Paid Social Strategy (B2B) skill
Builds a B2B paid social plan across LinkedIn, Meta, and TikTok: platform selection, audience building, creative testing, and budget allocation.
by LeadMagic·MIT license·★ 62 Stars on the repo·GitHub ↗
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npx degit LeadMagic/gtm-skills/skills/demand-gen/paid-social-strategy#main ~/.claude/skills/paid-social-strategyChecked ·commit main
Inside this skill
SKILL.md · the author's own words# Paid Social Strategy (B2B) ## Overview Paid social for B2B is fundamentally different from B2C — you're not optimizing for clicks, you're optimizing for pipeline. LinkedIn is the primary platform, but Meta retargeting and emerging channels (TikTok for B2B, Reddit ads) are increasingly viable. This skill covers platform strategy, audience architecture, creative testing, and pipeline measurement. ## Authoritative Foundations - **Chris Walker — Demand Creation & Paid Social Education** — Dark social demand — self-reported attribution; LinkedIn influence is unmeas… - **The B2B Institute (LinkedIn) — 95:5 rule** — Most buyers are out of market; budget for reach and memory as well as lead capture. - **LinkedIn Marketing Solutions — Targeting and ad best practices** — Build audiences from company lists and job attributes, and refresh c… ## When to Use - "Launch paid social"
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Files of Paid Social Strategy (B2B)
SKILL.md
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Paid Social Strategy (B2B)
Overview
Paid social for B2B is fundamentally different from B2C — you're not optimizing for clicks, you're optimizing for pipeline. LinkedIn is the primary platform, but Meta retargeting and emerging channels (TikTok for B2B, Reddit ads) are increasingly viable. This skill covers platform strategy, audience architecture, creative testing, and pipeline measurement.
Authoritative Foundations
- Chris Walker — Demand Creation & Paid Social Education — Dark social demand — self-reported attribution; LinkedIn influence is unmeasurable in last-touch.
- The B2B Institute (LinkedIn) — 95:5 rule — Most buyers are out of market; budget for reach and memory as well as lead capture.
- LinkedIn Marketing Solutions — Targeting and ad best practices — Build audiences from company lists and job attributes, and refresh creative before frequency drives fatigue.
When to Use
- "Launch paid social"
- "LinkedIn ads strategy"
- "B2B advertising plan"
- "Paid media strategy"
Step-by-Step Process
Phase 1: Platform Selection
- LinkedIn: Primary. Job title + company + industry targeting. Lead gen forms. Thought leadership ads (document ads). $5-15 CPL typical. Best for $10K+ ACV.
- Meta (Facebook/Instagram): Retargeting only for most B2B. Website visitors, content engagers, video viewers. Lower CPMs, broader audiences.
- TikTok: Emerging for B2B. Organic-style creative. Reaching younger decision-makers. Test with $500 budget before scaling.
- Reddit: Community-first. Sponsored posts in relevant subreddits. Authentic voice required.
- YouTube: In-stream ads for product demos, customer stories, thought leadership.
Phase 2: Audience Architecture
- Cold audience: ICP targeting (title, industry, company size). Content/thought leadership ads. Goal: content engagement, not demo request.
- Warm audience: Website visitors (pixel), content engagers, video viewers (50%+). Case study/social proof ads. Goal: demo/book-a-call.
- Hot audience: Pricing page visitors, demo requesters (didn't convert). Direct offer ads. Goal: convert.
- Account-based: Upload target account list, target employees at those companies. Coordinated ad + outbound motion.
Phase 3: Creative Strategy
- Thought leadership: "The 3 attribution mistakes costing you 40% of pipeline" → lead gen form for full guide. Document ad format on LinkedIn.
- Social proof: Customer quote + results + logo. Video testimonial > text.
- Product demo: 30-60 second product walkthrough, specific use case.
- Event/webinar: "Live: How [Company] scaled outbound to $10M pipeline" → registration.
