Marketing Demand & Acquisition | Skills Pool
Marketing Demand & Acquisition Multi-channel demand generation, paid media optimization, SEO strategy, and partnership programs for Series A+ startups. Includes CAC calculator, channel playbooks, HubSpot integration, and international expansion tactics. Use when planning demand generation campaigns, optimizing paid media, building SEO strategies, establishing partnerships, or when user mentions demand gen, paid ads, LinkedIn ads, Google ads, CAC, acquisition, lead generation, or pipeline generation.
ynulihao 370 스타 2026. 1. 25.
46:T80cb,
Marketing Demand & Acquisition
Expert acquisition playbook for Series A+ startups scaling internationally (EU/US/Canada) with hybrid PLG/Sales-Led motion.
Keywords
demand generation, paid media, paid ads, LinkedIn ads, Google ads, Meta ads, CAC, customer acquisition cost, lead generation, MQL, SQL, pipeline generation, acquisition strategy, performance marketing, paid social, paid search, partnerships, affiliate marketing, SEO strategy, HubSpot campaigns, marketing automation, B2B marketing, SaaS marketing
Role Coverage
This skill serves:
Demand Generation Manager - Multi-channel campaigns, pipeline generation
Paid Media/Performance Marketer - Paid search/social/display optimization
SEO Manager - Organic acquisition and technical SEO
Affiliate/Partnerships Manager - Co-marketing and channel partnerships
Core KPIs by Role
빠른 설치
Marketing Demand & Acquisition npx skillvault add ynulihao/ynulihao-agentskillos-data-skill-seeds-marketing-demand-acquisition-skill-md
작성자 ynulihao
스타 370
업데이트 2026. 1. 25.
직업 Demand Gen : MQL/SQL volume, cost per opportunity, marketing-sourced pipeline $, pipeline velocity, MQL→SQL conversion rate
Paid Media : CAC, ROAS, CPL, CPA, incrementality lift, channel efficiency ratio
SEO : Organic sessions, non-brand traffic %, keyword rankings (P1-P3), organic-assisted conversions, technical health score
Partnerships : Partner-sourced pipeline $, partner CAC, net new logos via partners, co-marketing ROI
Tech Stack Integration HubSpot CRM - Campaign tracking, lead scoring, attribution, workflows
Google Analytics - Traffic analysis, conversion tracking, funnel optimization
Search Console - Keyword performance, technical issues, indexing
LinkedIn Campaign Manager - B2B paid social
Google Ads - Search, Display, YouTube
Meta Ads - Facebook, Instagram
1. Demand Generation Framework
1.1 Full-Funnel Strategy (2025 Best Practice) TOFU (Awareness) → MOFU (Consideration) → BOFU (Decision) → Handoff to Sales/Product
TOFU Tactics
Paid social (LinkedIn thought leadership, Meta awareness)
Display advertising (programmatic, retargeting)
Content syndication
SEO (informational keywords)
Partnerships (co-webinars, guest content)
Target: Brand lift, site traffic, early-stage engagement
MOFU Tactics
Paid search (solution keywords)
Retargeting campaigns
Gated content (eBooks, templates, webinars)
Email nurture sequences
Comparison pages (SEO)
Target: MQLs, demo requests, trial signups
BOFU Tactics
Paid search (brand + competitor keywords)
Direct outreach campaigns
Free trial CTAs
Case studies & ROI calculators
Intent-based retargeting
Target: SQLs, demos booked, pipeline $
1.2 Campaign Planning Template Campaign Brief (use this for every campaign):
Campaign Name: [Q2-2025-LinkedIn-ABM-Enterprise]
Objective: [Generate 50 SQLs from Enterprise accounts ($50k+ ACV)]
Budget: [$15k/month]
Duration: [90 days]
Channels: [LinkedIn Ads, Retargeting, Email]
Audience: [Director+ at SaaS companies, 500-5000 employees, EU/US]
