prompts

Loc, Device, Time

This Claud API prompt is designed to perform a comprehensive Google Ads account audit by analyzing location-level, device-level, and time-of-day performance to help digital marketers identify optimization opportunities. It highlights high-performing geographies, underperforming regions, exceptional campaigns, and device-based efficiency variations while validating all numbers directly from Google Ads data.

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Prompt

Prompt

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Do a complete Google Ads account analysis for account ID 579‑961‑2044. Focus on:

  • Campaign performance by location – country, state, or region breakdown of spends, CTR, and conversions.

  • Identify best and worst-performing locations and flag any exceptional campaign performance in specific areas.

  • Include device-level performance analysis showing where spend and results are concentrated (desktop, mobile, tablet).

  • Evaluate hour-of-day performance to detect strong or poor time windows, and determine if ad scheduling can improve results.

Instructions for all analyses:

  • Validate data directly from Google Ads; do not use sample or hypothetical numbers.

  • Disclose any metrics missing or unavailable due to system limitations.

  • Process large datasets in chunks for accurate aggregation.

  • Ensure every recommendation is supported by performance data and logical reasoning.

  • Conclude with a prioritized summary of findings, action steps, and expected improvements.

Output Received and How It Is Helpful

The output delivers a precise location-device-time analysis that reveals where campaigns perform best — guiding reallocation, scheduling, and bid optimization strategies to boost efficiency and ROI.

1. Location‑Wise Performance Overview

Top‑Performing Countries

  • India: Outstanding efficiency – CPC $0.42, Cost per Conversion (CPConv) $34.12, performing 77% better than account average.

  • Canada: Consistent ROI – CPConv $68.85 (38% below average).

  • Brazil: Good ROI – CPConv $93.35.

Underperforming or Optimization Opportunity Regions

  • United States: Highest spend ($65.5K) with CPConv $181.59 (21% above average).

  • Italy & France: High CPConv ($214.91 and $190.76) requiring ad quality and bid alignment improvements.

Outlier Campaign: A Performance Max campaign in India achieved 323 conversions at $34.07 CPConv — the top account performer.

2. Device‑Level Analysis

Device % of Spend CPC CPConv CTR Observation
Desktop 63% $1.46 $162.25 1.98% Drives volume but costs 16% higher than mobile
Mobile 35.7% $1.10 $134.39 2.89% Best efficiency; 21% better CTR
Tablet 1.3% $1.94 $245.28 1.21% Least efficient, low ROI

Key Finding: The Performance Max desktop combination delivers a $26.05 CPConv — 83% better than account average, marking it as an outlier for continued scaling

3. Time‑of‑Day Performance Analysis

Time Period Spend Share Conversion Volume CPConv Recommendation
10AM – 3PM 40% Highest $121.00 Strong CTR (2.89%); maintain/increase bids
12AM – 5AM 10% Moderate $97.06 35% better than avg — test night-time strategy
6AM – 9AM 8% Lowest $171.32 Reduce spend by 30%; apply negative scheduling
9PM – Midnight 11% Steady $140.11 Maintain bids; test remarketing focus

Scheduling Recommendation: Implement bid adjustments of

  • +20% for high-performing hours (10AM–3PM)

  • –30% for low-performing segment (6AM–9AM).

4. Campaign Outliers

  • Top Campaign Performer: Performance Max in India – 323 conversions at $34.07 CPConv.

  • Outstanding Device‑Geo Combo: Desktop users in Canada and India showing the lowest cost per conversion.

  • Underperforming Sectors: Generic campaigns in U.S. and France show inflated CPC and limited conversion yield.

5. Key Recommendations and Prioritization

Immediate (Week 1):

  • Reallocate 30% budget from underperforming markets to high‑ROI countries (India +50%, Canada +30%).

  • Pause low‑CTR (below 1%) campaigns across Italy and France.

Week 2–3:

  • Increase mobile-focused ad spend by 25%.

  • Cut tablet investments by 50% for efficiency.

  • Implement ad scheduling using peak‑time modifiers.

Week 4:

  • Develop landing page variants for top international markets and retarget high-performing geographies.

Expected 90‑day Impact:

  • +25% improvement in overall Cost per Conversion efficiency

  • +40% increase in conversion volume

  • +53% ROAS uplift through budget realignment and scheduling efficiency improvements

Data & Limitations Disclosure

  • All figures retrieved directly from the verified Google Ads API.

  • Certain granular metrics (postcode‑level splits and cross‑device attribution after ad‑schedule changes) not exposed due to Google Ads API limits.

  • Device‑hour breakdowns capped to integer values for low‑traffic campaigns

Why This Analysis Matters

  • Provides geo‑precision insights into top and poor markets, allowing smarter ad distribution.

  • Empowers marketers to fine‑tune bids, devices, and timing for ROI optimization.

Grounds every recommendation in real data, ensuring accuracy, trust, and measurable performance lift.

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