Phase 4: Budget & Bidding
- Start: $3-5K/month test budget per platform
- Bid strategy: Max delivery for awareness, manual CPC for lead gen
- 80/20 rule: 80% budget on proven campaigns, 20% on tests
- Kill campaigns with CPL > 2x target after 500+ impressions
- Retargeting budget: 15-25% of total
Phase 5: Pipeline Measurement
Don't measure ads on clicks and CPL. Measure:
- Pipeline generated (opportunities from ad-influenced accounts)
- Pipeline influenced (ads touched account before opportunity created)
- Cost per opportunity (total ad spend / opportunities)
- Cost per closed-won (total ad spend / closed-won deals)
- Ad-influenced pipeline as % of total pipeline
Output Format
Paid social plan with: platform allocation, audience architecture, creative briefs, budget model, and pipeline measurement framework.
Quality Check
Before delivering, verify:
- All required sections are complete
- Output matches the user's stated need
- Named frameworks are cited for key recommendations
- No vague claims — every recommendation has a specific action
- Deliverable is ready for operational use, not just conceptual
Common Pitfalls
- Webinar as product demo. Prospects attend for insights, not a sales pitch. Fix: 80% educational content, 20% product mention. Lead with counterintuitive insights.
- One-and-done syndication. Publishing once and moving on. Fix: one pillar piece → 15+ derivatives across channels over 30 days.
- Measuring paid social on clicks. Clicks and CPL don't equal pipeline. Fix: track pipeline generated and cost per opportunity from each channel.
Execution Artifacts
references/framework-notes.md— named frameworks, citation anchors, and operating assumptionstemplates/output-template.md— copy-paste deliverable structure for the userscripts/check-output.py— local checklist validator for required sections This skill includes lightweight artifacts the agent can load on demand:references/chris-walker-mental-models.md— Repo root: demand creation, paid social philosophy Use the artifacts when the user asks for an implementation-ready deliverable, a repeatable workflow, or a quality check rather than generic advice.
Implementation Depth
Use this section when the user asks for a finished asset, not a high-level explanation.
Diagnostic Questions
- What is the primary motion: founder-led, sales-led, product-led, partner-led, or lifecycle-led?
- Which ICP tier is the output for: small business, mid-market, enterprise, or mixed?
- What proof is available today: customer stories, usage data, third-party validation, screenshots, or none?
- What system will execute the work: CRM, sequencer, warehouse, support desk, product analytics, or manual workflow?
- What decision will the user make from this output: launch, prioritize, route, rewrite, score, coach, or measure?
Framework Application
Map the recommendation explicitly to the named frameworks in this skill:
- B2B Paid Social Framework: apply only the part that directly improves the requested deliverable.
- LinkedIn Ads Best Practices: apply only the part that directly improves the requested deliverable.
- SiriusDecisions — Demand Waterfall: apply only the part that directly improves the requested deliverable.
Deliverable Standard
A strong output from this skill includes:
- A crisp diagnosis of the current situation
- A recommended path with tradeoffs, not a generic list
- A concrete artifact the user can use immediately: table, script, checklist, scorecard, sequence, dashboard spec, or implementation plan
- A measurement plan with leading and lagging indicators
- Risks and edge cases called out before execution
Adaptation Rules
- For small business: reduce complexity, shorten time-to-value, and prioritize owner/operator clarity.
- For mid-market: include workflow ownership, handoffs, integrations, and enablement assets.
- For enterprise: include governance, risk, procurement, stakeholder mapping, and proof requirements.
