AI Workflows for
Paid Media
Stop guessing how to prompt. These are 35 structured blueprints designed specifically for Paid Media workflows. Optimized for agentic execution.
The Ad Variant Factory
Counting characters is boring. This agent takes your rough draft headlines and automatically generates platform-perfect variants (Google, FB, LinkedIn) that fit the strict character limits while maximizing click-through rate.
Creative Fatigue Watchdog
Flags ad creatives where the Click-Through Rate (CTR) has dropped by 50% week-over-week, indicating fatigue.
The Ad Frequency Capper
Ad fatigue kills ROI. This agent tracks the relationship between 'Frequency' (Avg times seen) and 'CTR' or 'CPA' in your campaign data, identifying the exact tipping point where performance degrades so you can set a cap.
Ad Waste Excluder
Filters a placement report to find URLs containing 'game', 'puzzle', or 'mobile' to add to your exclusion list.
The Ad Spend Pacer
Overspending gets you fired. Underspending gets you yelled at. This agent takes your Month-to-Date spend and Total Budget, calculating exactly how much you need to spend *daily* for the rest of the month to hit the target perfectly.
The Ad Variation Engine
Takes one winning ad (yours or a competitor's) and generates 10 high-quality variations using proven psychological frameworks like PAS, AIDA, and BAB.
The Ad Visual Intelligence Factory
Why is the competition winning? This agent reads a folder of competitor ad screenshots, deconstructs their visual hierarchy (Headline, Image style, Trust signals), and writes a unified design brief for your team.
The Audience Overlap Checker
Are your showing the same ad to the same person in two different ad sets? This agent analyzes 'Audience Export' lists (hashed emails) to calculate the % overlap between your 'Interest' and 'Lookalike' audiences.
Competitor Ad Style Clusterer
Downloads images from Ad Library, then uses embeddings to cluster them (e.g., "UGC Style", "Studio Shot", "Meme"). Helps you spot their creative strategy distribution.
The Fatigue Detector
Ad fatigue raises CPA. This agent analyzes your ad performance reports, flagging ads with High Frequency and declining CTR, signaling exactly when to launch new creative across all your campaigns.
Omnichannel Frequency Cap
Estimates total ad touches per user across multiple channels to prevent global bombardment.
The Facebook Ad Creative Brief
The creative is the most important targeting lever. This agent takes a list of products and generates distinct visual concepts (UGC, Static, Carousel) with detailed instructions for your design team.
The Offline Conversions Factory
Ads drive store visits and phone sales. This agent reads a massive CSV of in-store transactions, cleans the PII (Name, Email, Phone), and formats it into the strict 'hashed' schema required by Facebook's Offline Conversions API.
Gateway Product Analyzer
Identifies the 'Gateway Drug' products that appear most frequently in the first order of high-LTV customers.
Geo-Conversion Optimizer
Identifies cities or states with the highest conversion rates to refine ad geo-targeting.
The Semantic Negative Keyword Factory
Don't just block "free" and "cheap." This agent builds comprehensive negative keyword lists grouped by 'Intent Categories' (Employment, Educational, Comparison). It cross-checks your target keywords to prevent accidental blocks and outputs a CSV ready for direct import into Google Ads Editor.
The PPC Automator
Don't rely on manual checks. This agent generates robust Google Ads Scripts (JavaScript) that run hourly to police your account: Pausing bleeding keywords, alerting you to zero-impression ads, and capping over-spending campaigns.
Merchant Center Auditor
Audits your Google Shopping product feed to identify items missing critical attributes like GTIN, Image Link, or Price.
LTV Lookalike Seeder
Exports the Top 1% of customers by Lifetime Value (LTV) to create a high-quality seed audience for ad platforms.
The Hook Rate Analyzer
If they don't watch past 3 seconds, your creative failed. This agent calculates 'Hook Rate' (3-Sec Views / Impressions) and 'Hold Rate' (ThruPlay / 3-Sec) for your video ads, ranking them to find the winning scroll-stoppers.
The Channel Efficiency Analyst
CPA is the only metric that matters. This agent compares your influencer costs against code redemptions and your 'Target CPA' to automatically flag which partners are scaling your business and which are burning cash.
The LP Speed Auditor
If your landing page takes 3s to load, you lose 50% of your paid traffic. This agent uses `curl` to measure TTFB and Total Load Time across your entire campaign portfolio, flagging pages that are too slow.
Audience Overlap Checker
Analyzes exported target lists from different ad campaigns to find duplicate companies.
The LinkedIn Document Ad Creator
Document Ads (Carousels) get 3x the clicks of image ads on LinkedIn. This agent takes your whitepapers or guides and chunks them into 5-page 'Teaser PDFs' designed to maximize LinkedIn feed engagement.
The Insight Tag Fleet Auditor
The LinkedIn Insight Tag is often missing on critical pages. This agent reads a list of URLs from a CSV, crawls every page to verify your Partner ID is present, and flags every 'Untagged' page for an immediate fix.
The LAL Seeder Factory
High-quality lookalikes need high-quality seeds. This agent reads your massive customer database, filters for the 'Top 10%' by LTV or Frequency, and formats the PII for secure upload to Facebook or LinkedIn.
The PPC Intent Engine
Stop bidding on generic terms. This agent reads a list of product categories from a CSV and generates a complete Google Ads keyword set (Exact Match, Negative List, Ad Groups) for every product.
The Quality Score Doctor
Quality Score (QS) determines your cost. This agent audits your keywords, isolates those with QS < 5, and identifies the culprit (CTR, Ad Relevance, or Landing Page Exp) so you can know what to fix.
The Retargeting Sequence Planner
98% of visitors don't buy on the first visit. This agent maps out 30-day retargeting ad sequences for your entire product catalog, ensuring you stay top-of-mind without being annoying.
The Profit-First ROAS Adjuster
Standard ROAS is a vanity metric. This agent adjusts your ad performance data for returns, shipping costs, and product margins to reveal your true POAS (Profit on Ad Spend).
Trend Timing Assistant
Identifies the historical week where search volume for a category starts rising to time ad launches.
The TikTok Event Validator
TikTok pixels are finicky. This agent audits your existing event code (if provided) or researches your product type to generate a standardized event snippet including 'Value' and 'Content ID' parameters.
The UTM Builder Formula
Manual tagging causes errors and messy data. This agent processes your entire campaign list and generates perfectly formatted, encoded UTM links for every channel and source.
Channel Conflict Monitor
Checks if you are bidding on keywords where your wholesale partners (e.g. Nordstrom, Sephora) already dominate the SERP.
The B2B Brand Safety Guard
YouTube B2B ads often run on 'Cocomelon' because kids use parents' devices. This agent researches trending kids and gaming channels to build massive 'Negative Placement' lists for your entire campaign portfolio.
Production-Ready Logic
Every blueprint in the Paid Media library has been tested against real-world data schemas. No "Hallucination" risks - just structured logic.