Compare 4 skills

These skills are complements, not substitutes — each one solves a different part of the workflow. Most teams use 2-3 of them together.

by Corey Haines

Churn Prevention

/churn-prevention

/onboarding-cro

/seo-audit

What it does

The fundamental kind of work this skill performs. Tells you whether two skills are doing the same job differently, or completely different jobs.

Type of work

Churn Prevention: monitor
Onboarding CRO: design
SEO Audit: analyze
Sponsored Newsletter Finder: analyze

How often used

Churn Prevention: weekly
Onboarding CRO: quarterly
SEO Audit: event-driven
Sponsored Newsletter Finder: quarterly

Workflow stage

Churn Prevention: review
Onboarding CRO: setup
SEO Audit: analysis
Sponsored Newsletter Finder: setup

You get back

Churn Prevention: recommendation-list
Onboarding CRO: system-config
SEO Audit: recommendation-list
Sponsored Newsletter Finder: recommendation-list

Who decides

Churn Prevention: advisory
Onboarding CRO: draft-for-review
SEO Audit: advisory
Sponsored Newsletter Finder: advisory

Growth motionrole

Churn Prevention: lifecycle
Onboarding CRO: organic-cro
SEO Audit: —
Sponsored Newsletter Finder: —

PMM functional arearole

Churn Prevention: lifecycle
Onboarding CRO: —
SEO Audit: —
Sponsored Newsletter Finder: —

SEO disciplinerole

Churn Prevention: —
Onboarding CRO: —
SEO Audit: technical, on-page, content
Sponsored Newsletter Finder: —

Attribute	Churn Prevention	Onboarding CRO	SEO Audit	Sponsored Newsletter Finder
Type of work	monitor	design	analyze	analyze
How often used	weekly	quarterly	event-driven	quarterly
Workflow stage	review	setup	analysis	setup
You get back	recommendation-list	system-config	recommendation-list	recommendation-list
Who decides	advisory	draft-for-review	advisory	advisory
Growth motionrole	lifecycle	organic-cro	—	—
PMM functional arearole	lifecycle	—	—	—
SEO disciplinerole	—	—	technical, on-page, content	—

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
Onboarding CRO: text
SEO Audit: url, text
Sponsored Newsletter Finder: text

Output formats

Churn Prevention: markdown
Onboarding CRO: markdown
SEO Audit: markdown
Sponsored Newsletter Finder: markdown, csv

Human review

Churn Prevention: review-required
Onboarding CRO: review-required
SEO Audit: review-required
Sponsored Newsletter Finder: approval-required

Data sensitivity

Churn Prevention: confidential
Onboarding CRO: internal
SEO Audit: public
Sponsored Newsletter Finder: internal

Channeldepartment

Churn Prevention: email, content
Onboarding CRO: content, email
SEO Audit: SEO
Sponsored Newsletter Finder: email, content

Funnel stagedepartment

Churn Prevention: retention
Onboarding CRO: activation, retention
SEO Audit: awareness, acquisition
Sponsored Newsletter Finder: awareness, acquisition

Content typedepartment

Churn Prevention: —
Onboarding CRO: —
SEO Audit: —
Sponsored Newsletter Finder: —

B2B / B2Cdepartment

Churn Prevention: B2B, B2C
Onboarding CRO: B2B, B2C
SEO Audit: B2B, B2C
Sponsored Newsletter Finder: B2B

Ad platformsrole

Churn Prevention: —
Onboarding CRO: —
SEO Audit: —
Sponsored Newsletter Finder: —

Revenue model focusrole

Churn Prevention: saas-subscription
Onboarding CRO: freemium, plg-self-serve
SEO Audit: —
Sponsored Newsletter Finder: —

Output audiencerole

Churn Prevention: customers, product
Onboarding CRO: —
SEO Audit: —
Sponsored Newsletter Finder: —

Voice-of-customer sourcerole

Churn Prevention: —
Onboarding CRO: —
SEO Audit: —
Sponsored Newsletter Finder: —

