| name | cross-channel-logic |
| description | Cross-channel GTM orchestration — channel sequencing, attribution models, retargeting chains, multi-touch journeys |
Cross-Channel GTM Logic
Orchestrate multi-channel go-to-market sequences that coordinate paid ads, organic search, email, and social across the customer journey. This skill covers channel sequencing, attribution modeling, and retargeting chain construction.
The Multi-Channel Reality
No customer converts on a single touchpoint. The average SaaS conversion requires 6-8 touches across 2-3 channels over 14-30 days:
Typical Journey:
Touch 1: Google Search (informational query) → Blog post
Touch 2: Meta retargeting ad → Landing page (bounces)
Touch 3: Google Search (branded query) → Homepage
Touch 4: Email drip (captured from blog) → Feature highlight
Touch 5: Meta retargeting ad → Landing page (signs up for trial)
Touch 6: Email onboarding sequence → Activation
Touch 7: Email trial-ending → Converts to paid
Channel Roles
Each channel plays a specific role in the journey. Using a channel for the wrong role wastes budget.
| Channel | Primary Role | Secondary Role | Poor Use |
|---|
| Google Search (non-brand) | Acquisition (intent capture) | Awareness | Retargeting |
| Google Search (branded) | Conversion (high intent) | Measurement | Awareness |
| Meta Ads (prospecting) | Awareness, acquisition | Interest generation | Direct conversion |
| Meta Ads (retargeting) | Conversion, nurture | Re-engagement | Cold prospecting |
| Email (drip) | Nurture, conversion | Retention, reactivation | Cold acquisition |
| Email (newsletter) | Retention, thought leadership | Brand awareness | Direct selling |
| SEO Content | Acquisition (organic) | Authority building | Quick conversion |
| YouTube | Awareness, education | Trust building | Direct response |
| LinkedIn (organic) | Authority, recruitment | B2B leads | Consumer acquisition |
| LinkedIn (ads) | B2B lead gen | Account-based marketing | Consumer products |
Google's Internal Surface Roles
Google is not one channel — it is a stack of surfaces, each playing a distinct funnel role. Treating "Google Ads" as a monolith causes surfaces to cannibalize each other's credit. Map them by role (see skills/google-ads/ and Atlas Part 2 for surface mechanics):
| Surface | Funnel Role | Behaves Like |
|---|
| Search (non-brand) | CAPTURES existing demand | Intent harvest |
| Search (brand) | CONVERTS demand others created; defends margin | Decision-intent closer |
| Demand Gen + YouTube | CREATE / shape demand (top-funnel) | Paid social |
| Performance Max / Display | REMARKET / recapture warm visitors | Retargeting |
Orchestration (handoff, not competition): Demand Gen + YouTube build the pool → Search + AI Max capture the demand the moment it surfaces → PMax/Display remarket the warm visitors who didn't convert → brand Search secures the final decision-intent click. Each surface hands the user to the next rather than fighting for the same conversion credit. If two surfaces report claiming the same conversions, you have an overlap leak, not incremental volume.
Channel Sequencing Templates
Template 1: Content-Led Acquisition (Low Budget)
Best for: Early-stage, <$2K/month ad spend, strong content team.
Phase 1 (Weeks 1-4): SEO Content
Publish 8-12 high-intent blog posts targeting long-tail keywords
↓
Phase 2 (Weeks 5-8): Email Capture
Add lead magnets to top-performing blog posts
Build welcome + nurture email sequences
↓
Phase 3 (Weeks 9-12): Paid Amplification
Boost top blog posts with Meta Ads ($10-20/day)
Retarget blog readers with conversion-focused ads
↓
Phase 4 (Ongoing): Flywheel
SEO drives organic → Email nurtures → Meta retargets → Conversion
Template 2: Paid-First Acquisition (Growth Budget)
Best for: Growth-stage, $5K+/month ad spend, need fast results.
