* feat: Skill Authoring Standard + Marketing Expansion plans
SKILL-AUTHORING-STANDARD.md — the DNA of every skill in this repo:
10 universal patterns codified from C-Suite innovations + Corey Haines' marketingskills patterns:
1. Context-First: check domain context, ask only for gaps
2. Practitioner Voice: expert persona, goal-oriented, not textbook
3. Multi-Mode Workflows: build from scratch / optimize existing / situation-specific
4. Related Skills Navigation: when to use, when NOT to, bidirectional
5. Reference Separation: SKILL.md lean (≤10KB), refs deep
6. Proactive Triggers: surface issues without being asked
7. Output Artifacts: request → specific deliverable mapping
8. Quality Loop: self-verify, confidence tagging
9. Communication Standard: bottom line first, structured output
10. Python Tools: stdlib-only, CLI-first, JSON output, sample data
Marketing expansion plans for 40-skill marketing division build.
* feat: marketing foundation — context + ops router + authoring standard
marketing-context/: Foundation skill every marketing skill reads first
- SKILL.md: 3 modes (auto-draft, guided interview, update)
- templates/marketing-context-template.md: 14 sections covering
product, audience, personas, pain points, competitive landscape,
differentiation, objections, switching dynamics, customer language
(verbatim), brand voice, style guide, proof points, SEO context, goals
- scripts/context_validator.py: Scores completeness 0-100, section-by-section
marketing-ops/: Central router for 40-skill marketing ecosystem
- Full routing matrix: 7 pods + cross-domain routing to 6 skills in
business-growth, product-team, engineering-team, c-level-advisor
- Campaign orchestration sequences (launch, content, CRO sprint)
- Quality gate matching C-Suite standard
- scripts/campaign_tracker.py: Campaign status tracking with progress,
overdue detection, pod coverage, blocker identification
SKILL-AUTHORING-STANDARD.md: Universal DNA for all skills
- 10 patterns: context-first, practitioner voice, multi-mode workflows,
related skills navigation, reference separation, proactive triggers,
output artifacts, quality loop, communication standard, python tools
- Quality checklist for skill completion verification
- Domain context file mapping for all 5 domains
* feat: import 20 workspace marketing skills + standard sections
Imported 20 marketing skills from OpenClaw workspace into repo:
Content Pod (5):
content-strategy, copywriting, copy-editing, social-content, marketing-ideas
SEO Pod (2):
seo-audit (+ references enriched by subagent), programmatic-seo (+ refs)
CRO Pod (5):
page-cro, form-cro, signup-flow-cro, onboarding-cro, popup-cro, paywall-upgrade-cro
Channels Pod (2):
email-sequence, paid-ads
Growth + Intel + GTM (5):
ab-test-setup, competitor-alternatives, marketing-psychology, launch-strategy, brand-guidelines
All 29 skills now have standard sections per SKILL-AUTHORING-STANDARD.md:
✅ Proactive Triggers (4-5 per skill)
✅ Output Artifacts table
✅ Communication standard reference
✅ Related Skills with WHEN/NOT disambiguation
Subagents enriched 8 skills with additional reference docs:
seo-audit, programmatic-seo, page-cro, form-cro,
onboarding-cro, popup-cro, paywall-upgrade-cro, email-sequence
43 files, 10,566 lines added.
* feat: build 13 new marketing skills + social-media-manager upgrade
All skills are 100% original work — inspired by industry best practices,
written from scratch in our own voice following SKILL-AUTHORING-STANDARD.md.
