A Fitness Brand Cracked Meta's Andromeda Algorithm with Creative Scoring

A Fitness Brand Cracked Meta's Andromeda Algorithm with Creative Scoring

The Problem

The brand had scaled to ₹80L/month on Meta and then hit a wall. Advantage+ campaigns that were delivering 4.5x ROAS had fallen to 2.1x. The team tried everything in the standard playbook. Testing new audiences, creative variations, adjusting budgets, tweaking bid strategies. None of it moved the needle. The actual problem was with how Meta's Andromeda ad delivery system reads creative signals. Andromeda treats visuals, text, tone, and format as its primary targeting input. Your creative is effectively your target. A founder-story video pulls in a completely different audience from a fast-cut UGC testimonial, even within the same ad set. The team was pushing everything into Advantage+ and expecting the algorithm to figure it out. But Andromeda was reading mixed signals and matching ads to the wrong people. Problem-aware videos going to ready-to-buy users. Hard-sell demos going to cold audiences. The algorithm was doing its job. The creative strategy was the issue.

The Problem

The brand had scaled to ₹80L/month on Meta and then hit a wall. Advantage+ campaigns that were delivering 4.5x ROAS had fallen to 2.1x. The team tried everything in the standard playbook. Testing new audiences, creative variations, adjusting budgets, tweaking bid strategies. None of it moved the needle. The actual problem was with how Meta's Andromeda ad delivery system reads creative signals. Andromeda treats visuals, text, tone, and format as its primary targeting input. Your creative is effectively your target. A founder-story video pulls in a completely different audience from a fast-cut UGC testimonial, even within the same ad set. The team was pushing everything into Advantage+ and expecting the algorithm to figure it out. But Andromeda was reading mixed signals and matching ads to the wrong people. Problem-aware videos going to ready-to-buy users. Hard-sell demos going to cold audiences. The algorithm was doing its job. The creative strategy was the issue.

How They Use Predflow

How They Use Predflow

Every creative gets scored across the 16-criteria framework before it goes live. With GoKwik data connected, they can also verify whether the users Andromeda finds are actually converting through to confirmed orders, not just initiating checkout.


  • "Score all active creatives on Strategic Angle. Which ones have unclear persona signals for Andromeda?"

  • "Show me which creatives have mismatched Awareness Stage Fit and what signal they're sending instead"

  • "Analyze 5 competitor fitness brands' creatives. Where is nobody competing on curiosity and tension?"

  • "Does this new batch pass 7/10 on Angle Clarity? Andromeda needs to read the persona signal clearly."


Most creatives were scoring 4 to 5/10 on Angle Clarity. The algorithm simply couldn't determine what persona or pain point each ad was targeting. Awareness Stage Fit was mismatched on 70% of ads. Format-Persona Fit was also off. Static images for testimonial angles (should have been UGC video), long-form video for flash offers (should have been punchy static) 

Using Predflow's scoring, the team rebuilt their creative library into Andromeda-optimised buckets. Problem-agitation UGC hooks for cold audiences. Before-and-after carousels for solution-aware users. Product demos for comparison shoppers. Bold-CTA statics for retargeting. Each creative built to send one clear signal so Andromeda could find the right audience without manual targeting.


The Results

The Results

All metrics represent approximate results. Individual outcomes will vary based on industry, ad spend, product-market fit, and connector configuration.

"Everyone talks about Advantage+ and broad targeting but nobody talks about the other side. If your creatives send unclear signals, Andromeda finds unclear audiences. Predflow showed us 70% of our ads were mismatched on the awareness stage. Once we restructured using the scoring, Advantage+ went from 2.1x to 4.8x ROAS in three weeks. The algorithm didn't change. Our creative strategy did."

VP of Growth

Frequently Asked Question

Frequently Asked Question

What is Predflow?

Does Predflow work with Meta and Google Ads?

Is there a Predflow Shopify app?

How is Predflow different from Meta Ads Manager or Google Ads dashboard?

Can Predflow detect creative fatigue?

Does Predflow support multi-touch attribution?

How quickly can I get started with Predflow?

Competitive Edge

Simple Attribution

Ad Intelligence

Ad Intelligence

Social Analysis

Social Analysis

Social Analysis

Social Analysis

Social Analysis

Social Analysis