Guides bootstrapped SaaS founders on Google Ads strategy: campaign structure, high-intent keyword selection, ad copywriting, CAC/LTV optimization, and conversion tracking.
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Paid acquisition amplifies what's already working. If your landing page doesn't convert organic traffic, ads won't fix it. This skill helps you run profitable Google Ads on a small budget — from campaign setup to weekly optimization.
Provides Ktor server patterns for routing DSL, plugins (auth, CORS, serialization), Koin DI, WebSockets, services, and testApplication testing.
Conducts multi-source web research with firecrawl and exa MCPs: searches, scrapes pages, synthesizes cited reports. For deep dives, competitive analysis, tech evaluations, or due diligence.
Provides demand forecasting, safety stock optimization, replenishment planning, and promotional lift estimation for multi-location retailers managing 300-800 SKUs.
Paid acquisition amplifies what's already working. If your landing page doesn't convert organic traffic, ads won't fix it. This skill helps you run profitable Google Ads on a small budget — from campaign setup to weekly optimization.
If any of these are missing, fix them first. Ads on a broken funnel is burning money.
Start with ONE campaign, 2-3 ad groups:
Campaign: [Product Name] — Search
Budget: $10-20/day
Bidding: Maximize conversions (once you have 15+ conversions)
OR Manual CPC to start (set bids at $2-5 range)
Network: Search only (NOT Display, NOT Search Partners)
Location: Countries where your ICP lives
Ad Group 1: Competitor Keywords (highest intent)
Keywords:
[competitor name] alternative
[competitor name] vs
[competitor name] pricing
switch from [competitor name]
[competitor name] review
Ad Group 2: Problem Keywords (high intent)
Keywords:
[specific problem] tool
[specific problem] software
how to [solve specific problem]
best [category] for [audience]
[category] for small teams
Ad Group 3: Solution Keywords (medium intent)
Keywords:
[category] software
[category] platform
[category] app
online [category] tool
Match types (start narrow, expand later):
[keyword]: Start here. Only shows for this exact search."keyword": Add after exact match proves profitable.Negative keywords (add immediately):
free
open source
tutorial
how to build
DIY
jobs
hiring
salary
reddit
github
course
template (unless you sell templates)
Finding keywords:
Google Search Ad structure:
Headline 1 (30 chars): [Primary benefit or problem]
Headline 2 (30 chars): [Differentiator or social proof]
Headline 3 (30 chars): [CTA with specificity]
Description 1 (90 chars): [Expand on benefit, address objection]
Description 2 (90 chars): [Proof point + CTA]
Templates by ad group:
Competitor keywords:
H1: Tired of [Competitor]?
H2: [Product] — Built for [ICP]
H3: Try Free — No Credit Card
D1: [Specific advantage over competitor]. Switch in minutes, not days.
D2: Join [X] teams who switched from [Competitor]. Start free today.
Problem keywords:
H1: [Problem] Solved in Minutes
H2: [Product] for [Audience]
H3: Start Free — Setup in 5 Min
D1: Stop [painful manual process]. [Product] [specific outcome] automatically.
D2: [Social proof]. Free plan available. No credit card required.
Solution keywords:
H1: [Category] Built for [ICP]
H2: Simple, Fast, Affordable
H3: Free Plan Available
D1: [Product] helps [audience] [achieve outcome]. [Key differentiator].
D2: Trusted by [X] teams. Start free in under 2 minutes.
Ad copy rules:
Do NOT send ad traffic to your homepage. Create dedicated landing pages:
URL structure:
yoursite.com/vs/[competitor] → for competitor keywords
yoursite.com/use-case/[problem] → for problem keywords
yoursite.com/for/[audience] → for audience keywords
Each landing page should:
Essential tracking:
1. Google Ads conversion tracking
- Signup completed (primary conversion)
- Trial started (if separate from signup)
- Payment completed (import from your backend if possible)
2. Google Analytics 4
- UTM parameters on all ad URLs
- utm_source=google&utm_medium=cpc&utm_campaign=[campaign]&utm_term=[keyword]
3. Your own database
- Store utm_source on user signup record
- Track: Ad click → Signup → Activation → Payment (full funnel by source)
| Metric | This Week | Last Week | Target |
|---------------------|-----------|-----------|--------|
| Spend | | | $70-140|
| Clicks | | | |
| CTR | | | >3% |
| CPC (avg) | | | <$3 |
| Signups from ads | | | |
| Cost per signup | | | <$XX |
| Signups → Activated | | | >30% |
| Signups → Paid | | | >5% |
| CAC (paying) | | | <1/3 LTV|
CTR < 2%:
→ Ad copy isn't compelling. Rewrite headlines.
CPC too high (>$5 for SMB SaaS):
→ Keywords too competitive. Go more longtail or niche.
Clicks but no signups:
→ Landing page problem. Check message match, page speed, form friction.
Signups but no activation:
→ Product/onboarding problem, not an ads problem. Pause ads and fix.
CAC > 1/3 LTV:
→ Unprofitable. Improve conversion rate, test new keywords, or pause.
Everything working:
→ Increase budget by 20-30% per week. Don't double overnight.
Simple CAC calculation:
CAC = Total ad spend in period ÷ Paying customers acquired from ads in period
Blended CAC (all channels):
Blended CAC = Total marketing spend ÷ Total new paying customers
Sustainability check:
LTV:CAC ratio = LTV ÷ CAC
Target: 3:1 or better
Payback period = CAC ÷ Monthly revenue per customer
Target: <6 months for bootstrapped
Tell AI:
Set up a Google Ads search campaign for my SaaS:
- Product: [what it does]
- Audience: [who it's for]
- Budget: [$10-20/day to start]
- Top 3 competitors: [names]
- Main problem solved: [one sentence]
Create:
1. Campaign structure with 2-3 ad groups (competitor, problem, solution keywords)
2. 10-15 exact-match keywords per ad group
3. Negative keyword list
4. 3 ad copy variants per ad group (with character counts)
5. UTM parameters for tracking
6. Landing page recommendations for each ad group
Tell AI (for ad copy iteration):
Write 4 Google Search ad variants for this ad group:
- Target keyword: [keyword]
- Landing page: [URL]
- Our differentiator: [what makes us different]
- Social proof: [user count, notable customers, specific results]
Follow Google Ads limits: H1-H3 (30 chars each), D1-D2 (90 chars each).
Include the keyword in at least one headline.
Show character counts for each line.
| Mistake | Fix |
|---|---|
| Running ads before landing page converts | Get 2%+ organic conversion rate first |
| Broad match keywords from day one | Start with exact match. Expand after 30+ conversions |
| No negative keywords | Add the standard exclusion list on day one |
| Sending traffic to homepage | Create dedicated landing pages per ad group |
| No conversion tracking | Set up Google Ads conversion tracking before spending |
| Scaling too fast | Increase budget max 30% per week |
| CAC > 1/3 of LTV | Pause and fix conversion rate before spending more |