The Creative Strategy Audit Process for Meta’s Andromeda Update

Colby Flood
Creative Strategy

Most Facebook ad creative audits you'll encounter on social media follow the same playbook: scrape reviews, mine Reddit conversations, analyze sentiment, and plan messaging angles. 

While these steps provide valuable context, they're missing the critical performance data that reveals your account's true limitations and growth opportunities. 

The goal of this article is to help transform the traditional creative strategy audit and planning process into performance-driven strategic planning that sets measurable, business-aligned goals and provides clear direction for creative development.

The Problem with Standard Creative Audits

The typical audit captures what people say about your brand, but not who you’ve been able to reach with them. And the goals you’re able to set are account wide performance changes, which could keep you in the dark as to why performance does or does not improve. 

A smarter audit combines qualitative insight with quantitative performance analysis to reveal exactly where creative diversity, demographic focus, or spend distribution are holding your account back.

A Smarter Approach: Performance-First Creative Analysis

Step 1: Analyze Your Top-Performing Ads

Before scraping reviews or analyzing sentiment, identify what is already working. Review your top spending ads from the past 90 days and categorize them by message, format, and persona. Look for patterns in overused hooks, repetitive UGC creators, or missing demographics.

Ask yourself:

  • How diverse is your messaging? Are you over-relying on certain angles or hooks?
  • What's your visual creative diversity like? Are the top spending ads mostly iterations of the same winning ads or UGC creators?
  • What are the demographics of the people in the UGC and static ads? Are we heavily focused on one demographic?
  • How is spend distributed across formats?
  • Which funnel stages receive the most investment?

These insights create the foundation for understanding what the breakdown data (Step 2) actually means.

Step 2: Demographic Breakdown Analysis

Now that you understand the marketing purpose behind your top spenders, it's time to examine performance through Meta's lens. The Andromeda update has made it apparent that Meta assigns an Entity IDs to ad creatives, visually similar ads get the same ID, meaning they compete against each other for the same audiences. In other words, a lack of creative diversity may result in concentrated ad spend in certain demographic breakdown areas. 

Critical Breakdowns to Analyze:

  • Age segments
  • Gender performance
  • Audience segments

Questions I want to answer, looking at the breakdown data:

  • Audience segments
    • Are existing customers receiving too much spend? In general, you want this to be as close to 0% as possible, unless the brand has a plausible reason to use Meta over email for retention plays. For example, if an ad account shows data where 50% of spend goes to existing customers, you’ll likely also see that the existing customer ROA is much higher than the new customer one. This opens the need to discuss realistic performance expectations, and changes the measurement of creative from increasing ROA to increasing new customer ROA. 
  • Age Ranges
    • Spend distribution (Look at this before analyzing AOV & CPA. If one age range has 5% of spend, and another has 55% of spend, you can’t realistically compare their CPA/AOV and argue that the lower spend age range is better. But you can create a hypothesis that you could potentially target them more, which I’ll get to later.)
    • Which has the best AOV
    • Which has the best CPA
  • Gender breakdowns
    • Analyze the same things as age ranges

Step 3: Rolling Reach Analysis

While breakdown data reveals who you're reaching, rolling reach analysis tells you whether you're actually expanding your audience or just hitting the same people repeatedly. This is crucial for understanding if your increased spend is driving genuine growth or just frequency inflation.

Why Rolling Reach Matters

Part of your job as a creative strategist is to capture the attention of net new audiences. If you want to create new customer sales, you need to feed the funnel with net new audience each month ideally at a lower cost per 1,000 accounts reached than in previous months.

Step 4: Key Patterns to Identify in Your Breakdown Analysis

Once your breakdown data is organized, the real value comes from connecting performance trends to creative observations related to the top spending ads. This is where the numbers begin to tell the story of why your account is performing the way it is, and how you can unlock its next phase of growth.

Turning Insights into Strategic Hypotheses

With all of this data on hand, it’s time to start putting the pieces together, and create hypotheses for performance improvements to guide your upcoming creative briefs. Scaling an ad account is not just about getting better ROAs or CPA, it is about unlocking new audiences to drive net new reach, and net new purchasers at a profitable rate. 

Female Age Range Expansion


The age breakdown revealed heavy concentration among older demographics, with spend distributed as follows:

18–24: 1.56%
25–34: 7.27%
35–44: 22.59%
45–54: 31.63%
55–64: 24.23%
65+: 12.71%

Of the top 40 spending ads, 25 were nearly identical UGC mashups featuring female creators between ages 35 and 55. While this aligns with the brand’s premium positioning and higher disposable income among older audiences, the density of spend may be due to the creators selected. The minimal investment in 18-34 age ranges represents a potential expansion opportunity.

A valuable next step would be to test new UGC content featuring female creators in the 18–34 range. The goal is to increase spend distribution toward younger audiences while maintaining or improving net new ROAS. Expanding creative representation in this demographic could help reduce audience fatigue, lower CPMs, and unlock scalable growth opportunities.

Top Spending Age Range Creative Refresh

We could continue spending in the 35-64 age range, but theres an opportunity to diversify UGC creators as the same 3 have been used repeatedly. The goal here would be to decrease CPM and CPMr and drive a higher nROA. 

Male Audience Expansion

The gender data revealed a clear imbalance: 97.7% of spend and 97.5% of revenue came from female audiences, while only 1.6% of spend and 1.7% of revenue came from males. All of the top 40 ads targeted women, and fewer than 2% of 600 active ads promoted male product lines.

With such a small share of spend dedicated to male audiences, this segment represents untapped potential. Expanding creative efforts by hiring male UGC creators and developing static ads for male product lines, particularly for lower-funnel campaigns, could open new growth opportunities while maintaining or improving net new ROAS.

Female Audience Gifting Increase

Increasing purchases for females age 35-64 using ads relating to gifting for their male partner during the Q4 season is another great opportunity to achieve two business goals. We would monitor cost per purchase and AOV.

Gender and Age Range Audience Expansion

A strong opportunity for growth lies in expanding both gender and age representation across the ad creative. Whitelisting high-performing influencers to leverage their earned audiences is a great pathway forward for this. This approach not only introduces your brand to new demographics but also builds credibility and reach through authentic creator voices.

A modern creative audit isn’t about collecting more screenshots, opinions, or spreadsheets, it’s about transforming creative analysis into a measurable growth engine. When qualitative insight meets quantitative performance data, creative decisions stop being guesses and start becoming business strategies.

The real value of a performance-first audit lies in what it enables next: smarter testing, clearer creative priorities, and a framework for sustained account growth. By aligning creative strategy with data-backed audience insights, brands can move beyond optimizing ads, and start optimizing how they reach and convert people.

At Brighter Click, we’ve seen this shift turn creative audits from static reports into living systems that fuel consistent performance gains with our ad creative services. Because when you understand why an audience engages and where your reach is limited, every creative decision becomes an opportunity to scale smarter.

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