Offer: [Gated Industry Benchmark Report]
Success Metrics:
- Primary: 50 SQLs, <$300 CPO
- Secondary: 500 MQLs, 10% MQL→SQL rate, 40% email open rate
HubSpot Setup:
- Campaign ID: [create in HubSpot]
- Lead scoring: +20 for download, +30 for demo request
- Attribution: First-touch + Multi-touch
Handoff Protocol:
- SQL criteria: Title + Company size + Budget confirmed
- Routing: Enterprise SDR team via HubSpot workflow
- SLA: 4-hour response time
1.3 HubSpot Campaign Tracking Setup
Create Campaign in HubSpot
Marketing → Campaigns → Create Campaign
Name: Q2-2025-LinkedIn-ABM-Enterprise
Tag all assets (landing pages, emails, ads) with campaign ID
UTM Parameter Structure (critical for attribution)
utm_source={channel} // linkedin, google, facebook
utm_medium={type} // cpc, display, email, organic
utm_campaign={campaign-id} // q2-2025-linkedin-abm-enterprise
utm_content={variant} // ad-variant-a, email-1
utm_term={keyword} // [for paid search only]
Lead Scoring Configuration
Navigate to: Settings → Marketing → Lead Scoring
Campaign engagement: +10-30 points based on action depth
Channel quality: LinkedIn +5, Google Search +10, Organic +15
Attribution Reports
Use HubSpot's multi-touch attribution (W-shaped for hybrid motion)
First-touch: Awareness credit
Multi-touch: Full journey credit
Build custom report: Marketing → Reports → Attribution
1.4 International Expansion Considerations
GDPR compliance: Double opt-in for email, explicit consent tracking in HubSpot
Localization: Translate landing pages, ads, emails (DE, FR, ES priority)
Payment: Display prices in EUR
Partnerships: Local co-marketing partners for credibility
Paid channels: LinkedIn most effective for B2B EU, Google Ads second
Messaging: Direct, ROI-focused, less formal than EU
Paid channels: Google Ads + LinkedIn equal priority
Partnerships: Industry associations, review sites (G2, Capterra)
Content: Case studies with $ impact, not just features
Sales alignment: Faster sales cycles, need immediate lead follow-up
Budget Allocation (Series A recommended):
EU: 40% LinkedIn, 25% Google, 20% SEO, 15% Partnerships
US/CA: 35% Google, 30% LinkedIn, 20% SEO, 15% Partnerships
2.1 Channel Strategy Matrix Channel Best For CAC Benchmark Conversion Rate Series A Priority LinkedIn Ads B2B, Enterprise, ABM $150-$400 0.5-2% ⭐⭐⭐⭐⭐ Google Search High-intent, BOFU $80-$250 2-5% ⭐⭐⭐⭐⭐ Google Display Retargeting, awareness $50-$150 0.3-1% ⭐⭐⭐ Meta (FB/IG) SMB, consumer-like products $60-$200 1-3% ⭐⭐⭐ YouTube Product demos, brand $100-$300 0.5-1.5% ⭐⭐ Reddit/Twitter Technical audiences $40-$180 0.5-2% ⭐⭐
2.2 LinkedIn Ads Playbook (Primary B2B Channel) Account
└─ Campaign Group: [Q2-2025-Enterprise-ABM]
├─ Campaign 1: [Awareness - Thought Leadership]
│ ├─ Ad Set: [CTO/VP Eng, US, Tech Companies]
│ └─ Creatives: [3 carousel posts, 2 video ads]
├─ Campaign 2: [Consideration - Product Education]
│ ├─ Ad Set: [Engaged audience, retargeting]
│ └─ Creatives: [2 lead gen forms, 1 landing page]
└─ Campaign 3: [Conversion - Demo Requests]
├─ Ad Set: [Website visitors, content downloaders]
└─ Creatives: [Direct demo CTA, case study]
Targeting Best Practices :
Company Size : 50-5000 employees (Series A sweet spot)
Job Titles : Director+, VP+, C-level (use LinkedIn's precise targeting)
Industries : Software, SaaS, Tech Services
Matched Audiences : Website retargeting (install Insight Tag), uploaded email lists
Budget : Start $50/day per campaign, scale 20% weekly if CAC < target
Thought Leadership - Industry insights, no product pitch
Social Proof - Customer logos, testimonials, case study snippets
