Creative Insights

AI-Powered Creative Performance Insights

Meerkads analyzes your ad creatives across all channels to show you what is working, what is fatiguing, and what to build next, so every creative decision is backed by performance data rather than gut feeling.

Connects with

Creative Insights/Creatives
Total Revenue▲ +8.4%

$2M

Previous period $1.85M
Marketing Spend▲ +5.7%

$450K

Previous period $425.7K
Blended ROAS▲ +3.2%

4.50x

MER · prev. 4.36x

Frequency bucketsHow often people see your ads and where your budget is concentrated

Go to report
  • Low frequency (≤ 1.5)$41.1K31.9%

    1.46x avg frequency·2.38% CTR·6.85x ROAS

  • Healthy (1.5 – 3.0)$71.9K55.9%

    1.94x avg frequency·2.41% CTR·6.73x ROAS

  • Watch (3.0 – 5.0)$15.7K12.2%

    3.88x avg frequency·1.80% CTR·8.09x ROAS

  • Saturated (> 5.0)$00%

    — avg frequency·0.00% CTR·0x ROAS

01

Know which creatives are driving performance and which are dragging it down.

Meerkads scores every active creative based on performance relative to your account benchmarks. See at a glance which formats, messages, and visuals are generating the strongest results and which have already peaked so you can reallocate budget and brief your next creative round with confidence.

AIAds ManagerCampaign → ad set → ad

Filter campaign…
CampaignsAd setsAds
CampaignAI scoreStatusSpendReachImpr.ClicksCTRCPMCPCFrequency
Lookalike - High Value Customers57Active$46.5K1.3M2.1M40.8K1.99%$22.7$1.11.57x
Instagram Feed - Catalog Sales48Active$41.1K1.3M1.9M45K2.38%$21.8$0.91.46x
Reels - Trending Products32Active$25.3K465.4K1.2M37.4K3.12%$21.2$0.72.57x
Stories - Cart Retargeting64Active$15.7K288.3K1.1M20.1K1.80%$14$0.83.88x
Subtotal 4 campaigns——$128.7K3.4M6.3M143.2K2.29%$20.6$0.91.87x

Showing 1–4 of 4

02

Detect creative fatigue before it becomes a performance problem.

Creative fatigue is one of the most common and overlooked causes of declining ad performance. Meerkads monitors engagement and conversion trends at the creative level and alerts you when a previously strong ad starts losing effectiveness, giving you time to refresh before results deteriorate.

Creative Fatigue

Go to report
RRemarketing - Brand Defense - Ad #2Overexposed75/100
Weak clicks14
High cost0
Low conversion0
Overexposed65

High frequency (3.5x) · CTR below channel average

TTikTok Spark - Top Performers - Ad #2Low conversion75/100

Conversion rate dropped below the channel average while spend kept running.

TTikTok Spark - Brand Defense - Ad #3Low conversion75/100

Conversion rate dropped below the channel average while spend kept running.

TTikTok Spark - Competitor - Ad #1Low conversion75/100

Conversion rate dropped below the channel average while spend kept running.

RRemarketing - Top Performers - Ad #2Overexposed55/100

Conversion rate dropped below the channel average while spend kept running.

03

Understand what makes your best creatives work.

Meerkads goes beyond ranking creatives by performance. It analyzes patterns across your top performers to surface insights about which creative elements, formats, and messages consistently drive the best results for your specific audience, so your next brief is informed by data, not assumptions.

Placement breakdownBy Spend

SpendGo to report
  • Instagram Feed$43.7K34%

    2.02% Link CTR·6.93x ROAS

  • Instagram Story$27K21%

    2.02% Link CTR·6.93x ROAS

  • Instagram Reels$23.2K18%

    2.02% Link CTR·6.93x ROAS

  • Facebook Feed$19.3K15%

    2.02% Link CTR·6.93x ROAS

  • Facebook Marketplace$9K7%

    2.02% Link CTR·6.93x ROAS

Top 5 of 6 placements; the rest are grouped into “Other placements”

04

Compare creative performance across channels and campaigns.

The same creative can perform very differently across channels. Meerkads lets you compare how each ad performs across all your connected platforms so you can understand where each format works best and make smarter decisions about where to invest in creative production.

AIAds ManagerCampaign → ad group → ad

Filter campaign…
CampaignsAd GroupsAds
CampaignAI scoreStatusSpendImpr.ClicksCTRConv. rateConv.Conv. valueCPAROAS
Performance Max - Main Catalog54Active$68.6K3.5M65.6K1.89%4.58%3K$419.3K$22.86.11x
Shopping - Electronics Catalog50Active$53.3K2.5M56.4K2.29%3.83%2.2K$297.4K$24.75.58x
Generic Search - Footwear36Active$27.4K526.4K14.7K2.79%2.94%433$115K$63.24.20x
YouTube Video - Summer Collection12Active$21.1K6.3M49.9K0.79%2.23%1.1K$79.9K$18.93.79x
Brand Search - Demo Store83Active$13.8K197.6K11.6K5.87%8.42%977$117.8K$14.28.52x
Subtotal 6 campaigns——$196.1K14.5M219.9K1.52%4.14%9.1K$1.1M$21.65.69x

Showing 1–5 of 6

Why creative analysis is the missing layer in most ad performance stacks.

Most performance marketing tools are built around campaign and audience data but treat creative as an afterthought. The result is that teams spend significant budget producing and testing ads without a systematic way to understand what is working and why. Creative decisions get made based on limited data, personal preference, or whatever the last winning ad looked like. Meerkads changes this by building creative performance analysis directly into the platform. Every ad across every connected channel is tracked, scored, and analyzed continuously so you always know which creatives are driving results, which are losing effectiveness, and what patterns define your best performers.

AI-powered creative performance analysis for ecommerce brands and agencies.

For brands running paid advertising at scale, creative is often the single biggest variable in performance. Two campaigns with identical targeting and budget can produce very different results based entirely on the quality and relevance of the creative. Yet most teams lack the analytical infrastructure to understand creative performance beyond basic metrics like CTR and CPA. Meerkads builds this infrastructure for you. Connect your ad channels and Meerkads begins analyzing every active creative, tracking performance over time, detecting fatigue signals, and identifying the elements that separate your strongest ads from the rest. For agencies, this means more credible creative recommendations backed by data rather than opinion. For in-house teams, it means tighter creative feedback loops and less wasted spend on ads that have already run their course.

What you can analyze

Every creative insight you need to produce better ads.

  • Creative Performance Scoring

    Every active ad is scored based on performance relative to your account benchmarks across all connected channels.

  • Creative Fatigue Detection

    Automatic alerts when a creative starts losing effectiveness so you can refresh before performance drops significantly.

  • Top Creative Analysis

    Identify the formats, messages, and visual patterns that consistently perform best for your specific audience.

  • Cross-Channel Creative Comparison

    See how the same creative performs across different platforms to understand where each format works best.

  • Creative Lifecycle Tracking

    Track how each creative performs from launch through peak performance and into fatigue so you can time refreshes accurately.

  • AI Creative Recommendations

    Get data-backed suggestions on what to test next based on patterns from your highest-performing ads.

7-day free trial

Ready to take control of your ad performance?

Connect your ad channels and ecommerce store in one platform. AI analyzes performance, detects anomalies, and surfaces recommendations so you can grow faster.