Compare 4 skills

Attribute	Competitor Intelligence	Newsletter Signal Scanner	Referral & Affiliate Programs	SERP Feature Sniper
Type of work	monitor	monitor	design	analyze
How often used	daily	weekly	quarterly	monthly
Workflow stage	intake	intake	setup	analysis
You get back	document	document	system-config	recommendation-list
Who decides	advisory	advisory	advisory	draft-for-review
Growth motionrole	—	—	—	—
PMM functional arearole	competitive-intel	customer-research	—	—
SEO disciplinerole	—	—	—	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 Intelligence: text, api-credentials
Newsletter Signal Scanner: text, api-credentials
Referral & Affiliate Programs: text
SERP Feature Sniper: text

Output formats

Competitor Intelligence: markdown, email
Newsletter Signal Scanner: markdown, email
Referral & Affiliate Programs: markdown
SERP Feature Sniper: markdown, csv

Human review

Competitor Intelligence: none
Newsletter Signal Scanner: none
Referral & Affiliate Programs: review-required
SERP Feature Sniper: none

Data sensitivity

Competitor Intelligence: public
Newsletter Signal Scanner: public
Referral & Affiliate Programs: internal
SERP Feature Sniper: public

Channeldepartment

Competitor Intelligence: social
Newsletter Signal Scanner: email, content
Referral & Affiliate Programs: referral, email
SERP Feature Sniper: SEO

Funnel stagedepartment

Competitor Intelligence: awareness, acquisition
Newsletter Signal Scanner: awareness
Referral & Affiliate Programs: acquisition, retention, referral
SERP Feature Sniper: awareness

Content typedepartment

Competitor Intelligence: —
Newsletter Signal Scanner: —
Referral & Affiliate Programs: —
SERP Feature Sniper: —

B2B / B2Cdepartment

Competitor Intelligence: B2B
Newsletter Signal Scanner: B2B
Referral & Affiliate Programs: B2B, B2C
SERP Feature Sniper: B2B

Ad platformsrole

Competitor Intelligence: —
Newsletter Signal Scanner: —
Referral & Affiliate Programs: —
SERP Feature Sniper: —

Revenue model focusrole

Competitor Intelligence: —
Newsletter Signal Scanner: —
Referral & Affiliate Programs: —
SERP Feature Sniper: —

Output audiencerole

Competitor Intelligence: marketing
Newsletter Signal Scanner: marketing
Referral & Affiliate Programs: —
SERP Feature Sniper: —

Voice-of-customer sourcerole

Competitor Intelligence: —
Newsletter Signal Scanner: newsletters
Referral & Affiliate Programs: —
SERP Feature Sniper: —

Competitor lensrole

Competitor Intelligence: —
Newsletter Signal Scanner: —
Referral & Affiliate Programs: —
SERP Feature Sniper: competitor-comparison

Attribute	Competitor Intelligence	Newsletter Signal Scanner	Referral & Affiliate Programs	SERP Feature Sniper
What you provide	text, api-credentials	text, api-credentials	text	text
Output formats	markdown, email	markdown, email	markdown	markdown, csv
Human review	none	none	review-required	none
Data sensitivity	public	public	internal	public
Channeldepartment	social	email, content	referral, email	SEO
Funnel stagedepartment	awareness, acquisition	awareness	acquisition, retention, referral	awareness
Content typedepartment	—	—	—	—
B2B / B2Cdepartment	B2B	B2B	B2B, B2C	B2B
Ad platformsrole	—	—	—	—
Revenue model focusrole	—	—	—	—
Output audiencerole	marketing	marketing	—	—
Voice-of-customer sourcerole	—	newsletters	—	—
Competitor lensrole	—	—	—	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.

Optimization surfacerole

Competitor Intelligence: —
Newsletter Signal Scanner: —
Referral & Affiliate Programs: —
SERP Feature Sniper: —

Experiment frameworkrole

Competitor Intelligence: —
Newsletter Signal Scanner: —
Referral & Affiliate Programs: —
SERP Feature Sniper: —

PMM artifactrole

Competitor Intelligence: messaging-brief
Newsletter Signal Scanner: messaging-brief
Referral & Affiliate Programs: —
SERP Feature Sniper: —

Positioning frameworkrole

Competitor Intelligence: —
Newsletter Signal Scanner: —
Referral & Affiliate Programs: —
SERP Feature Sniper: —

SEO artifactrole

Competitor Intelligence: —
Newsletter Signal Scanner: —
Referral & Affiliate Programs: —
SERP Feature Sniper: opportunity-list, content-brief

SERP feature targetedrole

Competitor Intelligence: —
Newsletter Signal Scanner: —
Referral & Affiliate Programs: —
SERP Feature Sniper: featured-snippet, paa

Attribute	Competitor Intelligence	Newsletter Signal Scanner	Referral & Affiliate Programs	SERP Feature Sniper
Optimization surfacerole	—	—	—	—
Experiment frameworkrole	—	—	—	—
PMM artifactrole	messaging-brief	messaging-brief	—	—
Positioning frameworkrole	—	—	—	—
SEO artifactrole	—	—	—	opportunity-list, content-brief
SERP feature targetedrole	—	—	—	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 Intelligence: 60 min
Newsletter Signal Scanner: 🟢15 min
Referral & Affiliate Programs: 30 min
SERP Feature Sniper: 20 min

Setup time

Competitor Intelligence: 30 min
Newsletter Signal Scanner: 20 min
Referral & Affiliate Programs: 15 min
SERP Feature Sniper: 🟢5 min

Complexity

Competitor Intelligence: expert
Newsletter Signal Scanner: intermediate
Referral & Affiliate Programs: intermediate
SERP Feature Sniper: intermediate

Attribute	Competitor Intelligence	Newsletter Signal Scanner	Referral & Affiliate Programs	SERP Feature Sniper
Time to first result	60 min	🟢15 min	30 min	20 min
Setup time	30 min	20 min	15 min	🟢5 min
Complexity	expert	intermediate	intermediate	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 Intelligence: —
Newsletter Signal Scanner: —
Referral & Affiliate Programs: —
SERP Feature Sniper: —

Weekly installs

Competitor Intelligence: —
Newsletter Signal Scanner: —
Referral & Affiliate Programs: —
SERP Feature Sniper: —

EF verified

Competitor Intelligence: —
Newsletter Signal Scanner: —
Referral & Affiliate Programs: —
SERP Feature Sniper: —

Attribute	Competitor Intelligence	Newsletter Signal Scanner	Referral & Affiliate Programs	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 Intelligence if

daily

Competitor Intel — daily competitor signal feed

✓PMM artifact: messaging-brief
✓Output audience: marketing

Pick Newsletter Signal Scanner if

weekly

Newsletter Signal Scanner — newsletters as a buying-signal pipeline

✓PMM artifact: messaging-brief
✓Output audience: marketing
✓Voice-of-customer source: newsletters

Pick Referral & Affiliate Programs if

quarterly

Referral Program — Turn Customers Into Growth

No unique differentiators in this comparison.

Pick SERP Feature Sniper if

monthly

SERP Feature Sniper — steal featured snippets and PAA boxes

✓SEO artifact: opportunity-list, content-brief
✓SERP feature targeted: featured-snippet, paa
✓Competitor lens: competitor-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.