Compare 4 skills

Attribute	Ad Campaign Analyzer	Ad Creative Intelligence	Churn Prevention	Popup CRO
Type of work	analyze	analyze	monitor	design
How often used	weekly	quarterly	weekly	event-driven
Workflow stage	analysis	analysis	review	setup
You get back	recommendation-list	document	recommendation-list	system-config
Who decides	advisory	advisory	advisory	draft-for-review
Growth motionrole	paid-acquisition	paid-acquisition	lifecycle	organic-cro
PMM functional arearole	—	—	lifecycle	—

Will it fit my setup

Whether the skill matches your tools, team size, deal size, and role. A great skill in the wrong context is useless.

What you provide

Ad Campaign Analyzer: text, file-upload
Ad Creative Intelligence: text, url
Churn Prevention: text, crm-data
Popup CRO: url, text

Output formats

Ad Campaign Analyzer: markdown
Ad Creative Intelligence: markdown
Churn Prevention: markdown
Popup CRO: markdown

Human review

Ad Campaign Analyzer: none
Ad Creative Intelligence: review-required
Churn Prevention: review-required
Popup CRO: review-required

Data sensitivity

Ad Campaign Analyzer: internal
Ad Creative Intelligence: public
Churn Prevention: confidential
Popup CRO: public

Channeldepartment

Ad Campaign Analyzer: paid-ads
Ad Creative Intelligence: paid-ads
Churn Prevention: email, content
Popup CRO: content

Funnel stagedepartment

Ad Campaign Analyzer: acquisition
Ad Creative Intelligence: awareness, acquisition
Churn Prevention: retention
Popup CRO: acquisition

Content typedepartment

Ad Campaign Analyzer: —
Ad Creative Intelligence: —
Churn Prevention: —
Popup CRO: —

B2B / B2Cdepartment

Ad Campaign Analyzer: B2B
Ad Creative Intelligence: B2B
Churn Prevention: B2B, B2C
Popup CRO: B2B, B2C

Ad platformsrole

Ad Campaign Analyzer: google-ads, meta-ads, linkedin-ads
Ad Creative Intelligence: generic
Churn Prevention: —
Popup CRO: —

Revenue model focusrole

Ad Campaign Analyzer: —
Ad Creative Intelligence: —
Churn Prevention: saas-subscription
Popup CRO: —

Output audiencerole

Ad Campaign Analyzer: —
Ad Creative Intelligence: —
Churn Prevention: customers, product
Popup CRO: —

Voice-of-customer sourcerole

Ad Campaign Analyzer: —
Ad Creative Intelligence: —
Churn Prevention: —
Popup CRO: —

Attribute	Ad Campaign Analyzer	Ad Creative Intelligence	Churn Prevention	Popup CRO
What you provide	text, file-upload	text, url	text, crm-data	url, text
Output formats	markdown	markdown	markdown	markdown
Human review	none	review-required	review-required	review-required
Data sensitivity	internal	public	confidential	public
Channeldepartment	paid-ads	paid-ads	email, content	content
Funnel stagedepartment	acquisition	awareness, acquisition	retention	acquisition
Content typedepartment	—	—	—	—
B2B / B2Cdepartment	B2B	B2B	B2B, B2C	B2B, B2C
Ad platformsrole	google-ads, meta-ads, linkedin-ads	generic	—	—
Revenue model focusrole	—	—	saas-subscription	—
Output audiencerole	—	—	customers, product	—
Voice-of-customer sourcerole	—	—	—	—

What makes it different

The methodologies, frameworks, jurisdictions, or channels this skill specializes in. This is where similar-looking skills reveal their actual angle.

Optimization surfacerole

Ad Campaign Analyzer: ad-creative, ad-targeting
Ad Creative Intelligence: ad-creative
Churn Prevention: in-app, email
Popup CRO: popup

Experiment frameworkrole

Ad Campaign Analyzer: —
Ad Creative Intelligence: —
Churn Prevention: —
Popup CRO: —

PMM artifactrole

Ad Campaign Analyzer: —
Ad Creative Intelligence: —
Churn Prevention: messaging-brief
Popup CRO: —

Positioning frameworkrole

Ad Campaign Analyzer: —
Ad Creative Intelligence: —
Churn Prevention: —
Popup CRO: —

Attribute	Ad Campaign Analyzer	Ad Creative Intelligence	Churn Prevention	Popup CRO
Optimization surfacerole	ad-creative, ad-targeting	ad-creative	in-app, email	popup
Experiment frameworkrole	—	—	—	—
PMM artifactrole	—	—	messaging-brief	—
Positioning frameworkrole	—	—	—	—

Cost & speed

How fast you get a result, how much setup it needs, how steep the learning curve. The price you pay before you find out if it works.

Time to first result

Ad Campaign Analyzer: 10 min
Ad Creative Intelligence: 30 min
Churn Prevention: 20 min
Popup CRO: 10 min

Setup time

Ad Campaign Analyzer: 🟢0 min
Ad Creative Intelligence: 10 min
Churn Prevention: 10 min
Popup CRO: 5 min

Complexity

Ad Campaign Analyzer: intermediate
Ad Creative Intelligence: intermediate
Churn Prevention: intermediate
Popup CRO: beginner

Attribute	Ad Campaign Analyzer	Ad Creative Intelligence	Churn Prevention	Popup CRO
Time to first result	10 min	30 min	20 min	10 min
Setup time	🟢0 min	10 min	10 min	5 min
Complexity	intermediate	intermediate	intermediate	beginner

Can I trust this

Publisher reputation, freshness of the skill, automated test coverage, install volume, user ratings. The gut-check before you commit.

Tests passing

Ad Campaign Analyzer: —
Ad Creative Intelligence: —
Churn Prevention: —
Popup CRO: —

Weekly installs

Ad Campaign Analyzer: —
Ad Creative Intelligence: —
Churn Prevention: —
Popup CRO: —

EF verified

Ad Campaign Analyzer: —
Ad Creative Intelligence: —
Churn Prevention: —
Popup CRO: —

Attribute	Ad Campaign Analyzer	Ad Creative Intelligence	Churn Prevention	Popup CRO
Tests passing	—	—	—	—
Weekly installs	—	—	—	—
EF verified	—	—	—	—

Verdict — which one should I pick?

Auto-generated from the rows above — not LLM prose.

Pick Ad Campaign Analyzer if

weekly

Ad Campaign Analyzer — diagnose what to cut, scale, and test

✓Ad platforms: google-ads, meta-ads +1

Pick Ad Creative Intelligence if

quarterly

Ad Creative Intelligence — find ad angles competitors haven't tried

✓Ad platforms: generic

Pick Churn Prevention if

weekly

Churn Prevention — Keep More Paying Customers

✓PMM artifact: messaging-brief
✓Revenue model focus: saas-subscription
✓Output audience: customers, product

Pick Popup CRO if

event-driven

Popup CRO — Build Popups That Convert Without Annoying

No unique differentiators in this comparison.

💡 Most teams use 2-3 of these together — they're complements, not substitutes.

Empty cells (—) mean the publisher hasn't declared a value. We don't guess.