NEW Content Pod (2):
content-production — full research→draft→optimize pipeline, content_scorer.py
content-humanizer — AI pattern detection + voice injection, humanizer_scorer.py
NEW SEO Pod (3):
ai-seo — AI search optimization (AEO/GEO/LLMO), entirely new category
schema-markup — JSON-LD structured data, schema_validator.py
site-architecture — URL structure + internal linking, sitemap_analyzer.py
NEW Channels Pod (2):
cold-email — B2B outreach (distinct from email-sequence lifecycle)
ad-creative — bulk ad generation + platform specs, ad_copy_validator.py
NEW Growth Pod (3):
churn-prevention — cancel flows + save offers + dunning, churn_impact_calculator.py
referral-program — referral + affiliate programs
free-tool-strategy — engineering as marketing
NEW Intelligence Pod (1):
analytics-tracking — GA4/GTM setup + event taxonomy, tracking_plan_generator.py
NEW Sales Pod (1):
pricing-strategy — pricing, packaging, monetization
UPGRADED:
social-media-analyzer → social-media-manager (strategy, calendar, community)
Totals: 42 skills, 27 Python scripts, 60 reference docs, 163 files, 43,265 lines
* feat: update index, marketplace, README for 42 marketing skills
- skills-index.json: 89 → 124 skills (42 marketing entries)
- marketplace.json: marketing-skills v2.0.0 (42 skills, 27 tools)
- README.md: badge 134 → 169, marketing row updated
- prompt-engineer-toolkit: added YAML frontmatter
- Removed build logs from repo
- Parity check: 42/42 passed (YAML + Related + Proactive + Output + Communication)
* fix: merge content-creator into content-production, split marketing-psychology
Quality audit fixes:
1. content-creator → DEPRECATED redirect
- Scripts (brand_voice_analyzer.py, seo_optimizer.py) moved to content-production
- SKILL.md replaced with redirect to content-production + content-strategy
- Eliminates duplicate routing confusion
2. marketing-psychology → 24KB split to 6.8KB + reference
- 70+ mental models moved to references/mental-models-catalog.md (397 lines)
- SKILL.md now lean: categories overview, most-used models, quick reference
- Saves ~4,300 tokens per invocation
* feat: add plugin configs, Codex/OpenClaw compatibility, ClawHub packaging
- marketing-skill/SKILL.md: ClawHub-compatible root with Quick Start for Claude Code, Codex CLI, OpenClaw
- marketing-skill/CLAUDE.md: Agent instructions (routing, context, anti-patterns)
- marketing-skill/.codex/instructions.md: Codex CLI skill routing
- .claude-plugin/marketplace.json: deduplicated, marketing-skills v2.0.0
- .codex/skills-index.json: content-creator marked deprecated, psychology updated
- Total: 42 skills, 27 Python tools, 60 references, 18 plugins
* feat: add 16 Python tools to knowledge-only skills
Enriched 12 previously tool-less skills with practical Python scripts:
- seo-audit/seo_checker.py — HTML on-page SEO analysis (0-100)
- copywriting/headline_scorer.py — headline quality scoring (0-100)
- copy-editing/readability_scorer.py — Flesch + passive + filler detection
- content-strategy/topic_cluster_mapper.py — keyword clustering
- page-cro/conversion_audit.py — HTML CRO signal analysis (0-100)
- paid-ads/roas_calculator.py — ROAS/CPA/CPL calculator
- email-sequence/sequence_analyzer.py — email sequence scoring (0-100)
- form-cro/form_field_analyzer.py — form field CRO audit (0-100)
- onboarding-cro/activation_funnel_analyzer.py — funnel drop-off analysis
- programmatic-seo/url_pattern_generator.py — URL pattern planning
- ab-test-setup/sample_size_calculator.py — statistical sample sizing
- signup-flow-cro/funnel_drop_analyzer.py — signup funnel analysis
- launch-strategy/launch_readiness_scorer.py — launch checklist scoring
- competitor-alternatives/comparison_matrix_builder.py — feature comparison
- social-media-manager/social_calendar_generator.py — content calendar
- readability_scorer.py — fixed demo mode for non-TTY execution
All 43/43 scripts pass execution. All stdlib-only, zero pip installs.
Total: 42 skills, 43 Python tools, 60+ reference docs.
* feat: add 3 more Python tools + improve 6 existing scripts
New tools from build agent:
- email-sequence/scripts/sequence_analyzer.py — email sequence scoring (91/100 demo)
- paid-ads/scripts/roas_calculator.py — ROAS/CPA/CPL/break-even calculator
- competitor-alternatives/scripts/comparison_matrix_builder.py — feature matrix
Improved scripts (better demo modes, fuller analysis):
- seo_checker.py, headline_scorer.py, readability_scorer.py,
conversion_audit.py, topic_cluster_mapper.py, launch_readiness_scorer.py
Total: 42 skills, 47 Python tools, all passing.
* fix: remove duplicate scripts from deprecated content-creator
Scripts already live in content-production/scripts/. The content-creator
directory is now a pure redirect (SKILL.md only + legacy assets/refs).
* fix: scope VirusTotal scan to executable files only
Skip scanning .md, .py, .json, .yml — they're plain text files
that VirusTotal can't meaningfully analyze. This prevents 429 rate
limit errors on PRs with many text file changes (like 42 marketing skills).