Related Skills
- campaign-analytics, attribution, content-marketing, landing-pages, ad-creative-strategy
| 1 | |
| 2 | name paid-social-strategy |
| 3 | description >- |
| 4 | Builds a B2B paid social plan across LinkedIn, Meta, and TikTok: platform |
| 5 | selection, audience building, creative testing, and budget allocation. Use |
| 6 | when the user is launching paid social, planning LinkedIn ads, or allocating a |
| 7 | paid media budget. Triggers on: "paid social", "LinkedIn ads", "social |
| 8 | advertising", "paid media strategy", "B2B ads". |
| 9 | license MIT |
| 10 | compatibility Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Goose, Hermes, Windsurf, Zed |
| 11 | metadata |
| 12 | version "1.0.0" |
| 13 | author LeadMagic |
| 14 | category demand-gen |
| 15 | tags [demand-gen, paid-social, linkedin-ads, advertising, b2b] |
| 16 | related_skills [content-marketing, attribution, campaign-analytics, podcast-gtm] |
| 17 | frameworks |
| 18 | - "Chris Walker — Demand Creation & Paid Social Education" |
| 19 | - "The B2B Institute (LinkedIn) — 95:5 rule" |
| 20 | - "LinkedIn Marketing Solutions — Targeting and ad best practices" |
| 21 | |
| 22 | |
| 23 | # Paid Social Strategy (B2B) |
| 24 | |
| 25 | ## Overview |
| 26 | Paid social for B2B is fundamentally different from B2C — you're not optimizing |
| 27 | for clicks, you're optimizing for pipeline. LinkedIn is the primary platform, |
| 28 | but Meta retargeting and emerging channels (TikTok for B2B, Reddit ads) are |
| 29 | increasingly viable. This skill covers platform strategy, audience architecture, |
| 30 | creative testing, and pipeline measurement. |
| 31 | |
| 32 | ## Authoritative Foundations |
| 33 | **Chris Walker — Demand Creation & Paid Social Education** — Dark social demand — self-reported attribution; LinkedIn influence is unmeasurable in last-touch. |
| 34 | **The B2B Institute (LinkedIn) — 95:5 rule** — Most buyers are out of market; budget for reach and memory as well as lead capture. |
| 35 | **LinkedIn Marketing Solutions — Targeting and ad best practices** — Build audiences from company lists and job attributes, and refresh creative before frequency drives fatigue. |
| 36 | |
| 37 | ## When to Use |
| 38 | "Launch paid social" |
| 39 | "LinkedIn ads strategy" |
| 40 | "B2B advertising plan" |
| 41 | "Paid media strategy" |
| 42 | |
| 43 | ## Step-by-Step Process |
| 44 | |
| 45 | ### Phase 1: Platform Selection |
| 46 | **LinkedIn:** Primary. Job title + company + industry targeting. Lead gen forms. |
| 47 | Thought leadership ads (document ads). $5-15 CPL typical. Best for $10K+ ACV. |
| 48 | **Meta (Facebook/Instagram):** Retargeting only for most B2B. Website visitors, |
| 49 | content engagers, video viewers. Lower CPMs, broader audiences. |
| 50 | **TikTok:** Emerging for B2B. Organic-style creative. Reaching younger |
| 51 | decision-makers. Test with $500 budget before scaling. |
| 52 | **Reddit:** Community-first. Sponsored posts in relevant subreddits. |
| 53 | Authentic voice required. |
| 54 | **YouTube:** In-stream ads for product demos, customer stories, thought leadership. |
| 55 | |
| 56 | ### Phase 2: Audience Architecture |
| 57 | **Cold audience:** ICP targeting (title, industry, company size). Content/thought |
| 58 | leadership ads. Goal: content engagement, not demo request. |
| 59 | **Warm audience:** Website visitors (pixel), content engagers, video viewers (50%+). |
| 60 | Case study/social proof ads. Goal: demo/book-a-call. |
| 61 | **Hot audience:** Pricing page visitors, demo requesters (didn't convert). |
| 62 | Direct offer ads. Goal: convert. |
| 63 | **Account-based:** Upload target account list, target employees at those companies. |
| 64 | Coordinated ad + outbound motion. |
| 65 | |
| 66 | ### Phase 3: Creative Strategy |
| 67 | **Thought leadership:** "The 3 attribution mistakes costing you 40% of pipeline" |
| 68 | → lead gen form for full guide. Document ad format on LinkedIn. |
| 69 | **Social proof:** Customer quote + results + logo. Video testimonial > text. |
| 70 | **Product demo:** 30-60 second product walkthrough, specific use case. |
| 71 | **Event/webinar:** "Live: How [Company] scaled outbound to $10M pipeline" → registration. |
| 72 | |
| 73 | ### Phase 4: Budget & Bidding |
| 74 | Start: $3-5K/month test budget per platform |
| 75 | Bid strategy: Max delivery for awareness, manual CPC for lead gen |
| 76 | 80/20 rule: 80% budget on proven campaigns, 20% on tests |
| 77 | Kill campaigns with CPL > 2x target after 500+ impressions |
| 78 | Retargeting budget: 15-25% of total |
| 79 | |
