bookforge-sem-performance-optimizationOptimize Search Engine Marketing performance using CTR, CPC, CPA formulas, Quality Score benchmarks, and keyword profitability filtering. Use whenever a foun...
Install via ClawdBot CLI:
clawdbot install quochungto/bookforge-sem-performance-optimizationGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
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https://github.com/bookforge-ai/bookforge-skills/tree/main/books/traction/skillsAudited Apr 28, 2026 · audit v1.0
Generated May 13, 2026
An online retailer running Google Shopping campaigns sees CPA climbing above LTV. The skill analyzes CTR, CPC, and CPA per product ad group, flags low Quality Score keywords, and prunes unprofitable terms.
A B2B SaaS startup with a free trial model finds SEM CAC too high. The skill evaluates keyword profitability by comparing CPA to LTV, restructures ad groups by intent, and expands to long-tail terms.
A plumbing service uses Google Ads for lead generation. The skill calculates cost per lead, identifies keywords with low Quality Score, and recommends pruning and ad copy improvements.
An online course platform tests SEM to acquire students. The skill assesses baseline CTR and CPA, adjusts bids for high-performing keywords, and scales long-tail queries for niche topics.
A B2B software company struggles with low conversion rates from PPC. The skill diagnoses low Quality Score due to poor ad relevance and landing page experience, and restructures campaigns.
Brands selling online directly to customers can leverage SEM for targeted acquisition. The skill helps optimize ad spend focusing on LTV:CAC ratio, pruning unprofitable keywords, and expanding long-tail clusters.
Subscription businesses with recurring revenue benefit from SEM to acquire high-LTV users. The skill prioritizes keywords with strong conversion paths and enforces a 3:1 LTV:CAC minimum.
Service providers or agencies generate leads via SEM. The skill optimizes for cost per lead, ad group structure, and Quality Score to reduce wasted spend and improve lead quality.
💬 Integration Tip
Start by gathering current SEM metrics and unit economics (LTV, target CAC) before running the analysis. Use the skill's formulas to calculate baseline CTR, CPC, and CPA per ad group.
Scored May 13, 2026
Launch, hunt, and research products on Product Hunt with timing, assets, engagement, and anti-manipulation practices.
This skill should be used when analyzing HTML/CSS websites for SEO optimization, fixing SEO issues, generating SEO reports, or implementing SEO best practices. Use when the user requests SEO audits, optimization, meta tag improvements, schema markup implementation, sitemap generation, or general search engine optimization tasks.
Drive systematic growth with acquisition loops, experimentation frameworks, retention systems, and product-led strategies.
Social media automation, content scheduling, analytics tracking, and campaign management. Transform your AI agent into a marketing powerhouse that handles multi-platform content strategy.
Generate high-converting landing pages for products, services, and lead generation. Use when creating marketing pages, product launches, squeeze pages, or digital asset sales pages.
Discovers creators for influencer marketing, creator marketing, and social media marketing campaigns; performs creator due-diligence analysis, retrieves outr...