Problem-Solution - Pain point + your solution in 3 seconds
Demo-First - Show product immediately, skip fluff
LinkedIn Lead Gen Forms vs. Landing Pages :
Lead Gen Forms : Higher conversion (2-3x), lower quality, use for TOFU/MOFU
Landing Pages : Lower conversion, higher quality, use for BOFU/demo requests
HubSpot Sync : Connect LinkedIn Lead Gen Forms via native integration
2.3 Google Ads Playbook (High-Intent Capture)
Search - Brand (highest priority, protect brand terms)
Search - Competitor (steal market share)
Search - Solution (problem-aware buyers)
Search - Product Category (earlier stage)
Display - Retargeting (re-engage warm traffic)
Search Campaign Structure :
Campaign: [Search-Solution-Keywords]
├─ Ad Group: [project management software]
│ ├─ Keywords:
│ │ - "project management software" [Phrase]
│ │ - "best project management tool" [Phrase]
│ │ - +project +management +solution [Broad Match Modifier]
│ └─ Ads: [3 responsive search ads with 15 headlines, 4 descriptions]
│
├─ Ad Group: [team collaboration tools]
├─ Keywords: [5-10 tightly themed keywords]
└─ Ads: [3 responsive search ads]
Brand Terms : Exact match, bid high, protect brand
Competitor Terms : "[Competitor] alternative", "[Competitor] vs [You]"
Solution Terms : "best [category] software", "top [category] tools"
Problem Terms : "how to [solve problem]"
Negative Keywords : Maintain list of 100+ (free, cheap, jobs, career, reviews)
Bid Strategy (2025 best practice):
New campaigns: Start Manual CPC for control
After 50+ conversions: Switch to Target CPA
After 100+ conversions: Test Maximize Conversions with tCPA
EU markets: Bid 15-20% higher for same quality
Ad Copy Framework (Responsive Search Ads):
Headlines (15 required):
- H1-3: Value props (Save 10 hours/week, Trusted by 500+ teams)
- H4-6: Features (AI-powered, Real-time sync, Mobile app)
- H7-9: Social proof (4.8★ G2 rating, Used by Microsoft)
- H10-12: CTAs (Start free trial, Book demo, See pricing)
- H13-15: Keywords pinned (Dynamic insertion)
Descriptions (4 required):
- D1: Primary value prop + CTA (30-60 chars)
- D2: Feature list + differentiator (60-90 chars)
- D3: Social proof + urgency (45-90 chars)
- D4: Backup generic (60-90 chars)
✅ Product ACV <$10k
✅ Visual product (UI, consumer-facing)
✅ SMB/prosumer audience
✅ Broader awareness campaigns
❌ Enterprise/high ACV (use LinkedIn)
Campaign Objective: [Conversions]
├─ Ad Set 1: [Lookalike - 1% of converters]
│ └─ Placement: [Feed + Stories, Auto]
├─ Ad Set 2: [Interest - Business Software]
│ └─ Placement: [Feed only]
└─ Ad Set 3: [Retargeting - Website 30d]
└─ Placement: [All placements]
Core Audiences : Interests (business tools, productivity, startups)
Lookalike : 1% of purchasers/high-value leads
Retargeting : 30-day website visitors, video viewers (75%+)
Use video (1:1 or 9:16 for Stories)
First 3 seconds = hook (problem or result)
Show product UI in action
Add captions (85% watch muted)
Test 3-5 creative variants per campaign
2.5 Budget Allocation & Scaling Initial Budget (Series A, $30k-50k/month total):
Channel Budget Expected Results
─────────────────────────────────────────────
LinkedIn Ads $15k 50 MQLs, 10 SQLs, $1.5k CAC
Google Search $12k 80 MQLs, 20 SQLs, $600 CAC
Google Display $5k 120 MQLs, 5 SQLs, $1k CAC
Meta Ads $5k 100 MQLs, 8 SQLs, $625 CAC
Partnerships $3k 20 MQLs, 5 SQLs, $600 CAC
─────────────────────────────────────────────
TOTAL $40k 370 MQLs, 48 SQLs, $833 avg CAC
If CAC <target → Increase budget 20% weekly
If CAC >target → Pause, optimize, relaunch
If conversion rate drops >20% → Check landing page, offer fatigue
