Compare 4 skills

Attribute	Churn Prevention	Competitor Intelligence	Customer Research	Launch Positioning Builder
Type of work	monitor	monitor	analyze	produce
How often used	weekly	daily	quarterly	quarterly
Workflow stage	review	intake	analysis	setup
You get back	recommendation-list	document	recommendation-list	document
Who decides	advisory	advisory	advisory	draft-for-review
PMM functional arearole	lifecycle	competitive-intel	customer-research	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
Competitor Intelligence: text, api-credentials
Customer Research: text, file-upload
Launch Positioning Builder: text, url

Output formats

Churn Prevention: markdown
Competitor Intelligence: markdown, email
Customer Research: markdown
Launch Positioning Builder: markdown

Human review

Churn Prevention: review-required
Competitor Intelligence: none
Customer Research: review-required
Launch Positioning Builder: approval-required

Data sensitivity

Churn Prevention: confidential
Competitor Intelligence: public
Customer Research: confidential
Launch Positioning Builder: internal

Channeldepartment

Churn Prevention: email, content
Competitor Intelligence: social
Customer Research: content, email
Launch Positioning Builder: content

Funnel stagedepartment

Churn Prevention: retention
Competitor Intelligence: awareness, acquisition
Customer Research: acquisition, activation, retention
Launch Positioning Builder: awareness, acquisition

Content typedepartment

Churn Prevention: —
Competitor Intelligence: —
Customer Research: —
Launch Positioning Builder: —

B2B / B2Cdepartment

Churn Prevention: B2B, B2C
Competitor Intelligence: B2B
Customer Research: B2B, B2C
Launch Positioning Builder: B2B

Output audiencerole

Churn Prevention: customers, product
Competitor Intelligence: marketing
Customer Research: marketing, product
Launch Positioning Builder: marketing, sales

Voice-of-customer sourcerole

Churn Prevention: —
Competitor Intelligence: —
Customer Research: 4 items
Launch Positioning Builder: —

Attribute	Churn Prevention	Competitor Intelligence	Customer Research	Launch Positioning Builder
What you provide	text, crm-data	text, api-credentials	text, file-upload	text, url
Output formats	markdown	markdown, email	markdown	markdown
Human review	review-required	none	review-required	approval-required
Data sensitivity	confidential	public	confidential	internal
Channeldepartment	email, content	social	content, email	content
Funnel stagedepartment	retention	awareness, acquisition	acquisition, activation, retention	awareness, acquisition
Content typedepartment	—	—	—	—
B2B / B2Cdepartment	B2B, B2C	B2B	B2B, B2C	B2B
Output audiencerole	customers, product	marketing	marketing, product	marketing, sales
Voice-of-customer sourcerole	—	—	4 items	—

What makes it different

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

PMM artifactrole

Churn Prevention: messaging-brief
Competitor Intelligence: messaging-brief
Customer Research: persona-doc
Launch Positioning Builder: positioning-doc

Positioning frameworkrole

Churn Prevention: —
Competitor Intelligence: —
Customer Research: —
Launch Positioning Builder: —

Attribute	Churn Prevention	Competitor Intelligence	Customer Research	Launch Positioning Builder
PMM artifactrole	messaging-brief	messaging-brief	persona-doc	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
Competitor Intelligence: 60 min
Customer Research: 30 min
Launch Positioning Builder: 30 min

Setup time

Churn Prevention: 10 min
Competitor Intelligence: 30 min
Customer Research: 10 min
Launch Positioning Builder: 10 min

Complexity

Churn Prevention: intermediate
Competitor Intelligence: expert
Customer Research: intermediate
Launch Positioning Builder: intermediate

Attribute	Churn Prevention	Competitor Intelligence	Customer Research	Launch Positioning Builder
Time to first result	🟢20 min	60 min	30 min	30 min
Setup time	10 min	30 min	10 min	10 min
Complexity	intermediate	expert	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: —
Competitor Intelligence: —
Customer Research: —
Launch Positioning Builder: —

Weekly installs

Churn Prevention: —
Competitor Intelligence: —
Customer Research: —
Launch Positioning Builder: —

EF verified

Churn Prevention: —
Competitor Intelligence: —
Customer Research: —
Launch Positioning Builder: —

Attribute	Churn Prevention	Competitor Intelligence	Customer Research	Launch Positioning Builder
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

No unique differentiators in this comparison.

Pick Competitor Intelligence if

daily

Competitor Intel — daily competitor signal feed

No unique differentiators in this comparison.

Pick Customer Research if

quarterly

Customer Research — Find What Customers Actually Say

✓Voice-of-customer source: customer-interviews, reviews +2

Pick Launch Positioning Builder if

quarterly

Launch Positioning Builder — positioning docs for any launch

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.