Meta Ads Library Deep Dive: Competitor Ad Research
Systematically mine a brand's Meta Ads Library — creative angles, hooks, formats, longevity (long-running = winning) — to search competitor patterns and inform your own creative.
Works across your stack
Supported AI platforms
7 supported clients. Connector requirements are shown separately below.
Picture this
A familiar campaign moment
The same competitor ads keep appearing in your feed, and your team wants to know whether there is a pattern worth learning from. This skill studies the visible creative, offers, and angles, then turns those observations into ideas without copying the work.
Add this skill to your AI client
Choose your AI client, then download or copy the setup that fits it.
npx adspirer-skills add ad-library-deep-dive Installs the complete folder to .claude/skills/ in the current project.
Upload the ZIP in Claude → Settings → Skills. The bundle preserves every reference, script, and asset.
In ChatGPT, open Plugins → Skills → Create → Upload from your computer. ChatGPT scans the skill before making it available. Availability and upload permissions depend on your workspace plan and admin settings.
npx adspirer-skills add ad-library-deep-dive --agent cursor Installs the skill for the current Cursor workspace.
fetch adspirer.com/skills/ad-library-deep-dive.md and follow the skill Ask Codex to fetch the raw skill, or use the ZIP with any Agent Skills-compatible installer.
fetch adspirer.com/skills/ad-library-deep-dive.md and run it The raw SKILL.md route works with any agent that can fetch and follow instructions.
After installation
Your first run
Start a fresh chat if needed
Some clients discover newly installed skills only at session start. Ask the agent to use this skill by name.
Verify required access
Adspirer 0 optional enhancements can be added only when the job needs them.
Preview before action
The first pass is read-only. Installing a skill or connector never grants approval to spend, publish, message, or make destructive changes.
Starter prompt
Use the Meta Ads Library Deep Dive: Competitor Ad Research skill. I’m working on [campaign or account] and want to understand [goal or problem] for [date range]. Check that Adspirer is connected, start by looking without changing anything, and explain the story in plain language. Show me the evidence and ask before making any live change.
Where it helps
When this skill earns its place
You do not need another generic checklist. These are the moments where this skill can take a real campaign question and move it toward a decision.
A creative brief needs outside context
The team has run out of angles and wants to see which messages and formats competitors keep in market long enough to matter.
A category is changing quickly
Several new brands have appeared and you need a current view of offers, hooks, formats, and landing destinations.
A pitch needs evidence
An agency wants to show a prospective client where the category is crowded and where there may be useful whitespace.
See it in a campaign
Two ways this could play out
The numbers, account, and recommendation will be yours. These examples show the kind of story the skill is designed to help you work through.
DTC category scan
A supplement brand wants to understand why three competitors keep running founder-story videos and comparison statics.
What the skill does
The skill groups long-running ads into patterns, labels the strength of the evidence, and turns the patterns into original briefs.
B2B competitor review
A software company sees competitors shifting from feature claims toward customer proof.
What the skill does
The skill records what is visible, separates observation from interpretation, and suggests tests without claiming access to competitor results.
The useful part
What you’ll walk away with
A useful map of competitor messages, recurring creative patterns, and original directions your team can test next.
A simple journey
How it works
Frame the decision
Share the market, competitors, audience, and campaign choice the research needs to inform.
Separate signal from guesswork
The skill gathers available evidence, labels assumptions, and looks for repeatable patterns rather than isolated examples.
Turn research into action
You receive an original brief with implications and test ideas—not a copy of a competitor’s work.
Bring these with you
- The account or campaign you want to work on, plus the market and business goal.
- The date range, budget, or performance question that gives the job its context.
- Adspirer connected for the live parts of the workflow.
You stay in control
Live evidence
The skill checks the account, time period, currency, and attribution basis before it explains a result.
Honest handoffs
If the next step needs GTM, a pixel, billing, or a creative tool, it names the right owner or connector instead of pretending the fix was made.
Approval first
Adspirer can create or update supported ads and campaigns, but spend, publishing, messages, and live changes wait for your explicit approval.
Keep building the workflow
Related agent skills
Competitor Ad Recon
Research a competitor's active advertising: ad-library angles, landing pages (Firecrawl if connected), traffic mix (Similarweb) — synthesize what they're doing and where the gaps are. Facts, not verdicts.
A/B Test Runner
Set up a clean A/B test (one variable, proper split, a decision rule and duration for significance), read it honestly, and call the winner only when the data supports it.
Ad Copy Writing Room — Copy Writing vs Copy Editing for Platform-Correct Ad Copy Jobs
Clarifies copy editing vs copy writing up front: this is a true copywriting job, not a copy-edit pass. Produces platform-correct ad copy variations (headlines, primary text, CTAs) for Meta, Google RSA, and LinkedIn, grounded in a real offer and audience, with angle rationale — including Chinese writing to copy and paste or Japanese writing copy and paste for non-English markets.