Meta Ads Research

Competitor Research for Meta Ads Teams

Guides on Meta Ad Library research, competitor analysis, and creative economics for ecommerce teams.

Start with the core research guides

Start with what public Meta ad data shows, where it stops, and how to use it in a brief.

Meta Ad Library Guide (2026): Search and Limits

Concrete search steps, filters that matter, what commercial ads do not show, and when screenshots stop being enough for budget or scale calls.

Read the Guide

All Guides

Strategy May 19, 2026 • 14 min read

How to Set Up the Meta Conversions API (5 Methods, Compared)

How to set up the Meta Conversions API in 2026: five methods compared, the failure modes for each, and a verification wo...

Read Article
Research May 17, 2026 • 14 min read

Verizon Meta Ads Teardown: 80 Ads Exposed vs AT&T and T-Mobile (2026)

A teardown of 80 live Verizon Meta ads vs 30 each from AT&T and T-Mobile. Real copy, real screenshots, and five patterns...

Read Article
Budget May 15, 2026 • 13 min read

MER vs ROAS for Meta Ads: Defending Your Budget (2026)

Meta's reported ROAS inflates by about 28% on average. Use MER alongside Meta ROAS to defend your ad budget to leadershi...

Read Article
Strategy May 15, 2026 • 13 min read

How to Set Up the Meta Pixel (Ecommerce and Lead Generation)

Step-by-step guide to setting up the Meta Pixel for ecommerce and lead generation, covering standard events, Conversions...

Read Article
Strategy May 14, 2026 • 16 min read

How to Build a Meta Ad Campaign That Actually Converts: What Top Brands Do

A full Meta Ads Manager setup walkthrough plus five creative rules proven with verbatim ad copy from Shopify, Gusto, and...

Read Article
Research May 14, 2026 • 11 min read

How to Turn Competitor Meta Ads Into a Creative Brief (2026)

A step-by-step workflow and copy-paste template for turning competitor Meta ads into a creative brief your designer can ...

Read Article
Research May 13, 2026 • 12 min read

Gusto Meta Ads Teardown: What Works & What to Steal (2026)

A teardown of 50 live Gusto Meta ads compared to Rippling and Paylocity. Real copy, real images, and five moves any paid...

Read Article
Research May 12, 2026 • 14 min read

Shopify Meta Ads Teardown: 530 Live Ads, Two Playbooks

We scraped 80 of Shopify's 530+ active Meta ads. Here's what their creative strategy actually looks like, and the gaps c...

Read Article
Research May 09, 2026 • 5 min read

Best Meta Ads Competitor Tracking Tools (2026)

Ranked and reviewed: the 10 best Meta ads competitor tracking tools in 2026. Covers automated monitoring, ad databases, ...

Read Article
Optimization May 03, 2026 • 9 min read

The Creative Fatigue Playbook for $1k–$10k/mo Meta Ad Accounts

Fatigue-detection playbook for agencies running $1k–$10k/mo Meta budgets. Spend-band thresholds, a 14-day diagnostic, an...

Read Article
Research April 30, 2026 • 11 min read

Meta Ads Competitive Audit: The $500 Proposal Line Item

Most agencies give competitive research away in pitches. Here's how to productize a Meta ads competitive audit, deliver ...

Read Article
BudgetApril 28, 2026 • 11 min read

Facebook Ads CPA Benchmarks for Ecommerce (2026)

DTC category CPA ranges, margin math, and a practical way to set your own target CPA.

Read Article
ResearchApril 06, 2026 • 10 min read

Mako Metrics vs. Foreplay: Which Tool Actually Helps You Beat Competitors?

A jobs-to-be-done comparison for teams choosing between swipe files and competitor reports.

Read Article
ResearchApril 04, 2026 • 9 min read

How Much Does AdSpy Cost? The Real 2026 Breakdown

The actual yearly cost of AdSpy by usage pattern, plus when a report-based workflow makes more sense.

Read Article
StrategyMarch 27, 2026 • 14 min read

Advantage+ Shopping Campaigns: Is It Working or Burning Budget?

How to spot junk inventory, weak customer splits, and cases where ASC needs tighter control.

Read Article
ResearchMarch 27, 2026 • 13 min read

Meta Ad Library Guide (2026): Search and Limits

How to search competitor ads, which filters to trust, transparency gaps for ecommerce, and when you need more than manual saves.

Read Article
BudgetMarch 26, 2026 • 10 min read

How Much Do Facebook Ads Cost? CPC, CPM & CPA Benchmarks

2026 CPC, CPM, and CPA benchmarks with planning formulas and seasonal cost context.

Read Article
OptimizationMarch 26, 2026 • 10 min read

Facebook Ads Not Converting? The 7-Point Troubleshooting Checklist

A diagnostic sequence for tracking, targeting, creative, offer, landing page, and campaign setup issues.

Read Article
StrategyMarch 26, 2026 • 11 min read

How to Build a Full-Funnel Facebook Ads Strategy for Ecommerce

A practical TOF, MOF, and BOF campaign structure with budget splits and KPIs.

Read Article
OptimizationMarch 26, 2026 • 12 min read

What's a Good ROAS for Facebook Ads? 2026 Benchmarks by Industry

Industry ROAS ranges, breakeven math, and when high ROAS can still be misleading.

Read Article
CreativeMarch 26, 2026 • 13 min read

7 Signs of Facebook Ads Creative Fatigue (2026 Guide)

Signals that your winning creative is wearing out, plus refresh rules before ROAS slides.

Read Article
OptimizationMarch 26, 2026 • 12 min read

iOS Attribution for Meta Ads: 5 Ecommerce Fixes

Conversion API, AEM, first-party capture, and blended reporting fixes for attribution gaps.

Read Article
ResearchMarch 26, 2026 • 12 min read

Reverse-Engineer Competitor Targeting on Meta Ads (2026)

How to infer audience strategy from creative, offers, landing pages, and visible ad patterns.

Read Article