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.

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
AI SEO
design
Competitor & Alternative Pages
produce
Programmatic SEO Page Planner
design
SERP Feature Sniper
analyze
How often used
AI SEO
quarterly
Competitor & Alternative Pages
quarterly
Programmatic SEO Page Planner
quarterly
SERP Feature Sniper
monthly
Workflow stage
AI SEO
setup
Competitor & Alternative Pages
execution
Programmatic SEO Page Planner
setup
SERP Feature Sniper
analysis
You get back
AI SEO
recommendation-list
Competitor & Alternative Pages
document
Programmatic SEO Page Planner
document
SERP Feature Sniper
recommendation-list
Who decides
AI SEO
advisory
Competitor & Alternative Pages
draft-for-review
Programmatic SEO Page Planner
draft-for-review
SERP Feature Sniper
draft-for-review
SEO disciplinerole
AI SEO
ai-search, content
Competitor & Alternative Pages
content, competitive
Programmatic SEO Page Planner
programmatic
SERP Feature Sniper
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
AI SEO
url, text
Competitor & Alternative Pages
text, url
Programmatic SEO Page Planner
text, url
SERP Feature Sniper
text
Output formats
AI SEO
markdown
Competitor & Alternative Pages
markdown
Programmatic SEO Page Planner
markdown
SERP Feature Sniper
markdown, csv
Human review
AI SEO
review-required
Competitor & Alternative Pages
review-required
Programmatic SEO Page Planner
approval-required
SERP Feature Sniper
none
Data sensitivity
AI SEO
public
Competitor & Alternative Pages
public
Programmatic SEO Page Planner
public
SERP Feature Sniper
public
Channeldepartment
AI SEO
SEO, content
Competitor & Alternative Pages
SEO, content, paid-ads
Programmatic SEO Page Planner
SEO
SERP Feature Sniper
SEO
Funnel stagedepartment
AI SEO
awareness
Competitor & Alternative Pages
acquisition
Programmatic SEO Page Planner
awareness, acquisition
SERP Feature Sniper
awareness
Content typedepartment
AI SEO
blog, landing-page
Competitor & Alternative Pages
landing-page, blog
Programmatic SEO Page Planner
landing-page
SERP Feature Sniper
B2B / B2Cdepartment
AI SEO
B2B, B2C
Competitor & Alternative Pages
B2B, B2C
Programmatic SEO Page Planner
B2B
SERP Feature Sniper
B2B
Competitor lensrole
AI SEO
own-site-only
Competitor & Alternative Pages
competitor-comparison
Programmatic SEO Page Planner
own-site-only
SERP Feature Sniper
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
AI SEO
audit-report, content-brief
Competitor & Alternative Pages
content-brief
Programmatic SEO Page Planner
page-template
SERP Feature Sniper
opportunity-list, content-brief
SERP feature targetedrole
AI SEO
ai-overview
Competitor & Alternative Pages
none
Programmatic SEO Page Planner
none
SERP Feature Sniper
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
AI SEO
🟢15 min
Competitor & Alternative Pages
20 min
Programmatic SEO Page Planner
45 min
SERP Feature Sniper
20 min
Setup time
AI SEO
5 min
Competitor & Alternative Pages
10 min
Programmatic SEO Page Planner
15 min
SERP Feature Sniper
5 min
Complexity
AI SEO
intermediate
Competitor & Alternative Pages
intermediate
Programmatic SEO Page Planner
expert
SERP Feature Sniper
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
AI SEO
Competitor & Alternative Pages
Programmatic SEO Page Planner
SERP Feature Sniper
Weekly installs
AI SEO
Competitor & Alternative Pages
Programmatic SEO Page Planner
SERP Feature Sniper
EF verified
AI SEO
Competitor & Alternative Pages
Programmatic SEO Page Planner
SERP Feature Sniper

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

  • Content type: blog, landing-page

Pick Competitor & Alternative Pages if

quarterly

Competitor Pages — Win Comparison Searches

  • 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.

💡 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.