Scale winners, kill losers fast (2-week test minimum)
Marketing → Reports → Create Custom Report
Metrics: Spend, Leads, MQLs, SQLs, CAC, ROAS, Pipeline $
Dimensions: Campaign, Channel, Region
Frequency: Daily review, weekly optimization
3. SEO Strategy
3.1 Technical SEO Foundation (Must-Have) Technical Audit (quarterly):
1. Crawl site with Screaming Frog
2. Check for:
- 404 errors (fix or redirect)
- Redirect chains (consolidate)
- Duplicate content (canonicalize)
- Missing meta descriptions
- Slow pages (>3s load time)
- Mobile usability issues
3. Fix issues in priority order: Critical → High → Medium
3.2 Keyword Strategy Framework Keyword Research Process :
Seed Keywords - Your product category (e.g., "project management software")
Use Tools - Ahrefs, SEMrush, or free: Google Keyword Planner + Search Console
Analyze - Volume, difficulty, intent, SERP features
Prioritize - Quick wins (low difficulty, high intent)
Tier 1: High-Intent BOFU (target first)
"best [product category]"
"[product category] for [use case]"
"[competitor] alternative"
Volume: 100-1k/mo, Difficulty: Medium, Intent: Commercial
Tier 2: Solution-Aware MOFU
"how to [solve problem]"
"[problem] solution"
"[use case] tools"
Volume: 500-5k/mo, Difficulty: Medium-High, Intent: Informational-Commercial
Tier 3: Problem-Aware TOFU
"what is [concept]"
"[problem] examples"
"[industry] challenges"
Volume: 1k-10k/mo, Difficulty: High, Intent: Informational
International Keyword Research :
Use Ahrefs/SEMrush with language filters
Translate keywords, don't just localize (cultural nuances matter)
EU: Higher trust in localized content (domain.de > domain.com/de)
UK: Use British spelling (optimise vs. optimize)
3.3 On-Page SEO Template Page Optimization Checklist :
URL: [/best-project-management-software]
Title Tag (60 chars): [Best Project Management Software 2025 | YourBrand]
Meta Description (155 chars): [Compare top 10 PM tools. Features, pricing, reviews. Find the perfect fit for your team. Free trials available.]
H1 (60 chars): [Best Project Management Software in 2025]
H2s (structure):
- What is Project Management Software?
- Top 10 PM Tools Compared
- Key Features to Look For
- Pricing & Plans
- How to Choose
- FAQ
Content:
- Length: 2000-3000 words (comprehensive)
- Keyword density: 1-2% (natural)
- Internal links: 3-5 relevant pages
- External links: 2-3 authoritative sources
- Images: 3-5 with alt text
- Schema: Product, FAQ, HowTo
CTA:
- Above fold: [Start Free Trial]
- Mid-content: [Compare Plans]
- End: [Book Demo]
Content Refresh Schedule :
Tier 1 pages: Update quarterly (rankings, pricing, features)
Tier 2 pages: Update semi-annually
Tier 3 pages: Update annually
All pages: Monitor Search Console for ranking drops, refresh immediately
3.4 Link Building Strategy (2025 Best Practices) Link Acquisition Tactics (in priority order):
1. Digital PR (highest ROI)
Publish original research/data
Create industry reports
Pitch journalists (use HARO, Terkel, Featured)
Target: Industry blogs, tech publications
2. Guest Posting (quality over quantity)
Target: Domain Authority (DA) 40+ sites
Avoid: Link farms, PBNs, paid links (Google penalty risk)
Anchor text: Branded (70%), topical (20%), exact match (10%)
3. Partnerships & Co-Marketing
Partner with complementary SaaS tools
Create co-branded content
Exchange homepage links (footer or partner section)
Answer questions on Reddit, Quora
Participate in industry forums
Create tools/calculators → natural backlinks
Find broken links on competitor sites
Offer your content as replacement
