Agent use cases
Cited playbooks: what an agent can do with the servers in the directory.
110 use cases
Every playbook cites a vendor page and was reviewed before publishing.
| Use case | Category | Effect | Open |
|---|---|---|---|
Analyze ad angles and identify gapsA comprehensive report on current ad angles, their performance context, and identified gaps in the brand's creative strategy. | Sales and marketing | Read-only | |
Analyze ad performance and get AI recommendationsReceive a health score and clear, actionable suggestions to improve ad performance without changing any settings. | Sales and marketing | Read-only | |
Analyze ad performance and recommend budget shiftsGet a clear breakdown of ROAS by campaign, identifying underperforming ads and receiving specific recommendations on how to reallocate budget to increase monthly revenue. | Sales and marketing | Read-only | |
Analyze and fix wasted ad spendIdentifies non-converting keywords and campaigns, then adds negative keywords to reduce wasted budget while maintaining conversion volume. | Sales and marketing | Changes data in your accounts | |
Analyze and optimize Meta ad campaign performanceA comprehensive performance report across connected ad accounts with automated budget reallocations to improve ROI, such as shifting funds from underperforming prospecting to high-performing retargeting campaigns. | Sales and marketing | Changes data in your accounts | |
Analyze Brand Positioning with Domain SkillThe agent performs a specialized brand analysis using the 'brand-builder' domain skill, delivering insights into brand positioning and audience alignment based on Adology's content intelligence data. | Sales and marketing | Read-only | |
Analyze ChatGPT product recommendation evidenceA detailed report showing why ChatGPT recommended or rejected a product, including search paths, sources, and competitor context. | Sales and marketing | Read-only | |
Analyze competitor keyword gaps for ASOA list of high-value keywords competitors rank for that your app misses, enabling targeted App Store Optimization to improve visibility and organic downloads. | Sales and marketing | Read-only | |
Analyze competitor landscape and growth opportunitiesA comprehensive competitive intelligence report detailing market positioning, SEO/traffic metrics, social presence, and a 30-day growth action plan to identify strategic weaknesses and opportunities. | Sales and marketing | Read-only | |
Audit account pacing and performanceThe agent identifies pacing issues, tracking errors, or performance deviations against targets, providing a diagnostic report for the user to review. | Sales and marketing | Read-only | |
Audit ad accounts for wasted spendA detailed report identifying inefficient campaigns, keywords, or audiences in Google Ads, Meta Ads, LinkedIn Ads, or ChatGPT Ads, allowing the user to pause or adjust budgets to reduce waste. | Sales and marketing | Read-only | |
Audit AI Marketing Campaign PerformanceA detailed postmortem or anomaly alert analysis that reconstructs campaign changes, checks for conversion lag, and identifies root causes for performance shifts without blaming ads prematurely. | Sales and marketing | Read-only |
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Where these playbooks come from
Each playbook is drawn from the vendor page it cites and reviewed by Koskamo before it is published. Koskamo does not run these servers or your agent: check what each tool will do before you let it act on your accounts.
Koskamo reads the example, tutorial, and guide pages that vendors publish for their own MCP servers. A playbook is only drafted when the page says the server can do it, and the supporting quote is shown on every playbook.