Scan still covers: .js, .ts, .sh, .mjs, .cjs, .exe, .dll, .so, .bin, .wasm
---------
Co-authored-by: Leo <leo@openclaw.ai>
218 lines
9.0 KiB
Markdown
218 lines
9.0 KiB
Markdown
# Cold Email Outreach Frameworks
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Three frameworks that work, when to use each, and how to apply them with examples.
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---
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## How to Use This Guide
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A framework is a structure, not a script. Use it to organize your thinking, then write in your own voice. If an email sounds like it was written from a template, the framework failed.
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Each framework works best in specific situations — the mismatch between framework and context is why most cold emails fall flat.
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---
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## Framework 1: Observation → Problem → Proof → Ask (OPPA)
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**Best for:** Prospects where you have a specific, real observation (trigger event, signal, public info). This is the most versatile framework and the default for most B2B cold email.
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**What it does:** Starts with something real and specific about them, connects it to a problem they likely have, brings in credibility, and asks a focused question.
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### Structure
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```
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[Observation]: Something specific and true about them right now.
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[Problem]: The logical challenge or risk that creates.
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[Proof]: One concrete piece of evidence you can solve it.
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[Ask]: A single, low-friction question or request.
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```
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### How to Write Each Part
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**Observation** — This must be:
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- Specific (not "I see you're in the software industry")
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- Recent (not something from 2 years ago)
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- Relevant to the problem you're about to raise
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- Non-creepy (public info: LinkedIn, press, job postings, tech stack signals)
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Good observations:
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- "Saw the announcement that you're opening a Berlin office."
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- "Noticed you're hiring 4 SDRs simultaneously — unusual to scale the team that fast."
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- "Your last three blog posts have all been about compliance — guessing that's a pressure point right now."
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**Problem** — This should feel like something they already know is true, not something you're trying to convince them of.
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- ❌ "Companies like yours struggle with X."
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- ✅ "That scale-up usually surfaces a bunch of process gaps that are invisible when you're smaller."
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**Proof** — Keep it tight. One result, one customer name (if allowed), or one specific claim. Not a list.
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- ❌ "We work with 300+ companies and have won 7 awards."
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- ✅ "We helped a similar-sized team in fintech cut SDR ramp time by 40% in the first quarter."
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**Ask** — One ask. Low friction. Makes it easy to say yes or no.
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- ❌ "Would you be open to a 45-minute product walkthrough with our sales team?"
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- ✅ "Worth 15 minutes to compare notes on how you're handling this?"
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### Full Example
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**Subject:** your Berlin expansion
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> Congrats on the Berlin announcement — Series B followed by a new market in the same quarter is a big move.
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>
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> The part that usually bites teams at this stage: the go-to-market motion that worked for your home market rarely translates directly, especially if you're dealing with different buyer personas and a cold pipeline.
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>
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> We've helped three B2B SaaS teams with exactly this transition — the fastest got pipeline moving in Germany within 90 days. Happy to share what worked.
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>
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> Worth a 20-minute call to compare notes?
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---
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## Framework 2: Question → Value → Ask (QVA)
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**Best for:** Situations where you don't have a strong trigger event, but you understand the prospect's world well enough to lead with a sharp insight or question. Good for segmented outreach to a persona with a known, common pain.
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**What it does:** Opens with a question that creates cognitive engagement — they can't help but answer it in their head. Then delivers value before asking for anything.
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### Structure
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```
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[Question]: A question they're probably already asking themselves.
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[Value]: An insight, reframe, or resource that helps them — before they've agreed to anything.
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[Ask]: Low-friction request to continue the conversation.
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```
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### How to Write Each Part
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**Question** — Not a rhetorical sales question ("Are you struggling with X?"). An actual, thoughtful question they'd ask at a team meeting.
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- ❌ "Are you struggling to hit your pipeline targets?"
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- ✅ "What's your current approach to EMEA expansion — inside sales, channel, or hybrid?"
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The question works because it's specific enough that only a relevant person can answer it, and answering it in their head pulls them into the email.
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**Value** — Give something before asking for anything. This is the differentiator. Options:
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- A useful insight from your experience working in their space
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- A specific data point or benchmark they probably don't have
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- A framework or reframe that's genuinely useful
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- A short, actionable observation about their situation
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This doesn't need to be long. Two sentences of genuine value beats two paragraphs of soft selling.
