Google Ads Case Study: +87% Monthly Conversions for CrafterCMS

The situation

Enterprise SaaS companies compete fiercely for high-value B2B search terms. CrafterCMS needed more and better leads within existing budgets while going head-to-head with established players in the enterprise CMS space. Broad bidding and undisciplined structure had produced uneven quality — the account needed architecture that could dominate competitive terms without campaigns cannibalizing each other.

The insight

B2B SaaS success is not about bidding higher — it is about smarter keyword clustering and systematic negative keyword architecture competitors cannot easily copy. Past performance and category research showed that precision at the list and cluster level beats budget increases. Ten-plus negative keyword lists were not overhead — they were the mechanism that let each campaign own its intent slice without internal conflict.

What we deployed

Keyword clustering by buyer intent Rebuilt search architecture around how developers and content teams actually query — separating evaluation, comparison, and implementation intent instead of one bloated catch-all campaign.

10+ negative keyword lists Built layered negative lists to eliminate campaign conflicts, protect brand vs. non-brand separation, and keep broad match discovery from bleeding into wrong funnels.

Performance Max with B2B guardrails Ran Performance Max within the same negative and cluster discipline so automated channels did not undo search structure.

Continuous list hygiene Monthly search term review and list updates — treating negatives as living infrastructure, not a one-time setup task.

Results

Monthly conversions rose 87% within 60 days on competitive B2B terms — within existing budget constraints. The account has sustained that discipline for 2+ years: architecture and negatives, not perpetual budget escalation, drive scale.

Why it worked

Architecture beats brute-force bidding Enterprise CMS buyers search with intent patterns. Campaigns mapped to those patterns capture demand competitors spray budget at.

Negative lists are a moat Systematic negatives reduce internal auction conflict and keep lead quality stable as spend scales.

B2B rewards maintenance Two years of sustained performance came from treating keyword architecture as ongoing operations — not a launch-and-forget project.

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