Tools: Ahrefs' Broken Backlinks report
Link Velocity (avoid penalties):
Natural: 5-10 links/month for new sites
Aggressive: 20-30 links/month after 6 months
Monitor: Google Search Console for manual actions
3.5 Content Strategy for SEO Content Types by Funnel Stage :
Blog posts: "Ultimate Guide to [Topic]"
Listicles: "Top 10 [Category]"
Industry reports: "[Industry] State of 2025"
Target: Broad keywords, thought leadership
Comparison pages: "[Your Product] vs [Competitor]"
Best of lists: "Best [Category] for [Use Case]"
How-to guides: "How to [Solve Problem] with [Product]"
Target: Solution keywords, product education
Product pages: "[Product] Features & Pricing"
Case studies: "How [Customer] Achieved [Result]"
Landing pages: "Start Free Trial"
Target: Brand keywords, high-intent searches
Content Calendar (Series A minimum):
TOFU: 4 posts/month (1 per week)
MOFU: 2 posts/month
BOFU: 1 post/month
Refresh: 2 existing posts/month
3.6 Local SEO (For Regional Offices) Google Business Profile Setup (per location):
Complete all fields: Name, address, phone, hours, category
Upload photos: Office, team, product (10+ images)
Collect reviews: Ask customers, automate via HubSpot workflow
Post updates: Weekly posts about company news, events
Local Citations (US/Canada/EU):
Submit to: Yelp, Yellow Pages, local directories
NAP consistency: Name, Address, Phone identical everywhere
Industry directories: Software review sites (G2, Capterra)
4. Partnerships & Affiliate Programs
4.1 Partnership Types & Strategy Tier 1: Strategic Partnerships (high impact, low volume)
Target: Complementary SaaS tools with overlapping ICPs
Structure: Co-marketing, product integrations, revenue share
Examples: Slack ↔ Asana, Shopify ↔ Klaviyo
Effort: High (6-12 months to establish)
ROI: Very high (100+ leads/month after ramp)
Tier 2: Affiliate Partners (scalable)
Target: Bloggers, review sites, industry influencers
Structure: Commission per sale (10-30% first year)
Platform: Use PartnerStack, Impact, or Rewardful
Effort: Medium (setup once, ongoing management)
ROI: Medium-High (depends on partner quality)
Tier 3: Referral Partners (customer-driven)
Target: Your existing customers
Structure: Referral bonus ($500-$1k per SQL)
Platform: Built into HubSpot or standalone (Friendbuy)
Effort: Low (automate via workflows)
ROI: Medium (5-10% of customers refer)
Tier 4: Marketplace Listings (distribution)
Target: Shopify App Store, Salesforce AppExchange, HubSpot Marketplace
Structure: Free listing + revenue share
Effort: Medium (initial listing, ongoing updates)
ROI: Low-Medium (brand visibility + discovery)
4.2 Partnership Playbook Step 1: Identify Partners
Criteria:
- Similar ICP (overlapping audience, no direct competition)
- Product fit (complementary, not substitute)
- Scale (similar company size, funding stage)
- Values alignment (culture, brand positioning)
Research:
- Tools: BuiltWith, SimilarWeb, LinkedIn Sales Nav
- Look for: Integration pages, partner pages, co-marketing history
Step 2: Outreach Template
Subject: [YourBrand] ↔ [TheirBrand] Partnership Idea
Hi [Name],
I'm [Your Name] at [YourBrand] - we help [ICP] with [value prop].
I noticed [TheirBrand] serves a similar audience, and I think our customers would benefit from an integration between [YourProduct] and [TheirProduct].
Would you be open to exploring a partnership? I'm thinking:
- Product integration (bi-directional sync)
- Co-marketing (joint webinar, case study)
- Revenue share (referral fees)
Let me know if you'd like to chat. Happy to send more details.