Week 1-2: Google Search
Launch branded + high-intent non-branded search campaigns
Capture bottom-of-funnel demand
↓
Week 3-4: Meta Prospecting
Launch interest-based and lookalike campaigns on Meta
Drive awareness and landing page visits
↓
Week 5-6: Meta Retargeting
Retarget website visitors from both Google and Meta
Retarget email list with conversion-focused creative
↓
Week 7-8: Email Integration
Capture trial signups into activation email sequence
Non-converters enter nurture sequence → feed back into retargeting
↓
Ongoing: Full Loop
Google (intent) → Meta (awareness) → Meta (retargeting) → Email (nurture) → Conversion
Template 3: Community-Led Growth
Best for: Developer tools, open source, community-driven products.
Phase 1: Content + Community
Publish technical tutorials + documentation
Build Discord/Slack community
↓
Phase 2: Organic Social
Share content on Twitter/X, LinkedIn, Reddit, Hacker News
Community members amplify
↓
Phase 3: Email Digest
Weekly community highlights email
Feature spotlights, user stories
↓
Phase 4: Light Paid
Retarget website visitors (Google Display + Meta)
Promote community events with paid social
Cross-Channel Data Flow
┌─────────────┐
│ PostHog │
│ (behavior) │
└──────┬──────┘
│
┌──────────┬───────────┼───────────┬──────────┐
│ │ │ │ │
┌───┴───┐ ┌───┴───┐ ┌─────┴────┐ ┌───┴───┐ ┌───┴───┐
│ Meta │ │Google │ │ Email │ │Stripe │ │ SEO │
│ Ads │ │ Ads │ │Provider │ │ │ │ (GSC) │
└───────┘ └───────┘ └──────────┘ └───────┘ └───────┘
UTM Strategy for Attribution
Every paid touchpoint must carry UTM parameters:
utm_source: Platform (meta, google, email, linkedin)
utm_medium: Channel type (paid, cpc, social, email, organic)
utm_campaign: Campaign name (spring-launch-2026, retargeting-q2)
utm_content: Creative variant (video-a, carousel-b, email-day3)
utm_term: Keyword (for search only)
UTM Naming Convention
[source]_[medium]_[campaign-name]_[content-variant]
Examples:
meta_paid_bootcamp-launch-q2_video-testimonial-v1
google_cpc_brand-search_exact-match
email_drip_welcome-sequence_day3-feature
linkedin_paid_enterprise-demo_case-study-a
Budget Allocation Across Channels
Stage-Based Allocation
| Company Stage | Search | Meta/Social | Email | SEO/Content |
|---|
| Pre-Product-Market Fit | 40% | 30% | 10% | 20% |
| Post-PMF, Pre-Scale | 30% | 35% | 15% | 20% |
| Growth | 25% | 35% | 20% | 20% |
| Scale | 20% | 30% | 25% | 25% |
These are starting points. Adjust based on CAC by channel after 30+ days of data.
TikTok (April 2026)
TikTok has matured into a serious paid acquisition channel, no longer just a brand awareness play.
Key Metrics
- CPMs: $4-12 (25-40% cheaper than Meta across most verticals)
- Engagement: 5x Instagram on comparable content
- ROAS: 1.4x median for DTC ecommerce
- TikTok Shop GMV Max: 10%+ conversion rates for products with strong visual appeal
Spark Ads (The TikTok Advantage)
Spark Ads boost existing organic TikTok content (yours or a creator's) as paid ads. They outperform standard TikTok ads on every metric:
- 142% higher engagement than standard in-feed ads
- 43% higher conversion rate
- 4% lower CPM
Spark Ads preserve the organic post's engagement metrics (likes, comments, shares), creating a compounding effect where paid amplification improves organic reach.
