Compare 4 skills

Attribute	Programmatic SEO	Programmatic SEO Page Planner	SERP Feature Sniper	Site Architecture
Type of work	design	design	analyze	design
How often used	one-off	quarterly	monthly	quarterly
Workflow stage	setup	setup	analysis	setup
You get back	system-config	document	recommendation-list	system-config
Who decides	draft-for-review	draft-for-review	draft-for-review	draft-for-review
SEO disciplinerole	programmatic	programmatic	competitive, on-page	technical

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

Programmatic SEO: text, tool-access
Programmatic SEO Page Planner: text, url
SERP Feature Sniper: text
Site Architecture: url, text

Output formats

Programmatic SEO: markdown, csv
Programmatic SEO Page Planner: markdown
SERP Feature Sniper: markdown, csv
Site Architecture: markdown

Human review

Programmatic SEO: approval-required
Programmatic SEO Page Planner: approval-required
SERP Feature Sniper: none
Site Architecture: review-required

Data sensitivity

Programmatic SEO: public
Programmatic SEO Page Planner: public
SERP Feature Sniper: public
Site Architecture: public

Channeldepartment

Programmatic SEO: SEO, content
Programmatic SEO Page Planner: SEO
SERP Feature Sniper: SEO
Site Architecture: SEO

Funnel stagedepartment

Programmatic SEO: awareness, acquisition
Programmatic SEO Page Planner: awareness, acquisition
SERP Feature Sniper: awareness
Site Architecture: awareness, acquisition

Content typedepartment

Programmatic SEO: landing-page, blog
Programmatic SEO Page Planner: landing-page
SERP Feature Sniper: —
Site Architecture: —

B2B / B2Cdepartment

Programmatic SEO: B2B, B2C
Programmatic SEO Page Planner: B2B
SERP Feature Sniper: B2B
Site Architecture: B2B, B2C

Competitor lensrole

Programmatic SEO: own-site-only
Programmatic SEO Page Planner: own-site-only
SERP Feature Sniper: competitor-comparison
Site Architecture: own-site-only

Attribute	Programmatic SEO	Programmatic SEO Page Planner	SERP Feature Sniper	Site Architecture
What you provide	text, tool-access	text, url	text	url, text
Output formats	markdown, csv	markdown	markdown, csv	markdown
Human review	approval-required	approval-required	none	review-required
Data sensitivity	public	public	public	public
Channeldepartment	SEO, content	SEO	SEO	SEO
Funnel stagedepartment	awareness, acquisition	awareness, acquisition	awareness	awareness, acquisition
Content typedepartment	landing-page, blog	landing-page	—	—
B2B / B2Cdepartment	B2B, B2C	B2B	B2B	B2B, B2C
Competitor lensrole	own-site-only	own-site-only	competitor-comparison	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.

SEO artifactrole

Programmatic SEO: page-template
Programmatic SEO Page Planner: page-template
SERP Feature Sniper: opportunity-list, content-brief
Site Architecture: architecture-doc, sitemap-spec

SERP feature targetedrole

Programmatic SEO: none
Programmatic SEO Page Planner: none
SERP Feature Sniper: featured-snippet, paa
Site Architecture: none

Attribute	Programmatic SEO	Programmatic SEO Page Planner	SERP Feature Sniper	Site Architecture
SEO artifactrole	page-template	page-template	opportunity-list, content-brief	architecture-doc, sitemap-spec
SERP feature targetedrole	none	none	featured-snippet, paa	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

Programmatic SEO: 60 min
Programmatic SEO Page Planner: 45 min
SERP Feature Sniper: 🟢20 min
Site Architecture: 30 min

Setup time

Programmatic SEO: 30 min
Programmatic SEO Page Planner: 15 min
SERP Feature Sniper: 🟢5 min
Site Architecture: 10 min

Complexity

Programmatic SEO: expert
Programmatic SEO Page Planner: expert
SERP Feature Sniper: intermediate
Site Architecture: expert

Attribute	Programmatic SEO	Programmatic SEO Page Planner	SERP Feature Sniper	Site Architecture
Time to first result	60 min	45 min	🟢20 min	30 min
Setup time	30 min	15 min	🟢5 min	10 min
Complexity	expert	expert	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

Programmatic SEO: —
Programmatic SEO Page Planner: —
SERP Feature Sniper: —
Site Architecture: —

Weekly installs

Programmatic SEO: —
Programmatic SEO Page Planner: —
SERP Feature Sniper: —
Site Architecture: —

EF verified

Programmatic SEO: —
Programmatic SEO Page Planner: —
SERP Feature Sniper: —
Site Architecture: —

Attribute	Programmatic SEO	Programmatic SEO Page Planner	SERP Feature Sniper	Site Architecture
Tests passing	—	—	—	—
Weekly installs	—	—	—	—
EF verified	—	—	—	—

Verdict — which one should I pick?

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

Pick Programmatic SEO if

one-off

Programmatic SEO — Scale to Hundreds of SEO Pages

✓Content type: landing-page, blog

Pick Programmatic SEO Page Planner if

quarterly

Programmatic SEO Planner — design your pSEO blueprint

✓Content type: landing-page

Pick SERP Feature Sniper if

monthly

SERP Feature Sniper — steal featured snippets and PAA boxes

No unique differentiators in this comparison.

Pick Site Architecture if

quarterly

Site Architecture — Build a Site Structure That Scales

No unique differentiators in this comparison.

💡 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.