Best,
[Your Name]
Step 3: Partnership Agreement
Define scope (integration depth, marketing commitment)
Revenue model (rev share %, referral fees, co-selling)
Success metrics (leads, pipeline, revenue)
Term (12-24 months, with renewal)
Exit clause (90-day notice)
Step 4: Activation & Enablement
Create co-branded assets (landing page, webinar deck, one-pager)
Train partner sales team (product demo, pitch deck, objection handling)
Set up tracking (UTM parameters, partner portal in HubSpot)
Step 5: Ongoing Management
Quarterly business reviews (QBRs)
Monthly check-ins (pipeline, blockers)
Co-marketing calendar (1-2 activities/quarter)
Reporting (HubSpot dashboard for partner-sourced pipeline)
4.3 Affiliate Program Setup
PartnerStack - Best for B2B SaaS, native integrations
Impact - Enterprise-grade, high control
Rewardful - Lightweight, Stripe integration
FirstPromoter - Budget-friendly, good analytics
Commission Structure (Series A typical):
Tier 1: Influencers/Publishers
- 30% recurring for 12 months
- Or: $500 flat per SQL
- Bonus: $1k for 10+ referrals/quarter
Tier 2: Bloggers/Content Creators
- 20% recurring for 12 months
- Or: $300 flat per SQL
Tier 3: Customers (Referral Program)
- $500 per closed deal
- Or: 1 month free for both referrer + referee
Outbound : Find industry bloggers, YouTubers, newsletter writers
Inbound : "Become an Affiliate" page, promote in product
Events : Recruit at conferences, meetups
Communities : Reddit, LinkedIn groups, Slack communities
Affiliate Enablement Kit :
Brand assets (logos, product screenshots)
Pre-written content (blog post templates, social posts)
Tracking links (unique UTM codes per affiliate)
Sales collateral (one-pagers, case studies, demo videos)
4.4 Co-Marketing Campaigns Planning (6 weeks out):
- Define topic (audience pain point, not product pitch)
- Assign roles (host, co-host, Q&A moderator)
- Create landing page (co-branded, dual logos)
- Design promo assets (social graphics, email templates)
Promotion (4 weeks out):
- Email: 3 sends (announcement, reminder, last chance)
- Social: 8-10 posts per partner (LinkedIn, Twitter)
- Paid: $2k budget for LinkedIn ads → landing page
- Partners: Cross-promote to each other's audiences
Execution (day of):
- 60-min format: 5min intro, 40min content, 15min Q&A
- Record for on-demand
- Polls/CTAs: Mid-webinar poll, end with demo CTA
Follow-up (1 week after):
- Send recording to all registrants
- Nurture sequence: 3 emails over 2 weeks
- Split leads: Each partner owns their referred leads
- Report: Attendees, pipeline generated, next steps
Other Co-Marketing Tactics :
Co-branded Content : eBook, report, guide
Case Study : Joint customer success story
Bundle Offer : "Buy [YourProduct] + [TheirProduct], save 20%"
Cross-promotion : Feature each other in newsletters
Social Media Takeover : Guest post on each other's channels
4.5 HubSpot Partner Tracking
Create Partner Property
Settings → Properties → Create "Partner Source" dropdown
Values: Partner A, Partner B, Affiliate Network, etc.
UTM Tracking
Partner links: ?utm_source=partner-name&utm_medium=referral
HubSpot auto-captures UTM parameters
Lead Assignment
Workflow: If "Partner Source" is set → Assign to Partner Manager
Notification: Slack alert when partner lead arrives
Reporting
Dashboard: Partner-sourced leads, pipeline, revenue
Report to partners: Monthly performance summary
5. Attribution & Reporting
5.1 Attribution Models (HubSpot Native) Model Selection (use multi-touch for hybrid motion):
First-Touch - Credit to first interaction
Use case: Awareness campaigns, brand building
Pro: Shows what drives discovery
Con: Ignores nurturing influence
Last-Touch - Credit to last interaction before conversion
Use case: Direct response, BOFU campaigns
Pro: Shows what closes deals
Con: Ignores earlier touchpoints
Multi-Touch (W-Shaped) - Credit to first, last, and middle (40-20-40 split)
Use case: Hybrid PLG/Sales-Led (recommended for Series A)
Pro: Full-funnel view
