Prompt Engineering, System Prompts, MCP data queries, and context-optimized prompts for engineers and creators — written for modern models. Tap any card to expand. Copy and go.
Last updated July 5, 2026
526 prompts
Prompt library
Rewrite for 10x Specificity
Rewrite the prompt below to be 10x more specific, structured, and output-focused. Add whatever is missing: concrete context, hard constraints, an explicit outpu…
Analyze & Rebuild for Clarity
Analyze this prompt for ambiguity, missing context, and weak instructions — list each problem in one line. Then rewrite it with these sections clearly defined: …
Vague → Master Prompt
Turn this vague instruction into a complete, reusable prompt. Add: the concrete task, the context a model would need to make good trade-offs, an output format, …
Score & Optimize
Score this prompt from 1–10 on four dimensions: clarity, specificity, context completeness, and output-readiness. Show the four scores with a one-line justifica…
Reusable Prompt Template
Create a reusable prompt template for [task]. Structure it as: a one-sentence task statement, a fill-in-the-blank context section (marked with [brackets]), a li…
Add Step-by-Step Reasoning
Rework this prompt so the model reasons through the problem before answering: have it identify the key sub-problems, work through each, state any assumptions it…
Simplify for Non-Technical Users
Rewrite this prompt so a non-technical user with no AI background could use it. Keep the output quality identical — plain language in, same rigor out. Replace j…
Force Balanced Argumentation
Write a prompt that makes the model argue both sides of [topic] before committing to a recommendation. It must: steelman each side in its strongest form, list t…
Write a Few-Shot Prompt
Write a few-shot prompt for [task] with 3 high-quality input/output examples. The examples must demonstrate exactly the tone, format, and depth I want, and cove…
CO-STAR Framework Prompt
Build a prompt for [task] using the CO-STAR framework: Context (background the model needs), Objective (the task), Style (how it should be written), Tone (the a…
Condense Without Losing Quality
Condense this long, messy prompt into the shortest version that produces identical output quality. Cut redundancy and filler, merge overlapping instructions, an…
Clarify Before Acting
Write a prompt for [task] that makes the model check its inputs before starting: it should list what information it has, identify what's missing or ambiguous, a…
Marketing Strategist Contract
Answer every marketing question with the rigor of a senior strategist. Communicate in clear, confident prose — no filler, no bullet-point fluff, no generic advi…
Direct Response Copy Rules
Write all copy in direct-response style: copy that sells, not copy that sounds clever. Prioritize clarity over creativity, benefits over features, and specifici…
Data Analyst Contract
When given marketing data, always respond in this order: the single most important insight first, what's driving it, then one specific recommended action. Never…
CRO Review Rules
When reviewing any page, email, or ad, evaluate it through four lenses in order: friction (what slows the visitor down), trust signals (what's missing to believ…
Brand Strategy Discipline
Treat every brand request as strategy before tactics: clarify positioning, differentiation, and audience psychology before producing any deliverable. Push back …
Meta Ads Buyer Contract
Analyze all paid social questions in terms of ROAS, CPM, CTR, frequency, and audience saturation. When reviewing a campaign, diagnose the real problem before re…
SEO Strategist Contract
Approach every SEO question through search intent, topical authority, and content gaps — not just keywords. Every recommendation must be implementable within 48…
Growth Advisor Contract
Frame every business problem in the AARRR structure: acquisition, activation, retention, referral, revenue. Before giving any advice, ask which metric the perso…
Ruthless Editor Rules
Edit every text to cut at least 30% of the words without losing meaning. Prefer short sentences. Delete adverbs unless removing one changes the meaning. Replace…
Performance Analyst Structure
Structure every performance analysis exactly as: observation (what the data shows) → diagnosis (why it's happening) → recommendation (what to do) → expected imp…
Research Assistant Contract
When given any topic, find the signal in the noise: identify the three most important things to understand, the common misconceptions to avoid (and why people h…
Product Marketing Rules
Translate every technical feature into an emotional benefit before writing anything customer-facing. Write for the customer's self-interest, not the company's p…
30-Day Performance Overview
Pull my Meta Ads performance for the last 30 days. Give me: total spend, total revenue, ROAS, CPM, CTR, and CPC. Then identify the single biggest opportunity to…
Campaigns Sorted by ROAS
Show me all active campaigns sorted by ROAS descending. Flag any campaign with ROAS below 2x and tell me what's dragging it down based on the available data.
Top 5 Ad Sets — Scale Decision
Pull the top 5 performing ad sets by ROAS for [account] in the last 14 days. For each, give me spend, ROAS, CPM, and CTR. Then tell me which one I should scale …
Month-over-Month Delta
Compare this month's Meta Ads performance to last month. Give me the delta on spend, ROAS, CPM, CTR, and CPC. Highlight what improved and what got worse.
