Compare 4 skills

Attribute	Competitor & Alternative Pages	Content Brief Factory	SEO Audit	SEO Content Audit
Type of work	produce	produce	analyze	analyze
How often used	quarterly	weekly	event-driven	quarterly
Workflow stage	execution	setup	analysis	review
You get back	document	document	recommendation-list	document
Who decides	draft-for-review	draft-for-review	advisory	advisory
SEO disciplinerole	content, competitive	content	technical, on-page, content	content, competitive

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
Content Brief Factory: text, file-upload
SEO Audit: url, text
SEO Content Audit: text, url

Output formats

Competitor & Alternative Pages: markdown
Content Brief Factory: markdown, csv
SEO Audit: markdown
SEO Content Audit: markdown

Human review

Competitor & Alternative Pages: review-required
Content Brief Factory: review-required
SEO Audit: review-required
SEO Content Audit: none

Data sensitivity

Competitor & Alternative Pages: public
Content Brief Factory: public
SEO Audit: public
SEO Content Audit: public

Channeldepartment

Competitor & Alternative Pages: SEO, content, paid-ads
Content Brief Factory: SEO, content
SEO Audit: SEO
SEO Content Audit: SEO, content

Funnel stagedepartment

Competitor & Alternative Pages: acquisition
Content Brief Factory: awareness, acquisition
SEO Audit: awareness, acquisition
SEO Content Audit: awareness, acquisition

Content typedepartment

Competitor & Alternative Pages: landing-page, blog
Content Brief Factory: blog
SEO Audit: —
SEO Content Audit: —

B2B / B2Cdepartment

Competitor & Alternative Pages: B2B, B2C
Content Brief Factory: B2B
SEO Audit: B2B, B2C
SEO Content Audit: B2B

Competitor lensrole

Competitor & Alternative Pages: competitor-comparison
Content Brief Factory: own-site-only
SEO Audit: own-site-only
SEO Content Audit: gap-analysis

Attribute	Competitor & Alternative Pages	Content Brief Factory	SEO Audit	SEO Content Audit
What you provide	text, url	text, file-upload	url, text	text, url
Output formats	markdown	markdown, csv	markdown	markdown
Human review	review-required	review-required	review-required	none
Data sensitivity	public	public	public	public
Channeldepartment	SEO, content, paid-ads	SEO, content	SEO	SEO, content
Funnel stagedepartment	acquisition	awareness, acquisition	awareness, acquisition	awareness, acquisition
Content typedepartment	landing-page, blog	blog	—	—
B2B / B2Cdepartment	B2B, B2C	B2B	B2B, B2C	B2B
Competitor lensrole	competitor-comparison	own-site-only	own-site-only	gap-analysis

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
Content Brief Factory: content-brief
SEO Audit: audit-report
SEO Content Audit: audit-report, opportunity-list

SERP feature targetedrole

Competitor & Alternative Pages: none
Content Brief Factory: none
SEO Audit: none
SEO Content Audit: none

Attribute	Competitor & Alternative Pages	Content Brief Factory	SEO Audit	SEO Content Audit
SEO artifactrole	content-brief	content-brief	audit-report	audit-report, opportunity-list
SERP feature targetedrole	none	none	none	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

Competitor & Alternative Pages: 20 min
Content Brief Factory: 30 min
SEO Audit: 🟢10 min
SEO Content Audit: 60 min

Setup time

Competitor & Alternative Pages: 10 min
Content Brief Factory: 10 min
SEO Audit: 🟢2 min
SEO Content Audit: 15 min

Complexity

Competitor & Alternative Pages: intermediate
Content Brief Factory: intermediate
SEO Audit: intermediate
SEO Content Audit: expert

Attribute	Competitor & Alternative Pages	Content Brief Factory	SEO Audit	SEO Content Audit
Time to first result	20 min	30 min	🟢10 min	60 min
Setup time	10 min	10 min	🟢2 min	15 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

Competitor & Alternative Pages: —
Content Brief Factory: —
SEO Audit: —
SEO Content Audit: —

Weekly installs

Competitor & Alternative Pages: —
Content Brief Factory: —
SEO Audit: —
SEO Content Audit: —

EF verified

Competitor & Alternative Pages: —
Content Brief Factory: —
SEO Audit: —
SEO Content Audit: —

Attribute	Competitor & Alternative Pages	Content Brief Factory	SEO Audit	SEO Content Audit
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 Content Brief Factory if

weekly

Content Brief Factory — briefs your writers actually need

✓Content type: blog

Pick SEO Audit if

event-driven

When your traffic drops or pages aren't ranking, /seo-audit finds the technical and on-page issues blocking your growth.

No unique differentiators in this comparison.

Pick SEO Content Audit if

quarterly

SEO Content Audit — full-stack SEO health check

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.