| 80 | ### Phase 5: Pipeline Measurement |
| 81 | Don't measure ads on clicks and CPL. Measure: |
| 82 | Pipeline generated (opportunities from ad-influenced accounts) |
| 83 | Pipeline influenced (ads touched account before opportunity created) |
| 84 | Cost per opportunity (total ad spend / opportunities) |
| 85 | Cost per closed-won (total ad spend / closed-won deals) |
| 86 | Ad-influenced pipeline as % of total pipeline |
| 87 | |
| 88 | ## Output Format |
| 89 | Paid social plan with: platform allocation, audience architecture, creative |
| 90 | briefs, budget model, and pipeline measurement framework. |
| 91 | |
| 92 | |
| 93 | |
| 94 | ## Quality Check |
| 95 | |
| 96 | Before delivering, verify: |
| 97 | [ ] All required sections are complete |
| 98 | [ ] Output matches the user's stated need |
| 99 | [ ] Named frameworks are cited for key recommendations |
| 100 | [ ] No vague claims — every recommendation has a specific action |
| 101 | [ ] Deliverable is ready for operational use, not just conceptual |
| 102 | |
| 103 | ## Common Pitfalls |
| 104 | |
| 105 | **Webinar as product demo.** Prospects attend for insights, not a sales pitch. Fix: 80% educational content, 20% product mention. Lead with counterintuitive insights. |
| 106 | **One-and-done syndication.** Publishing once and moving on. Fix: one pillar piece → 15+ derivatives across channels over 30 days. |
| 107 | **Measuring paid social on clicks.** Clicks and CPL don't equal pipeline. Fix: track pipeline generated and cost per opportunity from each channel. |
| 108 | |
| 109 | ## Execution Artifacts |
| 110 | |
| 111 | `references/framework-notes.md` — named frameworks, citation anchors, and operating assumptions |
| 112 | `templates/output-template.md` — copy-paste deliverable structure for the user |
| 113 | `scripts/check-output.py` — local checklist validator for required sections |
| 114 | This skill includes lightweight artifacts the agent can load on demand: |
| 115 | `references/chris-walker-mental-models.md` — Repo root: demand creation, paid social philosophy |
| 116 | Use the artifacts when the user asks for an implementation-ready deliverable, a repeatable workflow, or a quality check rather than generic advice. |
| 117 | |
| 118 | ## Implementation Depth |
| 119 | |
| 120 | Use this section when the user asks for a finished asset, not a high-level explanation. |
| 121 | |
| 122 | ### Diagnostic Questions |
| 123 | |
| 124 | What is the primary motion: founder-led, sales-led, product-led, partner-led, or lifecycle-led? |
| 125 | Which ICP tier is the output for: small business, mid-market, enterprise, or mixed? |
| 126 | What proof is available today: customer stories, usage data, third-party validation, screenshots, or none? |
| 127 | What system will execute the work: CRM, sequencer, warehouse, support desk, product analytics, or manual workflow? |
| 128 | What decision will the user make from this output: launch, prioritize, route, rewrite, score, coach, or measure? |
| 129 | |
| 130 | ### Framework Application |
| 131 | |
| 132 | Map the recommendation explicitly to the named frameworks in this skill: |
| 133 | |
| 134 | B2B Paid Social Framework: apply only the part that directly improves the requested deliverable. |
| 135 | LinkedIn Ads Best Practices: apply only the part that directly improves the requested deliverable. |
| 136 | SiriusDecisions — Demand Waterfall: apply only the part that directly improves the requested deliverable. |
| 137 | |
| 138 | ### Deliverable Standard |
| 139 | |
| 140 | A strong output from this skill includes: |
| 141 | |
| 142 | A crisp diagnosis of the current situation |
| 143 | A recommended path with tradeoffs, not a generic list |
| 144 | A concrete artifact the user can use immediately: table, script, checklist, scorecard, sequence, dashboard spec, or implementation plan |
| 145 | A measurement plan with leading and lagging indicators |
| 146 | Risks and edge cases called out before execution |
| 147 | |
| 148 | ### Adaptation Rules |
| 149 | |
| 150 | For small business: reduce complexity, shorten time-to-value, and prioritize owner/operator clarity. |
| 151 | For mid-market: include workflow ownership, handoffs, integrations, and enablement assets. |
| 152 | For enterprise: include governance, risk, procurement, stakeholder mapping, and proof requirements. |
| 153 | |
| 154 | |
| 155 | ## Related Skills |
| 156 | campaign-analytics, attribution, content-marketing, landing-pages, ad-creative-strategy |
| 157 |
Discussion
Alternatives
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