Competitor lensrole

Churn Prevention: —
Onboarding CRO: —
SEO Audit: own-site-only
Sponsored Newsletter Finder: —

Attribute	Churn Prevention	Onboarding CRO	SEO Audit	Sponsored Newsletter Finder
What you provide	text, crm-data	text	url, text	text
Output formats	markdown	markdown	markdown	markdown, csv
Human review	review-required	review-required	review-required	approval-required
Data sensitivity	confidential	internal	public	internal
Channeldepartment	email, content	content, email	SEO	email, content
Funnel stagedepartment	retention	activation, retention	awareness, acquisition	awareness, acquisition
Content typedepartment	—	—	—	—
B2B / B2Cdepartment	B2B, B2C	B2B, B2C	B2B, B2C	B2B
Ad platformsrole	—	—	—	—
Revenue model focusrole	saas-subscription	freemium, plg-self-serve	—	—
Output audiencerole	customers, product	—	—	—
Voice-of-customer sourcerole	—	—	—	—
Competitor lensrole	—	—	own-site-only	—

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
Onboarding CRO: onboarding-flow
SEO Audit: —
Sponsored Newsletter Finder: —

Experiment frameworkrole

Churn Prevention: —
Onboarding CRO: —
SEO Audit: —
Sponsored Newsletter Finder: —

PMM artifactrole

Churn Prevention: messaging-brief
Onboarding CRO: —
SEO Audit: —
Sponsored Newsletter Finder: —

Positioning frameworkrole

Churn Prevention: —
Onboarding CRO: —
SEO Audit: —
Sponsored Newsletter Finder: —

SEO artifactrole

Churn Prevention: —
Onboarding CRO: —
SEO Audit: audit-report
Sponsored Newsletter Finder: —

SERP feature targetedrole

Churn Prevention: —
Onboarding CRO: —
SEO Audit: none
Sponsored Newsletter Finder: —

Attribute	Churn Prevention	Onboarding CRO	SEO Audit	Sponsored Newsletter Finder
Optimization surfacerole	in-app, email	onboarding-flow	—	—
Experiment frameworkrole	—	—	—	—
PMM artifactrole	messaging-brief	—	—	—
Positioning frameworkrole	—	—	—	—
SEO artifactrole	—	—	audit-report	—
SERP feature targetedrole	—	—	none	—

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
Onboarding CRO: 20 min
SEO Audit: 🟢10 min
Sponsored Newsletter Finder: 20 min

Setup time

Churn Prevention: 10 min
Onboarding CRO: 10 min
SEO Audit: 🟢2 min
Sponsored Newsletter Finder: 10 min

Complexity

Churn Prevention: intermediate
Onboarding CRO: intermediate
SEO Audit: intermediate
Sponsored Newsletter Finder: intermediate

Attribute	Churn Prevention	Onboarding CRO	SEO Audit	Sponsored Newsletter Finder
Time to first result	20 min	20 min	🟢10 min	20 min
Setup time	10 min	10 min	🟢2 min	10 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: —
Onboarding CRO: —
SEO Audit: —
Sponsored Newsletter Finder: —

Weekly installs

Churn Prevention: —
Onboarding CRO: —
SEO Audit: —
Sponsored Newsletter Finder: —

EF verified

Churn Prevention: —
Onboarding CRO: —
SEO Audit: —
Sponsored Newsletter Finder: —

Attribute	Churn Prevention	Onboarding CRO	SEO Audit	Sponsored Newsletter Finder
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 Onboarding CRO if

quarterly

Onboarding CRO — Turn Signups Into Active Users

✓Optimization surface: onboarding-flow
✓Revenue model focus: freemium, plg-self-serve

Pick SEO Audit if

event-driven

When your traffic drops or pages aren't ranking, /seo-audit finds the technical and on-page issues blocking your growth.

✓SEO artifact: audit-report
✓SERP feature targeted: none
✓Competitor lens: own-site-only

Pick Sponsored Newsletter Finder if

quarterly

Sponsored Newsletter Finder — reach engaged audiences cheap

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.