cross-channel-logic

# 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 |