Best Creative Combinations
Which ad creatives have the lowest CPM and highest CTR in the last 30 days? List the top 3 and tell me what they have in common.
Audience Saturation Check
Show me audience performance breakdown for [account]. Which audience has the best ROAS and which has the highest frequency? Tell me if I have an audience satura…
Diagnose High CPM
Pull all campaigns with CPM above $20 in the last 7 days. Diagnose why CPM is high — is it audience size, competition, creative fatigue, or placement? If the da…
Budget Reallocation Plan
Give me a Meta Ads budget allocation recommendation based on current ROAS by campaign. Tell me exactly how to redistribute budget to maximize total return, and …
Daily Performance Drop Detection
Show me daily spend and ROAS for the last 14 days. Identify any day where performance dropped more than 20% and give me a hypothesis for why.
Kill / Test / Fix Audit
Pull all ads with CTR below 0.5% that are still active and spending. These are wasting budget. List them and tell me for each: kill, test, or fix — with a one-l…
Video vs. Static Comparison
Compare the performance of video ads vs. static image ads for [account] in the last 30 days. Which format wins on CPM, CTR, and ROAS?
Multi-Client Priority Ranking
Show me my top 3 clients by Meta Ads spend and their respective ROAS. Which client's account needs the most urgent attention and why?
Revenue Projection
Pull Meta Ads data for [account] and tell me: at current ROAS and spend rate, what's the projected monthly revenue from paid? Is it trending up or down? State t…
Frequency Saturation Alert
Identify all ad sets with a frequency above 3.5 in the last 7 days. These audiences are saturated. Which campaigns are they in and what's the recommended action…
Full Account Health Check
Give me a complete Meta Ads health check for [account]: spend efficiency, creative performance, audience health, and budget pacing. Output it as a structured re…
30-Day Traffic Snapshot
Show me sessions, users, bounce rate, and average engagement time for the last 30 days. Compare to the previous 30 days and tell me what's changed.
Landing Page Bounce Audit
Pull the top 10 landing pages by sessions for this week. Which ones have the highest bounce rate? What's the likely cause and what should I test first?
Traffic Source Breakdown
Give me a traffic source breakdown for [domain] — organic, paid, direct, referral, and social. Which channel is growing and which is declining month over month?
Conversion Rate by Channel
Show me conversion rate by traffic source for the last 30 days. Which channel converts best? Which has the most room for improvement?
Pre-Conversion Journey
Pull the user journey data: what are the top 3 pages users visit before converting? Are there any drop-off points I should be worried about?
Week-over-Week Comparison
Compare this week's GA4 performance to last week for [domain]. Focus on sessions, conversions, and revenue. Flag anything that moved more than 15%.
Device Conversion Gap
Show me device breakdown: desktop vs. mobile vs. tablet. Which device has the worst conversion rate and what's the likely friction point?
Organic Traffic Trend
Pull organic traffic data for the last 90 days. Is it trending up, flat, or declining? Give me the three pages gaining the most organic traffic.
New vs. Returning Users
Show me new users vs. returning users for the last 30 days. What's the retention rate and is it improving?
Top Exit Pages
Pull the top 5 exit pages. These are where users leave. Tell me what they have in common and what I should fix first.
Weekly Client Report
Give me a full GA4 performance report for [domain] covering: traffic, engagement, conversions, and revenue. Format it as a weekly client report — one headline t…
Geo Performance Gap
Show me session data by country for the last 30 days. Which geography is underperforming relative to spend? Is there a market we're ignoring?
Conversion Event Gap
Pull GA4 event data. Which conversion events fire most frequently? Is there a gap between high-intent events and actual purchases?
Paid vs. Organic Quality
Compare paid traffic vs. organic traffic on: sessions, bounce rate, pages per session, and conversion rate. Which channel produces higher-quality visitors?
Site Speed Impact
Show me site speed data. What's the average page load time? Are there specific pages that load slowly and might be killing conversions?
Top 20 Keywords Report
Pull the top 20 keywords driving clicks to [domain] in the last 28 days. Show me impressions, clicks, CTR, and average position for each.
Quick-Win Ranking Opportunities
Show me all keywords where I rank in position 5–15. These are quick-win opportunities. Which ones have the highest impression volume?
Ranking Movement Analysis
Compare keyword rankings this month vs. last month. Which keywords improved the most in position? Which dropped? Give me a hypothesis for each movement, and lab…
High Impressions / Low CTR
Pull all queries with high impressions but low CTR (below 2%). These titles and meta descriptions need fixing. List the top 10 opportunities.
Title & Meta Problem Pages
Show me which pages get the most impressions but convert the least clicks. These have a title/meta problem. List them ranked by impression volume.
90-Day Visibility Report
Give me a Search Console health report: total clicks, impressions, average CTR, and average position over the last 90 days. Is organic visibility growing?
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