Compare 4 skills

Attribute	Churn Prevention	Form CRO	Launch Positioning Builder	Page Conversion Rate Optimization (CRO)
Type of work	monitor	analyze	produce	analyze
How often used	weekly	event-driven	quarterly	event-driven
Workflow stage	review	analysis	setup	analysis
You get back	recommendation-list	recommendation-list	document	recommendation-list
Who decides	advisory	advisory	draft-for-review	advisory
Growth motionrole	lifecycle	organic-cro	—	organic-cro
PMM functional arearole	lifecycle	—	positioning	—

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

Churn Prevention: text, crm-data
Form CRO: url, text
Launch Positioning Builder: text, url
Page Conversion Rate Optimization (CRO): url, text

Output formats

Churn Prevention: markdown
Form CRO: markdown
Launch Positioning Builder: markdown
Page Conversion Rate Optimization (CRO): markdown

Human review

Churn Prevention: review-required
Form CRO: review-required
Launch Positioning Builder: approval-required
Page Conversion Rate Optimization (CRO): review-required

Data sensitivity

Churn Prevention: confidential
Form CRO: public
Launch Positioning Builder: internal
Page Conversion Rate Optimization (CRO): public

Channeldepartment

Churn Prevention: email, content
Form CRO: content, paid-ads
Launch Positioning Builder: content
Page Conversion Rate Optimization (CRO): content, SEO, paid-ads

Funnel stagedepartment

Churn Prevention: retention
Form CRO: acquisition
Launch Positioning Builder: awareness, acquisition
Page Conversion Rate Optimization (CRO): acquisition, activation

Content typedepartment

Churn Prevention: —
Form CRO: —
Launch Positioning Builder: —
Page Conversion Rate Optimization (CRO): landing-page

B2B / B2Cdepartment

Churn Prevention: B2B, B2C
Form CRO: B2B, B2C
Launch Positioning Builder: B2B
Page Conversion Rate Optimization (CRO): B2B, B2C

Ad platformsrole

Churn Prevention: —
Form CRO: —
Launch Positioning Builder: —
Page Conversion Rate Optimization (CRO): —

Revenue model focusrole

Churn Prevention: saas-subscription
Form CRO: —
Launch Positioning Builder: —
Page Conversion Rate Optimization (CRO): —

Output audiencerole

Churn Prevention: customers, product
Form CRO: —
Launch Positioning Builder: marketing, sales
Page Conversion Rate Optimization (CRO): —

Voice-of-customer sourcerole

Churn Prevention: —
Form CRO: —
Launch Positioning Builder: —
Page Conversion Rate Optimization (CRO): —

Attribute	Churn Prevention	Form CRO	Launch Positioning Builder	Page Conversion Rate Optimization (CRO)
What you provide	text, crm-data	url, text	text, url	url, text
Output formats	markdown	markdown	markdown	markdown
Human review	review-required	review-required	approval-required	review-required
Data sensitivity	confidential	public	internal	public
Channeldepartment	email, content	content, paid-ads	content	content, SEO, paid-ads
Funnel stagedepartment	retention	acquisition	awareness, acquisition	acquisition, activation
Content typedepartment	—	—	—	landing-page
B2B / B2Cdepartment	B2B, B2C	B2B, B2C	B2B	B2B, B2C
Ad platformsrole	—	—	—	—
Revenue model focusrole	saas-subscription	—	—	—
Output audiencerole	customers, product	—	marketing, sales	—
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

Churn Prevention: in-app, email
Form CRO: form
Launch Positioning Builder: —
Page Conversion Rate Optimization (CRO): page

Experiment frameworkrole

Churn Prevention: —
Form CRO: —
Launch Positioning Builder: —
Page Conversion Rate Optimization (CRO): —

PMM artifactrole

Churn Prevention: messaging-brief
Form CRO: —
Launch Positioning Builder: positioning-doc
Page Conversion Rate Optimization (CRO): —

Positioning frameworkrole

Churn Prevention: —
Form CRO: —
Launch Positioning Builder: —
Page Conversion Rate Optimization (CRO): —

Attribute	Churn Prevention	Form CRO	Launch Positioning Builder	Page Conversion Rate Optimization (CRO)
Optimization surfacerole	in-app, email	form	—	page
Experiment frameworkrole	—	—	—	—
PMM artifactrole	messaging-brief	—	positioning-doc	—
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

Churn Prevention: 20 min
Form CRO: 🟢10 min
Launch Positioning Builder: 30 min
Page Conversion Rate Optimization (CRO): 15 min

Setup time

Churn Prevention: 10 min
Form CRO: 5 min
Launch Positioning Builder: 10 min
Page Conversion Rate Optimization (CRO): 5 min

Complexity

Churn Prevention: intermediate
Form CRO: intermediate
Launch Positioning Builder: intermediate
Page Conversion Rate Optimization (CRO): intermediate

Attribute	Churn Prevention	Form CRO	Launch Positioning Builder	Page Conversion Rate Optimization (CRO)
Time to first result	20 min	🟢10 min	30 min	15 min
Setup time	10 min	5 min	10 min	5 min
Complexity	intermediate	intermediate	intermediate	intermediate

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

Churn Prevention: —
Form CRO: —
Launch Positioning Builder: —
Page Conversion Rate Optimization (CRO): —

Weekly installs

Churn Prevention: —
Form CRO: —
Launch Positioning Builder: —
Page Conversion Rate Optimization (CRO): —

EF verified

Churn Prevention: —
Form CRO: —
Launch Positioning Builder: —
Page Conversion Rate Optimization (CRO): —

Attribute	Churn Prevention	Form CRO	Launch Positioning Builder	Page Conversion Rate Optimization (CRO)
Tests passing	—	—	—	—
Weekly installs	—	—	—	—
EF verified	—	—	—	—

Verdict — which one should I pick?

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

Pick Churn Prevention if

weekly

Churn Prevention — Keep More Paying Customers

✓Optimization surface: in-app, email
✓PMM artifact: messaging-brief
✓Revenue model focus: saas-subscription

Pick Form CRO if

event-driven

Form CRO — Get More People to Fill Out Your Forms

✓Optimization surface: form

Pick Launch Positioning Builder if

quarterly

Launch Positioning Builder — positioning docs for any launch

✓PMM artifact: positioning-doc
✓Output audience: marketing, sales

Pick Page Conversion Rate Optimization (CRO) if

event-driven

Page CRO — Fix Pages That Aren't Converting

✓Optimization surface: page
✓Content type: landing-page

💡 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.