Analysis uncovered that the company's highest-volume paid search campaigns had virtually no connection to pipeline or revenue. This highlights the danger of optimizing for vanity metrics like traffic or form fills, instead of business impact, and the risk of automated tools like Google Performance Max.

Stop chasing keyword rankings. The new goal is 'search visibility'—dominating AI answers, knowledge panels, and local packs. It's about owning your brand's share of answers wherever a prospect looks, not just securing a single blue link on a results page.

Lumping all search keywords together inflates performance, as branded search has a much lower effective CAC. People searching your brand name already know you from other channels. To accurately assess Google's performance and understand true customer acquisition, analyze the CAC for branded and non-branded keywords as distinct categories.

Many B2B paid search campaigns fail not from low budget, but from a low Quality Score causing high "impression share lost to rank." This fundamental mismatch between keywords, ads, and landing pages throttles ad delivery, a problem that cannot be solved by simply increasing spend.

Focusing on a blended, company-wide conversion rate is a mistake. A flood of low-cost, low-intent traffic might lower the overall rate but still be highly profitable. The key is to isolate and improve conversion for specific, valuable cohorts, like users from a targeted ad campaign.

Don't just focus on ranking for broad, initial LLM queries like "best CRM platforms." The real conversion opportunity lies in the highly specific follow-up questions users ask, which reveal their true context and intent. Brands must ensure they appear in these refined, long-tail answers to get chosen.

Unlike traditional SEO where the top link wins, in LLMs, the answer is a summary of many sources. The brand mentioned most frequently across all citations is most likely to be recommended, even if it's not the top-ranked source. This changes the strategy from ranking to saturation.

While competitors chase high-volume top-of-funnel keywords, a significant opportunity exists in low-volume, high-intent bottom-of-funnel searches. Focusing on buyer intention rather than search volume allows marketers to capture solution-aware prospects with less competition and generate more qualified leads.

Agencies often use low impression share as a seductive argument for increasing ad spend. The critical pushback is to ask for the breakdown between "impression share loss to rank" and "loss to budget." High loss to rank points to fixable quality issues, not a need for more money.