Will this ad copy actually convert on Meta, Google, LinkedIn or TikTok? Ready-to-use ad variants (headline, primary text, CTA, why it works) plus a headline bank, hook bank, audience targeting and platform compliance notes for a given platform, product, audience and goal. For advertising, paid-social and growth agents.

Where should this marketing budget actually go? Channel mix recommendation with specific budget percentages per channel, ROI rationale, a test-budget allocation and a first-30-days action plan for a given business type, budget and stage. For media-planning, paid-media and growth agents.

Where is this competitor vulnerable? Finds exploitable gaps in a competitor's marketing presence across content, channels and positioning, then returns quick wins and a six-month attack plan for a given competitor and industry. For competitive-intelligence and marketing agents.

Will this content actually rank — and get cited by AI Overviews, ChatGPT or Claude? A complete content brief dual-optimized for traditional search and AI-answer citation: target queries, section-by-section structure, E-E-A-T requirements, schema recommendations and a unique-data angle for a given topic, audience and goal. For SEO and content agents.

What should email #2 say — and when should it send? A complete, ready-to-use email sequence with real subject lines, preview text, send timing and body outlines for welcome, nurture, abandoned-cart, post-purchase or re-engagement flows, plus deliverability rules and the metrics to watch, for a given product and goal. For lifecycle and marketing agents.

Does ChatGPT, Claude, Gemini or Google AI Overviews even know this brand exists? Assesses current AI-answer visibility, scores the specific factors driving LLM citation, and returns quick wins plus a six-week plan to improve it, for a given brand and/or topic. Worldwide. For marketing and answer-engine-optimization agents.

Will this business show up in the Google local pack? Local SEO punch list covering Google Business Profile optimization, review-generation strategy, citation-building priorities and a six-month ranking roadmap for a given business type and location. For local-search and local-marketing agents.

What will this marketing budget actually return? Channel-by-channel ROI forecast with industry benchmarks for CPC/CPM, conversion rate, CPA and ROAS, plus a confidence rating, breakeven point and scaling/kill-switch triggers, for a given industry, budget and channels. For marketing and growth agents.

Why isn't this site ranking — or showing up in AI Overviews? Technical SEO audit covering Core Web Vitals, E-E-A-T, schema markup and AI-Overview readiness, returning a prioritized list of fixes ordered by impact for a given website and industry. For SEO and marketing agents.

What should this brand actually post on Instagram, LinkedIn or TikTok — and how often? Organic content strategy with a specific posting cadence, ranked content formats, content pillars, hook formulas and what to stop doing, for a given platform and industry. For social-media and marketing agents.