Compare 4 skills

Attribute	Competitor & Alternative Pages	Programmatic SEO	Programmatic SEO Competitor Spy	SERP Feature Sniper
Type of work	produce	design	analyze	analyze
How often used	quarterly	one-off	quarterly	monthly
Workflow stage	execution	setup	analysis	analysis
You get back	document	system-config	document	recommendation-list
Who decides	draft-for-review	draft-for-review	advisory	draft-for-review
SEO disciplinerole	content, competitive	programmatic	programmatic, competitive	competitive, on-page

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

Competitor & Alternative Pages: text, url
Programmatic SEO: text, tool-access
Programmatic SEO Competitor Spy: text, url
SERP Feature Sniper: text

Output formats

Competitor & Alternative Pages: markdown
Programmatic SEO: markdown, csv
Programmatic SEO Competitor Spy: markdown
SERP Feature Sniper: markdown, csv

Human review

Competitor & Alternative Pages: review-required
Programmatic SEO: approval-required
Programmatic SEO Competitor Spy: none
SERP Feature Sniper: none

Data sensitivity

Competitor & Alternative Pages: public
Programmatic SEO: public
Programmatic SEO Competitor Spy: public
SERP Feature Sniper: public

Channeldepartment

Competitor & Alternative Pages: SEO, content, paid-ads
Programmatic SEO: SEO, content
Programmatic SEO Competitor Spy: SEO
SERP Feature Sniper: SEO

Funnel stagedepartment

Competitor & Alternative Pages: acquisition
Programmatic SEO: awareness, acquisition
Programmatic SEO Competitor Spy: awareness
SERP Feature Sniper: awareness

Content typedepartment

Competitor & Alternative Pages: landing-page, blog
Programmatic SEO: landing-page, blog
Programmatic SEO Competitor Spy: —
SERP Feature Sniper: —

B2B / B2Cdepartment

Competitor & Alternative Pages: B2B, B2C
Programmatic SEO: B2B, B2C
Programmatic SEO Competitor Spy: B2B
SERP Feature Sniper: B2B

Competitor lensrole

Competitor & Alternative Pages: competitor-comparison
Programmatic SEO: own-site-only
Programmatic SEO Competitor Spy: competitor-comparison
SERP Feature Sniper: competitor-comparison

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

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

Competitor & Alternative Pages: content-brief
Programmatic SEO: page-template
Programmatic SEO Competitor Spy: opportunity-list
SERP Feature Sniper: opportunity-list, content-brief

SERP feature targetedrole

Competitor & Alternative Pages: none
Programmatic SEO: none
Programmatic SEO Competitor Spy: none
SERP Feature Sniper: featured-snippet, paa

Attribute	Competitor & Alternative Pages	Programmatic SEO	Programmatic SEO Competitor Spy	SERP Feature Sniper
SEO artifactrole	content-brief	page-template	opportunity-list	opportunity-list, content-brief
SERP feature targetedrole	none	none	none	featured-snippet, paa

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

Competitor & Alternative Pages: 20 min
Programmatic SEO: 60 min
Programmatic SEO Competitor Spy: 30 min
SERP Feature Sniper: 20 min

Setup time

Competitor & Alternative Pages: 10 min
Programmatic SEO: 30 min
Programmatic SEO Competitor Spy: 10 min
SERP Feature Sniper: 🟢5 min

Complexity

Competitor & Alternative Pages: intermediate
Programmatic SEO: expert
Programmatic SEO Competitor Spy: expert
SERP Feature Sniper: intermediate

Attribute	Competitor & Alternative Pages	Programmatic SEO	Programmatic SEO Competitor Spy	SERP Feature Sniper
Time to first result	20 min	60 min	30 min	20 min
Setup time	10 min	30 min	10 min	🟢5 min
Complexity	intermediate	expert	expert	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

Competitor & Alternative Pages: —
Programmatic SEO: —
Programmatic SEO Competitor Spy: —
SERP Feature Sniper: —

Weekly installs

Competitor & Alternative Pages: —
Programmatic SEO: —
Programmatic SEO Competitor Spy: —
SERP Feature Sniper: —

EF verified

Competitor & Alternative Pages: —
Programmatic SEO: —
Programmatic SEO Competitor Spy: —
SERP Feature Sniper: —

Attribute	Competitor & Alternative Pages	Programmatic SEO	Programmatic SEO Competitor Spy	SERP Feature Sniper
Tests passing	—	—	—	—
Weekly installs	—	—	—	—
EF verified	—	—	—	—

Verdict — which one should I pick?

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

Pick Competitor & Alternative Pages if

quarterly

Competitor Pages — Win Comparison Searches

✓Content type: landing-page, blog

Pick Programmatic SEO if

one-off

Programmatic SEO — Scale to Hundreds of SEO Pages

✓Content type: landing-page, blog

Pick Programmatic SEO Competitor Spy if

quarterly

Programmatic SEO Spy — read your competitor's pSEO playbook

No unique differentiators in this comparison.

Pick SERP Feature Sniper if

monthly

SERP Feature Sniper — steal featured snippets and PAA boxes

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.