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meta-ad-creatives

Analyze Meta Ads creative performance and benchmark hit rates across accounts.

Updated May 17, 2026
Search Tags:#multi-account#cpi#roas#meta ads#cpt#hit rate#creative performance
One-click install
npx skills add https://github.com/tiankong0101-byte/skills-registry --skill meta-ad-creatives
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: meta-ad-creatives
Source: https://github.com/tiankong0101-byte/skills-registry/tree/main/skills/meta-ad-creatives
Command: npx skills add https://github.com/tiankong0101-byte/skills-registry --skill meta-ad-creatives

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, python-dotenv, and includes scripts (resource) components.

What problem does it solve?

This Skill helps performance marketers quickly understand which Meta ads are winning, which are underperforming, and how creative performance changes over time across multiple accounts.

Core Features & Use Cases

  • Hit Rate Tracking: Measures the percentage of creatives meeting benchmark thresholds for CPT, CPI, IPM, or ROAS.
  • Multi-Account Analysis: Compares creative performance across multiple Meta Ads accounts with account-specific filters and benchmarks.
  • Trend Monitoring: Stores historical snapshots for monthly and all-time comparisons so teams can spot improving or declining creatives.
  • Example Use Case: A growth team can ask which creatives are hitting target CPT in the US this month, compare that rate to last month, and review the individual ads driving the result.

Quick Start

Ask to calculate the current month hit rates for your configured Meta ad accounts and summarize the winning creatives by benchmark.

Frequently Asked Questions about meta-ad-creatives

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I track Meta Ads creative performance across multiple accounts?▼

Monitor Meta Ads creative performance across multiple accounts by calculating creative-level hit rates for CPT, CPI, IPM, and ROAS. The Skill applies account-specific filters and benchmarks to identify winning ads and underperforming creatives.

What is a creative hit rate in Meta Ads performance marketing?▼

A creative hit rate in Meta Ads is the percentage of creatives meeting benchmark thresholds for CPT, CPI, IPM, or ROAS. Tracking this rate helps growth teams spot improving or declining ads and benchmark creative performance.

How do I compare Meta Ads ROAS and CPT benchmarks month over month?▼

Compare Meta Ads ROAS and CPT benchmarks month over month by storing historical snapshots of ad performance records. This enables monthly and all-time trend comparisons to identify improving or declining creatives.

Do I need Meta Ads API access to benchmark winning creatives?▼

Yes, you need Meta Ads API access to benchmark winning creatives. The analysis also requires account configuration, currency conversion support, and local or Firestore-backed persistence to store snapshots and performance records.

How do I calculate target CPT hit rates for my Meta ad accounts?▼

Calculate target CPT hit rates by applying benchmark thresholds to your Meta ad accounts' creative performance data. You can ask the Skill to calculate current month hit rates and summarize winning creatives by benchmark.

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