Compare 4 skills

Attribute	AI SEO	Content Strategy	Customer Story Builder	Programmatic SEO
Type of work	design	design	produce	design
How often used	quarterly	quarterly	monthly	one-off
Workflow stage	setup	setup	execution	setup
You get back	recommendation-list	system-config	document	system-config
Who decides	advisory	advisory	draft-for-review	draft-for-review
PMM functional arearole	—	—	sales-enablement	—
SEO disciplinerole	ai-search, content	—	—	programmatic
Content workstream phaserole	—	strategy	—	—

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

AI SEO: url, text
Content Strategy: text
Customer Story Builder: text, file-upload
Programmatic SEO: text, tool-access

Output formats

AI SEO: markdown
Content Strategy: markdown
Customer Story Builder: markdown
Programmatic SEO: markdown, csv

Human review

AI SEO: review-required
Content Strategy: review-required
Customer Story Builder: review-required
Programmatic SEO: approval-required

Data sensitivity

AI SEO: public
Content Strategy: internal
Customer Story Builder: internal
Programmatic SEO: public

Channeldepartment

AI SEO: SEO, content
Content Strategy: content, SEO, social
Customer Story Builder: content
Programmatic SEO: SEO, content

Funnel stagedepartment

AI SEO: awareness
Content Strategy: awareness, acquisition, retention
Customer Story Builder: acquisition
Programmatic SEO: awareness, acquisition

Content typedepartment

AI SEO: blog, landing-page
Content Strategy: blog, case-study, video-script
Customer Story Builder: case-study
Programmatic SEO: landing-page, blog

B2B / B2Cdepartment

AI SEO: B2B, B2C
Content Strategy: B2B, B2C
Customer Story Builder: B2B
Programmatic SEO: B2B, B2C

Output audiencerole

AI SEO: —
Content Strategy: —
Customer Story Builder: customers, sales, marketing
Programmatic SEO: —

Voice-of-customer sourcerole

AI SEO: —
Content Strategy: —
Customer Story Builder: customer-interviews, sales-calls
Programmatic SEO: —

Competitor lensrole

AI SEO: own-site-only
Content Strategy: —
Customer Story Builder: —
Programmatic SEO: own-site-only

Voice sourcerole

AI SEO: —
Content Strategy: mixed
Customer Story Builder: —
Programmatic SEO: —

Attribute	AI SEO	Content Strategy	Customer Story Builder	Programmatic SEO
What you provide	url, text	text	text, file-upload	text, tool-access
Output formats	markdown	markdown	markdown	markdown, csv
Human review	review-required	review-required	review-required	approval-required
Data sensitivity	public	internal	internal	public
Channeldepartment	SEO, content	content, SEO, social	content	SEO, content
Funnel stagedepartment	awareness	awareness, acquisition, retention	acquisition	awareness, acquisition
Content typedepartment	blog, landing-page	blog, case-study, video-script	case-study	landing-page, blog
B2B / B2Cdepartment	B2B, B2C	B2B, B2C	B2B	B2B, B2C
Output audiencerole	—	—	customers, sales, marketing	—
Voice-of-customer sourcerole	—	—	customer-interviews, sales-calls	—
Competitor lensrole	own-site-only	—	—	own-site-only
Voice sourcerole	—	mixed	—	—

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

AI SEO: —
Content Strategy: —
Customer Story Builder: case-study
Programmatic SEO: —

Positioning frameworkrole

AI SEO: —
Content Strategy: —
Customer Story Builder: —
Programmatic SEO: —

SEO artifactrole

AI SEO: audit-report, content-brief
Content Strategy: —
Customer Story Builder: —
Programmatic SEO: page-template

SERP feature targetedrole

AI SEO: ai-overview
Content Strategy: —
Customer Story Builder: —
Programmatic SEO: none

Content formatrole

AI SEO: —
Content Strategy: 4 items
Customer Story Builder: —
Programmatic SEO: —

Attribute	AI SEO	Content Strategy	Customer Story Builder	Programmatic SEO
PMM artifactrole	—	—	case-study	—
Positioning frameworkrole	—	—	—	—
SEO artifactrole	audit-report, content-brief	—	—	page-template
SERP feature targetedrole	ai-overview	—	—	none
Content formatrole	—	4 items	—	—

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

AI SEO: 15 min
Content Strategy: 30 min
Customer Story Builder: 15 min
Programmatic SEO: 60 min

Setup time

AI SEO: 5 min
Content Strategy: 15 min
Customer Story Builder: 🟢0 min
Programmatic SEO: 30 min

Complexity

AI SEO: intermediate
Content Strategy: intermediate
Customer Story Builder: beginner
Programmatic SEO: expert

Production scalerole

AI SEO: —
Content Strategy: batch
Customer Story Builder: —
Programmatic SEO: —

Attribute	AI SEO	Content Strategy	Customer Story Builder	Programmatic SEO
Time to first result	15 min	30 min	15 min	60 min
Setup time	5 min	15 min	🟢0 min	30 min
Complexity	intermediate	intermediate	beginner	expert
Production scalerole	—	batch	—	—

What you get back

The measurable result. Time saved, accuracy improved, things detected, decisions enabled.

Content purposerole

AI SEO: —
Content Strategy: seo-traffic, thought-leadership, lead-generation
Customer Story Builder: —
Programmatic SEO: —

Attribute	AI SEO	Content Strategy	Customer Story Builder	Programmatic SEO
Content purposerole	—	seo-traffic, thought-leadership, lead-generation	—	—

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

AI SEO: —
Content Strategy: —
Customer Story Builder: —
Programmatic SEO: —

Weekly installs

AI SEO: —
Content Strategy: —
Customer Story Builder: —
Programmatic SEO: —

EF verified

AI SEO: —
Content Strategy: —
Customer Story Builder: —
Programmatic SEO: —

Attribute	AI SEO	Content Strategy	Customer Story Builder	Programmatic SEO
Tests passing	—	—	—	—
Weekly installs	—	—	—	—
EF verified	—	—	—	—

Verdict — which one should I pick?

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

Pick AI SEO if

quarterly

AI SEO — Get Cited in AI-Generated Answers

✓SEO artifact: audit-report, content-brief
✓SERP feature targeted: ai-overview
✓Competitor lens: own-site-only

Pick Content Strategy if

quarterly

Content Strategy — Know Exactly What to Publish

✓Content format: blog-post, landing-page +2
✓Content purpose: seo-traffic, thought-leadership +1
✓Voice source: mixed

Pick Customer Story Builder if

monthly

Customer Story Builder — case studies that don't take a month

✓PMM artifact: case-study
✓Output audience: customers, sales +1
✓Voice-of-customer source: customer-interviews, sales-calls

Pick Programmatic SEO if

one-off

Programmatic SEO — Scale to Hundreds of SEO Pages

✓SEO artifact: page-template
✓SERP feature targeted: none
✓Competitor lens: own-site-only

💡 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.