Best Use Cases
- Visual products with strong "unboxing" or "before/after" potential
- Audiences under 35 (TikTok skews younger than Meta)
- Products that benefit from demonstration or tutorial-style content
- Markets where Meta CPMs are high and TikTok inventory is underpriced
TikTok --> Meta --> Google Funnel
The dominant cross-platform strategy for 2026. Produces 15-20% lower blended CAC compared to Meta-only campaigns.
The Flow
TikTok (Discovery)
Cheap CPMs, high engagement, visual-first content
→ User sees product/brand, engages but doesn't buy
↓
Meta (Retargeting)
Retarget TikTok visitors within 24 hours
→ Social proof, testimonials, direct offer creative
→ Conversion-optimized landing page
↓
Google (Intent Capture)
Branded search captures users who saw TikTok/Meta ads
→ High-intent, ready to buy
→ Lowest CPA of all three channels
Budget Allocation Ramp
Starting allocation: 70-75% Meta / 20-25% TikTok / 5% Google
Scale target: 40-50% Meta / 40-50% TikTok / 10% Google (as TikTok proves ROI)
Scale TikTok budget gradually as you prove ROAS. Never shift more than 10% of budget between channels in a single week.
LinkedIn Thought Leader Ads (April 2026)
Thought Leader Ads let you boost an individual's organic LinkedIn post as a paid ad. The performance gap vs. standard LinkedIn ads is massive.
Performance Data
| Metric | Thought Leader Ads | Standard LinkedIn Ads | Difference |
|---|
| Median CTR | 2.68% | 0.42% | 6.4x higher |
| Median CPC | $2.29 | $13.23 | 77% cheaper |
| Engagement | High (comments, shares) | Low (mostly impressions) | Qualitative leap |
Best Practices
- Long-form posts: 1,000-1,500 characters perform best (LinkedIn rewards depth)
- CTA in the bottom 25% of the post, not the top (earn attention before asking)
- Use the founder or subject matter expert's profile, not the company page
- Topic: insights and opinions, not product pitches. The ad looks like organic content.
- Best for: B2B SaaS, professional services, recruiting, thought leadership positioning
X.com (Twitter)
X.com offers the cheapest CPMs in major social advertising but with a more limited (and polarized) audience.
Key Facts
- CPMs: $2-7 (cheapest of all major platforms)
- 560M+ Monthly Active Users
- Best verticals: Crypto/web3, tech, developer tools, fintech, politics
- Role: Supplementary channel, not primary. Use for brand awareness and community building.
- Ad formats: Promoted posts, video ads, website cards
- Limited targeting compared to Meta -- interest and keyword targeting only, no pixel-based lookalikes
When to Use X.com
- Your target audience is active on X (tech, crypto, finance, media)
- You need cheap impressions to supplement a Meta/Google primary strategy
- You're running a PR/brand play and want social proof (follower count, engagement)
- You have organic X content that performs well and want to amplify it
Cross-Platform Creative Reuse
The most efficient creative workflow starts with Meta and cascades winners everywhere.
The Cascade
Step 1: Find winners in Meta Advantage+ testing
→ Run 50-200 creatives, identify top 5-10 by ROAS/CPA
↓
Step 2: Adapt winners for other platforms
→ Google Demand Gen: Use winning images/videos as responsive display assets
→ YouTube Shorts: Recut winning Meta video ads to 15-60 seconds
→ TikTok Spark Ads: Reshoot winning concepts as native TikTok content
→ LinkedIn: Adapt winning messaging angles for long-form thought leader posts
↓
Step 3: Meta generates creative intelligence
Winners from Meta tell you which angles, hooks, and visuals resonate.
Apply those insights to ALL channels, even organic content.
Format Adaptation Guide
| Meta Format | Google Demand Gen | YouTube Shorts | TikTok |
|---|
| 1:1 Image | Responsive display | N/A | N/A |
| 9:16 Video | Video asset | Direct reuse (trim to 60s) | Reshoot as native |
| Carousel | Discovery carousel | N/A | N/A |
| UGC-style | N/A | Direct reuse | Spark Ad boost |