Con: More complex to explain to stakeholders
Marketing → Reports → Attribution → Select Model
Default: Use Multi-Touch for holistic view
Compare: Run reports side-by-side to see differences
5.2 Reporting Dashboard (HubSpot) Weekly Performance Dashboard :
Metrics to Track:
1. Traffic: Visits, unique visitors, bounce rate
2. Leads: MQLs, SQLs, conversion rates
3. Pipeline: Opportunities created, value, velocity
4. CAC: Spend ÷ customers acquired
5. Channel Mix: % of leads by source
Dimensions:
- By Channel: Organic, Paid, Email, Social, Referral
- By Campaign: Individual campaign performance
- By Region: US, CA, EU breakdown
- By Stage: TOFU, MOFU, BOFU metrics
Monthly Executive Dashboard :
KPIs:
1. Marketing-Sourced Pipeline: $[X]M (target: $[Y]M)
2. Marketing-Sourced Revenue: $[X]k (target: $[Y]k)
3. Blended CAC: $[X] (target: $[Y])
4. MQL→SQL Rate: [X]% (target: [Y]%)
5. Pipeline Velocity: [X] days (target: [Y] days)
6. ROMI: [X]:1 (target: 3:1+)
Insights:
- Top performing campaigns
- Underperforming channels (kill or optimize)
- New experiments to test next month
- Budget reallocation recommendations
5.3 Google Analytics Setup Engagement:
- page_view (auto-tracked)
- scroll (75% depth)
- video_play (product demos)
- file_download (whitepapers, eBooks)
Conversions:
- sign_up (free trial, account created)
- demo_request (calendar booking)
- contact_form (inbound interest)
- pricing_view (pricing page visit)
E-commerce (if applicable):
- add_to_cart
- begin_checkout
- purchase
User Type: Free vs. Paid
Plan Type: Starter, Pro, Enterprise
HubSpot Lead Status: MQL, SQL, Customer
Campaign: HubSpot Campaign ID
Integration with HubSpot :
Use HubSpot tracking code (includes GA4 by default)
Or: Google Tag Manager for advanced tracking
Sync: GA4 audiences → HubSpot lists for retargeting
6. Experimentation Framework
6.1 A/B Testing Prioritization (ICE Score) Formula : ICE = (Impact × Confidence × Ease) ÷ 3
Impact : How much will this move the needle?
Confidence : How sure are you it will work?
Ease : How easy is it to implement?
Example Tests (sorted by ICE score):
Test Impact Confidence Ease ICE Priority CTA button color (red vs. green) 3 8 10 7.0 Low Landing page headline rewrite 8 7 8 7.7 Medium Pricing page redesign 9 6 4 6.3 Medium New lead magnet offer 9 8 7 8.0 High Add live chat to pricing page 7 9 8 8.0 High
6.2 Test Design & Execution Hypothesis: [Adding a case study carousel to the pricing page will increase demo requests by 20% because users need social proof before committing]
Metric: [Demo requests from /pricing page]
Sample Size: [1000 visitors per variant]
Duration: [2 weeks or until significance]
Success Criteria: [20% lift, 95% confidence]
Variant A (Control): [Current pricing page]
Variant B (Treatment): [Pricing page + case study carousel]
Tools: [HubSpot A/B test, or Google Optimize]
Statistical Significance :
Minimum: 95% confidence, 1000 visitors/variant
Use calculator: Optimizely Sample Size Calculator
Don't stop tests early (false positives)
Test Velocity (Series A target):
4-6 tests/month across channels
70% win rate not realistic (aim for 30-40%)
Document losers (learnings matter)
6.3 Common Experiments
Headline variations (problem-focused vs. solution-focused)
CTA copy ("Start Free Trial" vs. "Get Started" vs. "Try Now")
Form length (5 fields vs. 2 fields)
Social proof placement (above vs. below fold)
Hero image (product screenshot vs. people vs. abstract)
Creative format (static vs. video vs. carousel)
Messaging angle (feature-led vs. benefit-led vs. outcome-led)
Audience targeting (broad vs. narrow)
Landing page destination (homepage vs. dedicated LP)
Subject line length (short vs. long)
Personalization (generic vs. first name vs. company name)
Send time (morning vs. afternoon vs. evening)
CTA placement (top vs. middle vs. bottom)
7. Handoff Protocols
7.1 MQL → SQL Handoff (Marketing → Sales) SQL Definition Criteria (customize for your ICP):
Required:
