.
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