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Get Started Free →For founders who don't know where to start with paid ads. Analyzes ICP, competitor ad presence, budget constraints, and product type to recommend which 1-2 paid channels to start with and provides a 90-day ramp plan. Prevents the common mistake of spreading a small budget across too many platforms.
.claude/skills/gooseworks-ai-paid-channel-prioritizer/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-15 | ✗→✓ | ▲ Improved | 144% | 0% |
| case-11 | ✗→✓ | ▲ Improved | 142% | 0% |
| case-14 | ✗→✓ | ▲ Improved | 38% | 0% |
| case-20 | ✗→✓ | ▲ Improved | 112% | 0% |
| case-07 | ✓→✗ | ▼ Worse | 20% | 0% |
Answer the question every early-stage founder asks: "Where should I run ads?" This skill analyzes your product, ICP, competitors, and budget to recommend the right 1-2 channels to start with — plus a 90-day plan to get there.
Core principle: A $3K/month ad budget split across Google, Meta, LinkedIn, and TikTok means $750/channel — not enough for any platform to learn and optimize. This skill picks the best 1-2 channels and concentrates budget where it'll compound fastest.
Where does your buyer look when they have a problem?
| Buyer Journey Stage | Likely Channel | Signal | |--------------------|---------------|--------| | "I need a tool for X" (active search) | Google Search | High-intent keywords exist | | "I'm browsing and see something relevant" (passive) | Meta (FB/IG) | Visual/emotional product | | "I need to solve this at work" (professional) | LinkedIn | B2B decision-maker targeting | | "Everyone's talking about this" (social proof) | Twitter/X Ads | Category is trending | | "I watch content about this" (education) | YouTube | Long consideration cycle | | "I discovered it through content" (entertainment) | TikTok | B2C, young audience, visual |
Use web search to check publicly accessible ad libraries and gather competitor ad intelligence:
web_search: site:facebook.com/ads/library "[competitor name]"
web_search: "[competitor name]" Google Ads OR PPC OR paid search
web_search: "[competitor name]" LinkedIn Ads OR sponsored
web_search: "[competitor name]" advertising strategyThe Meta Ad Library (facebook.com/ads/library) and Google Ads Transparency Center (adstransparency.google.com) are publicly accessible — search them directly to see what competitors are running.
Build a competitor channel map:
| Competitor | Google | Meta | LinkedIn | Twitter | YouTube | TikTok | |-----------|--------|------|----------|---------|---------|--------| | Comp A] | Active/Not found] | N ads] | Active/Not found] | ... | ... | ... | | Comp B] | ... | ... | ... | ... | ... | ... |
Insight: Where competitors are spending = validated channel. Where they're absent = opportunity or dead end.
Score each channel for this specific product:
| Factor (Weight) | Google Search | Meta | LinkedIn | YouTube | Twitter | TikTok | |----------------|--------------|------|----------|---------|---------|--------| | Buyer intent (25%) | 1-10] | 1-10] | 1-10] | 1-10] | 1-10] | 1-10] | | Targeting precision (20%) | 1-10] | 1-10] | 1-10] | 1-10] | 1-10] | 1-10] | | Competitor validation (15%) | 1-10] | 1-10] | 1-10] | 1-10] | 1-10] | 1-10] | | Budget efficiency (15%) | 1-10] | 1-10] | 1-10] | 1-10] | 1-10] | 1-10] | | ICP reachability (15%) | 1-10] | 1-10] | 1-10] | 1-10] | 1-10] | 1-10] | | Creative requirements (10%) | 1-10] | 1-10] | 1-10] | 1-10] | 1-10] | 1-10] | | Weighted Score | X/10] | X/10] | X/10] | X/10] | X/10] | X/10] |
| Channel | Best For | Worst For | Min Viable Budget | Creative Needs | |---------|---------|-----------|-------------------|---------------| | Google Search | High-intent capture, B2B, established category | New categories nobody searches for | $1K/mo | Text ads (low barrier) | | Meta (FB/IG) | Visual products, B2C, retargeting, lookalikes | Niche B2B with tiny audience | $1K/mo | Images + video (medium) | | LinkedIn | B2B enterprise, specific titles/industries | B2C, budget-conscious startups | $3K/mo | Professional content (medium) | | YouTube | Education-heavy products, long consideration | Impulse purchases, tiny budgets | $2K/mo | Video production (high) | | Twitter/X | Dev tools, trending categories, tech audiences | Mainstream B2C, precise targeting | $1K/mo | Short-form copy (low) | | TikTok | B2C, Gen Z/millennial, visual/fun products | B2B enterprise, older audience | $500/mo | Short video (high frequency) |
Pick the #1 channel based on:
Pick channel #2 only if:
| Budget Level | Recommendation | |-------------|---------------| | < $1.5K/mo | 1 channel only — concentrate everything | | $1.5K-3K/mo | 1 primary + retargeting — primary channel + Meta/Google retargeting ($300-500) | | $3K-7K/mo | 2 channels — 65% primary, 25% secondary, 10% retargeting | | $7K+/mo | 2-3 channels — diversify with testing budget |
Week 1: Setup
Week 2-3: Learn
Week 4: First Optimization
markdown# Paid Channel Strategy — [Product Name] — [DATE] ## Your Profile - Product: [Name] - Model: [SaaS / B2C / etc.] - ICP: [Summary] - Monthly budget: $[X] - Conversion goal: [Goal] --- ## Channel Scoring | Channel | Score | Verdict | |---------|-------|---------| | [Top channel] | [X/10] | **PRIMARY — Start here** | | [Second channel] | [X/10] | **SECONDARY — Add in month 2** | | [Third channel] | [X/10] | Test later if budget grows | | [Others] | [X/10] | Not recommended now | --- ## Why [Primary Channel] **Top reasons:** 1. [Reason — tied to their specific product/ICP] 2. [Reason] 3. [Reason] **What competitors are doing there:** [Evidence] **Minimum viable budget:** $[X]/mo **Expected cost per conversion:** $[X-Y] range (category benchmark) --- ## Why NOT [Channel They Might Assume] [Brief explanation of why the obvious choice isn't right — e.g., "LinkedIn is too expensive for your $2K budget — you'd only reach ~500 people/month"] --- ## Budget Allocation | Channel | Monthly Budget | Purpose | |---------|---------------|---------| | [Primary] | $[X] | [Prospecting / Lead gen] | | [Retargeting] | $[X] | [Bring back visitors] | | [Secondary — Month 2] | $[X] | [Test — evaluate after 30 days] | --- ## 90-Day Ramp Plan ### Month 1: [Primary Channel] Launch [Specific weekly actions] ### Month 2: Optimize + Test [Secondary] [Specific actions] ### Month 3: Scale or Pivot [Decision criteria] --- ## Pre-Launch Checklist - [ ] Landing page live and tested - [ ] Conversion tracking installed and verified - [ ] Initial audiences / keywords built - [ ] 3 ad variants ready - [ ] Daily budget cap set ($[X]/day) - [ ] Weekly review scheduled
Save to channel-strategy-[YYYY-MM-DD].md in the current working directory (or user-specified path).
| Component | Cost | |-----------|------| | Competitor ad research (web search) | Free | | Channel analysis and planning | Free (LLM reasoning) | | Total | Free |
Other measured skills in the registry, with their headline benchmark lift.