✅ Job title: Director+ (or Budget Authority confirmed)
✅ Company size: 50-5000 employees
✅ Budget: $10k+ annual (or Qualified Need confirmed)
✅ Timeline: Buying within 90 days
✅ Engagement: Demo requested OR High intent action
Optional:
✅ Industry: Target verticals
✅ Geography: US/CA/EU
✅ Use case: Matches product capabilities
Lead reaches MQL threshold (lead score >75)
Trigger: Automated email to SDR
SDR qualification call (BANT: Budget, Authority, Need, Timeline)
If qualified → Mark as SQL, assign to AE
If not qualified → Recycle to nurture, adjust lead score
SLA (Service Level Agreement):
SDR responds to MQL: 4 hours
AE books demo with SQL: 24 hours
First demo: Within 3 business days of SQL status
7.2 SQL → Opportunity Handoff (Sales → RevOps)
AE creates opportunity in HubSpot after first demo
Required fields: Company, Deal value, Close date, Stage
Pipeline stages: Discovery → Demo → Proposal → Negotiation → Closed Won/Lost
Marketing Support Post-SQL :
Retargeting ads to target accounts (ABM)
Send case studies, ROI calculator
Invite to customer webinar
Executive briefing (for Enterprise deals)
7.3 Lost Opportunity Handoff (Sales → Marketing)
Reason: No budget, bad timing, wrong fit
Action: Move to "Nurture" list in HubSpot
Sequence: Quarterly check-in emails, invite to webinars
Re-engage: After 6-12 months, SDR re-qualification
Closed Lost Reasons (track in HubSpot):
Price too high
Missing features
Chose competitor
No budget
Bad timing
Champion left company
Use lost reasons to inform :
Product roadmap
Pricing changes
Competitive positioning
Messaging adjustments
8. Quick Reference
8.1 Channel-Specific Benchmarks (B2B SaaS Series A) Metric LinkedIn Google Search SEO Email Partnerships CTR 0.4-0.9% 2-5% 1-3% 15-25% N/A CVR 1-3% 3-7% 2-5% 2-5% 5-10% CAC $150-400 $80-250 $50-150 $20-80 $100-300 MQL→SQL 10-20% 15-25% 12-22% 8-15% 20-35%
8.2 Budget Allocation (Recommended) Series A ($40k-60k/month) :
40% Paid Acquisition (LinkedIn + Google)
25% Content/SEO
20% Partnerships
10% Tools/Automation
5% Experiments/Testing
8.3 Team Handoff Quick Guide
Deliver: SQLs with BANT qualification
Frequency: Real-time via HubSpot
SLA: 4-hour response time
Demand Gen → Product Marketing :
Request: Product positioning, competitive intel, case studies
Frequency: Monthly sync
Deliverables: Updated messaging, new collateral
Demand Gen → Marketing Ops :
Request: Campaign tracking setup, attribution reports, data cleaning
Frequency: Weekly check-in
SLA: 48-hour turnaround for new campaigns
Paid Media → Creative/Brand :
Request: Ad creative (10-20 variants/month)
Format: Specs sheet with dimensions, copy length, brand guidelines
SLA: 5 business days per request
Request: Content based on keyword research
Deliverables: Content brief with target keywords, structure, length
Frequency: Monthly editorial calendar
Deliver: Partner-sourced leads with partner context
Co-selling: Joint calls for strategic deals
Frequency: Weekly partner pipeline review
Resources
references/
hubspot-workflows.md - Pre-built HubSpot workflow templates for lead scoring, nurture, assignment
campaign-templates.md - Ready-to-use campaign briefs for LinkedIn, Google, SEO
international-playbooks.md - Market-specific tactics for EU, US, Canada expansion
attribution-guide.md - Deep dive on multi-touch attribution setup and analysis
scripts/
calculate_cac.py - Calculate blended and channel-specific CAC
experiment_calculator.py - A/B test sample size and significance calculator
assets/
campaign-brief-template.docx - Editable campaign planning document
dashboard-template.xlsx - Pre-configured performance dashboard
Last Updated : October 2025 | Version : 1.0
Keywords
금융 및 투자
Project Planner Breaks down complex projects into actionable tasks with timelines, dependencies, and milestones.
Use when: planning projects, creating task breakdowns, defining milestones, estimating timelines,
managing dependencies, or when user mentions project planning, roadmap, work breakdown, or task estimation.