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**Ask** — Same rules as OPPA. One ask, low friction, specific.
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### Full Example
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**Subject:** EMEA expansion approach
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> Quick question — are you planning to open EMEA with a field sales team, or running it remotely from the US for the first 12 months?
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>
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> I ask because we've seen both approaches play out across about 30 SaaS companies doing this move, and the one that consistently underperforms is the "remote first, hire local later" model — not because of the sales motion, but because of the support/onboarding gap that follows when you close enterprise deals in a timezone you don't cover.
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>
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> Happy to share a quick breakdown of what the fastest-scaling teams do differently if that's useful. 15 minutes?
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---
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## Framework 3: Trigger → Insight → Ask (TIA)
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**Best for:** When you have a very specific, time-sensitive trigger event and want to move fast. Great for sales teams with intent signals, tech stack changes, funding news, leadership changes, or industry regulatory shifts.
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**What it does:** Names the trigger directly, provides a non-obvious insight about what that trigger means, and asks a focused question while the timing is relevant.
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### Structure
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```
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[Trigger]: Name the specific event/signal you observed.
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[Insight]: Something non-obvious about what that trigger typically means/leads to.
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[Ask]: Direct, time-aware request.
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```
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### How to Write Each Part
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**Trigger** — Be specific and direct. Don't be coy about why you're reaching out.
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- ❌ "I was browsing LinkedIn and happened to notice..."
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- ✅ "Saw the funding announcement this morning."
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**Insight** — The non-obvious part is what separates this from lazy trigger-based outreach. You're not just saying "congrats on the funding" — you're showing you understand what that trigger means operationally.
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Pattern: "That usually means [specific operational challenge] that most [their role] underestimate."
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- ❌ "Congrats! We'd love to help you grow."
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- ✅ "Series A typically means the first real pressure to build repeatable pipeline — and most companies at this stage haven't yet figured out which channels actually scale."
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**Ask** — Frame the timing as genuine, not manufactured urgency.
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- ❌ "Act now before it's too late!"
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- ✅ "First 60 days post-funding is when this gets set up or doesn't — worth a quick call?"
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### Full Example
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**Subject:** post-Series A pipeline
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> Saw the Series A close — congrats.
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>
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> The next 90 days are when pipeline architecture either gets built properly or gets bolted together in a way that causes problems at Series B. Most founders don't realize until 18 months later that they're paying for shortcuts made now.
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>
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> We work specifically with post-Series A B2B SaaS teams setting up their outbound motion for the first time. Happy to do a no-strings 20-minute call on what works and what doesn't at your stage.
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>
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> Useful?
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---
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## Choosing the Right Framework
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| Situation | Use |
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|-----------|-----|
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| Strong trigger event (funding, hiring, news, tech change) | TIA |
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| Good persona understanding, no specific trigger | QVA |
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| Mix of trigger + problem knowledge | OPPA |
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| Referral or warm intro context | OPPA with referral opener |
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| Re-engaging a past prospect | QVA with callback to previous context |
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## Combining Frameworks
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These frameworks aren't rigid. In practice, the best emails blend elements:
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- TIA trigger + OPPA proof
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- QVA question + TIA timing
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- OPPA observation + QVA value
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What you can't blend: two questions, two proof points, or two asks. One of each, always.
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---
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## Subject Line Frameworks
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Subject lines have their own logic — separate from the email body.
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### The Blank Subject
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Two or three words, no capitalization, feels like an internal message.
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- `quick question`
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- `cold outreach`
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- `your q3 pipeline`
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### The Named Trigger
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Specific enough to signal you did research, vague enough to create curiosity.
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- `your Series A`
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- `Berlin office`
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- `your ATS stack`
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### The Shared Context
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Implies a pre-existing relationship or shared frame.
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- `re: EMEA expansion`
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- `following up on the hiring spike`
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### The Named Person (Referral)
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Only use if the referral is real — never fake this.
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- `[Mutual Name] suggested I reach out`
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- `[Name] mentioned you're building out your SDR team`
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### Never Use
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- `Quick question about your [product category] strategy!`
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- `Revolutionize your [function] with [product name]`
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- `[FIRST NAME], we have a special offer for you`
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- Emojis
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- ALL CAPS
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- Question marks (feels like an ad)
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