I’m Raj Jha. I made a short walkthrough showing the exact prompts I use to run better campaigns faster. This post expands that walkthrough into a clear, tactical guide you can use right now. No hype. No fluff. Just the prompts and the rules that get results.
Why these prompts matter
Speed and precision are the new currency in paid marketing. You win if your tests are faster and your decisions are cleaner. These prompts turn raw data and messy creative programs into actions: what to stop, what to scale, what to test next. They remove opinion and replace it with a repeatable process.
If you run promotions, seasonal pushes, or any paid media, you need two things: a way to read your ad data quickly, and a test plan that removes randomness. The three prompts below give you both.
Quick overview
- Ad Account Analyzer — Paste exported CSVs. Get a prioritized audit: start, stop, continue, scale.
- Creative Matrix Planner — Build a 14-day rotating test schedule for offers, angles, and formats, with clear stop/scale rules.
- Copy Resonance Analyzer — Paste copy, get scores, and three ready-to-test rewrites tuned to persona and channel.
Prompt 1: Ad Account Analyzer — make decisions from raw CSVs
Problem: Meta’s interface buries insight behind layers. You waste time hunting for what’s actually working. The solution: export a CSV and let the AI analyze the table and tell you what to do.
How it works, step-by-step:
- Export a CSV from Meta Ads Manager with the standard performance columns. Include breakdowns by creative, ad set, impressions, CTR, spend, and conversions.
- Paste the predefined prompt into your LLM and attach the CSV. The prompt asks for the file and any constraints (time range, goal metric).
- The AI returns a prioritized list: key metrics, what’s driving traffic, conversion issues, and a short action plan for each row.
Concrete example from a live test I shared: one video ad had an 8.3% CTR but zero purchases. The AI flagged it as “traffic strong, no purchases” and recommended a conversion-focused landing page and a clearer offer. That specific recommendation saved me wasted spend. I had already turned that ad off — the AI confirmed the right move.
Other items the prompt gives you:
- Which creatives to pause because the asset was already tested and wasting impressions.
- Which audiences to tighten to drive first conversions.
- A short guide on what to scale and how to scale it.
How you should use the output
- Compare the AI’s recommendations with Meta Ads Manager. Use the AI as a shortcut, not an oracle.
- If a test cell spends 2x your target CPA without a conversion, pause it immediately. That is the stop-loss rule I use.
- Double budget on cells with CPA less than 0.7x target CPA. That is the scale rule I use.
These rules turn opinion into operating standards. Apply them before budget creeps into bad cells.
Prompt 2: Creative Matrix Planner — stop random testing
Random creative testing wastes money and time. You need a protocol: a repeatable schedule that rotates offers, angles, and formats so you test efficiently and learn fast. The Creative Matrix Planner builds that protocol in seconds.
How to run it
- Paste the matrix prompt into your LLM. The prompt asks for six inputs: daily test budget, product/service name, three offers to test, three creative angles, three formats, and any blackout dates/platform constraints.
- Provide those inputs. If you don’t have perfect offers or angles, iterate with the AI inside the prompt until the options are tight.
- The AI returns a 14-day calendar that rotates every combination, assigns budgets, and sets KPIs and rules.
Typical rules it gives
- Stop-loss: pause any cell that spends two times target CPA without a conversion.
- Scale rule: double budget on any cell with CPA less than 0.7x target.
- Tag campaigns clearly for performance reporting.
Why this matters
The matrix removes “random acts of marketing.” It forces disciplined rotations. You learn which offers, which angles, and which formats move CPA and conversion rate. You will know the best combination within two weeks, not months.
Operational tip: set your campaign naming and UTM tags to match the matrix cells so your analytics and LTV models map cleanly.
Prompt 3: Copy Resonance Analyzer — stop guessing what to write
Copy wins or loses. This prompt removes guesswork. Paste a copy block, tell the AI the persona, channel, tone, and constraints, and the AI scores your copy and produces three tested rewrites: a punch-up, a concise version, and a persona-tailored version.
Example from a real piece of copy:
Original line: “Stop wasting money on slow and expensive ad testing. Our research-backed software predicts ad performance with an 85% plus accuracy in just minutes, then tells you how to make them better.”
Inputs I used: target persona = growth marketing director at a DTC e-commerce brand; channel = LinkedIn sponsored post; tone = conversational and confident; constraint = max 60 words, follow LinkedIn ad policies.
AI output (select highlights)
- Scores: Clarity 8, Emotional pulse 6, Specificity 6, Readability 8, CTA strength 3.
- Punch-up rewrite: “Bleeding budget on endless ad tests? Our platform predicts winners with 85% accuracy in minutes, then shows step-by-step tweaks. See your first forecast today.”
- Concise rewrite: “Skip pricey tests. Our AI predicts winners 85%+ accurate in minutes. Then suggest exact fixes. Try it now.”
- Persona-tailored rewrite: focused on DTC growth director with concrete numbers and timing; “Launch tomorrow.”
Why this matters
The tool forces you to face the hard part of copy: the CTA and specificity. It identifies when your copy lacks a clear next step. It produces ready-to-test variants you can drop straight into the creative matrix.
How to run a full campaign with these prompts
Use the three prompts in sequence. That’s the operating model I use whenever I launch or optimize paid campaigns.
- Export current account data and run the Ad Account Analyzer. Get a prioritized audit and immediate stop/scale recommendations.
- Run the Creative Matrix Planner with your budget and offers. Build the 14-day schedule and implement tags and naming conventions.
- Run the Copy Resonance Analyzer for each ad creative. Use the three rewrites. Pick at least two per cell and test them simultaneously.
- Apply the rules from the matrix: pause cells that hit the stop-loss rule. Double budgets on cells that beat the scale rule. Re-run the Ad Account Analyzer weekly to ensure new blind spots don’t open up.
That sequence removes guesswork and speeds decisions. You test useful variance, not noise.
Operational discipline you must keep
- Tag everything. If you don’t tag, you won’t know why something worked.
- Use the stop-loss and scale rules as hard thresholds. They preserve budget and force winners to emerge.
- Document test outcomes in a single sheet. Make the decisions binary: keep or kill.
- Run the ad CSV audit at least weekly during active tests. The faster you act, the less you waste.
Where to get the prompts and tools
I posted the copy-and-paste prompts at CEO Workbench. Use them verbatim. They are interactive and ask the questions they need.
My product Atomized predicts ad performance and integrates this workflow if you want to automate selection of tests. Learn more at: https://atomized.ai
Free prompts and resources: https://CEOworkbench.com
Additional reading I recommend from my site (practical guides that pair well with these prompts):
- Testing methodology and why testing beats guesswork: https://rajjha.com/testing-your-way-to-success/
- How to run retargeting campaigns properly: https://rajjha.com/crash-course-retargeting-marketing-campaigns/
- Instagram and creative formats: https://rajjha.com/crash-course-instagram-ads/
- How to run YouTube ads and creative testing for video: https://rajjha.com/crash-course-how-to-run-youtube-ads/
- Email funnels that support paid acquisition: https://rajjha.com/crash-course-email-marketing-ramp-business-revenue/
- Newsletter tactics to keep paid traffic converting: https://rajjha.com/crash-course-how-to-do-newsletters-right/
Final note
These prompts cut your decision time and reduce wasted spend. Use the ad analyzer to find problems. Use the matrix to test methodically. Use the copy analyzer to write ads that convert. Follow the rules: pause at 2x target CPA with no conversions. Scale at 0.7x target CPA. Tag everything. Repeat.
That’s the short list. Apply it. Your marketing gets faster, cleaner, and profitable. No fluff. No promises. Just work that produces measurable results.
