Compare 4 skills

Attribute	A/B Test Setup	Analytics Tracking	Competitive Pricing Intel	Programmatic SEO
Type of work	design	design	monitor	design
How often used	event-driven	quarterly	monthly	one-off
Workflow stage	setup	setup	review	setup
You get back	system-config	system-config	document	system-config
Who decides	draft-for-review	draft-for-review	advisory	draft-for-review
Growth motionrole	organic-cro	organic-cro	—	—
PMM functional arearole	—	—	competitive-intel	—
SEO disciplinerole	—	—	—	programmatic

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

A/B Test Setup: text, tool-access
Analytics Tracking: text, tool-access
Competitive Pricing Intel: text, url
Programmatic SEO: text, tool-access

Output formats

A/B Test Setup: markdown
Analytics Tracking: markdown
Competitive Pricing Intel: markdown
Programmatic SEO: markdown, csv

Human review

A/B Test Setup: approval-required
Analytics Tracking: review-required
Competitive Pricing Intel: none
Programmatic SEO: approval-required

Data sensitivity

A/B Test Setup: internal
Analytics Tracking: internal
Competitive Pricing Intel: public
Programmatic SEO: public

Channeldepartment

A/B Test Setup: paid-ads, content
Analytics Tracking: SEO, paid-ads, content
Competitive Pricing Intel: content
Programmatic SEO: SEO, content

Funnel stagedepartment

A/B Test Setup: activation, acquisition
Analytics Tracking: acquisition, activation, retention
Competitive Pricing Intel: acquisition, activation
Programmatic SEO: awareness, acquisition

Content typedepartment

A/B Test Setup: —
Analytics Tracking: —
Competitive Pricing Intel: —
Programmatic SEO: landing-page, blog

B2B / B2Cdepartment

A/B Test Setup: B2B, B2C
Analytics Tracking: B2B, B2C
Competitive Pricing Intel: B2B
Programmatic SEO: B2B, B2C

Ad platformsrole

A/B Test Setup: —
Analytics Tracking: —
Competitive Pricing Intel: —
Programmatic SEO: —

Revenue model focusrole

A/B Test Setup: —
Analytics Tracking: —
Competitive Pricing Intel: —
Programmatic SEO: —

Output audiencerole

A/B Test Setup: —
Analytics Tracking: —
Competitive Pricing Intel: marketing, leadership
Programmatic SEO: —

Voice-of-customer sourcerole

A/B Test Setup: —
Analytics Tracking: —
Competitive Pricing Intel: —
Programmatic SEO: —

Competitor lensrole

A/B Test Setup: —
Analytics Tracking: —
Competitive Pricing Intel: —
Programmatic SEO: own-site-only

Attribute	A/B Test Setup	Analytics Tracking	Competitive Pricing Intel	Programmatic SEO
What you provide	text, tool-access	text, tool-access	text, url	text, tool-access
Output formats	markdown	markdown	markdown	markdown, csv
Human review	approval-required	review-required	none	approval-required
Data sensitivity	internal	internal	public	public
Channeldepartment	paid-ads, content	SEO, paid-ads, content	content	SEO, content
Funnel stagedepartment	activation, acquisition	acquisition, activation, retention	acquisition, activation	awareness, acquisition
Content typedepartment	—	—	—	landing-page, blog
B2B / B2Cdepartment	B2B, B2C	B2B, B2C	B2B	B2B, B2C
Ad platformsrole	—	—	—	—
Revenue model focusrole	—	—	—	—
Output audiencerole	—	—	marketing, leadership	—
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

A/B Test Setup: —
Analytics Tracking: —
Competitive Pricing Intel: —
Programmatic SEO: —

Experiment frameworkrole

A/B Test Setup: —
Analytics Tracking: —
Competitive Pricing Intel: —
Programmatic SEO: —

PMM artifactrole

A/B Test Setup: —
Analytics Tracking: —
Competitive Pricing Intel: messaging-brief
Programmatic SEO: —

Positioning frameworkrole

A/B Test Setup: —
Analytics Tracking: —
Competitive Pricing Intel: —
Programmatic SEO: —

SEO artifactrole

A/B Test Setup: —
Analytics Tracking: —
Competitive Pricing Intel: —
Programmatic SEO: page-template

SERP feature targetedrole

A/B Test Setup: —
Analytics Tracking: —
Competitive Pricing Intel: —
Programmatic SEO: none

Attribute	A/B Test Setup	Analytics Tracking	Competitive Pricing Intel	Programmatic SEO
Optimization surfacerole	—	—	—	—
Experiment frameworkrole	—	—	—	—
PMM artifactrole	—	—	messaging-brief	—
Positioning frameworkrole	—	—	—	—
SEO artifactrole	—	—	—	page-template
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

A/B Test Setup: 🟢15 min
Analytics Tracking: 30 min
Competitive Pricing Intel: 20 min
Programmatic SEO: 60 min

Setup time

A/B Test Setup: 10 min
Analytics Tracking: 15 min
Competitive Pricing Intel: 🟢5 min
Programmatic SEO: 30 min

Complexity

A/B Test Setup: intermediate
Analytics Tracking: intermediate
Competitive Pricing Intel: intermediate
Programmatic SEO: expert

Attribute	A/B Test Setup	Analytics Tracking	Competitive Pricing Intel	Programmatic SEO
Time to first result	🟢15 min	30 min	20 min	60 min
Setup time	10 min	15 min	🟢5 min	30 min
Complexity	intermediate	intermediate	intermediate	expert

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

A/B Test Setup: —
Analytics Tracking: —
Competitive Pricing Intel: —
Programmatic SEO: —

Weekly installs

A/B Test Setup: —
Analytics Tracking: —
Competitive Pricing Intel: —
Programmatic SEO: —

EF verified

A/B Test Setup: —
Analytics Tracking: —
Competitive Pricing Intel: —
Programmatic SEO: —

Attribute	A/B Test Setup	Analytics Tracking	Competitive Pricing Intel	Programmatic SEO
Tests passing	—	—	—	—
Weekly installs	—	—	—	—
EF verified	—	—	—	—

Verdict — which one should I pick?

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

Pick A/B Test Setup if

event-driven

A/B Test Setup — Run Tests That Actually Work

No unique differentiators in this comparison.

Pick Analytics Tracking if

quarterly

When you're flying blind on what users actually do, /analytics-tracking sets up event tracking so every click, signup, and conversion is captured.

No unique differentiators in this comparison.

Pick Competitive Pricing Intel if

monthly

Competitive Pricing Intel — never miss a competitor pricing move

✓PMM artifact: messaging-brief
✓Output audience: marketing, leadership

Pick Programmatic SEO if

one-off

Programmatic SEO — Scale to Hundreds of SEO Pages

✓SEO artifact: page-template
✓SERP feature targeted: none
✓Content type: landing-page, blog

💡 These skills relate to the same role but cover different jobs. Use the table above to see how they fit your stack.

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