Outbound motion
Open GTM methods for AI-native founders — SaaS GTM, startup market entry, hardware GTM. Agent skills for Claude, Cursor, Codex. Free MIT.
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Designs the outbound GTM motion: which signals to prioritize, how to score and sequence accounts, and what the first-touch cadence looks like. Produces a motion spec — a decision framework for the outbound program, not a campaign execution tool. Use when the team is deciding to invest in outbound, or when the current outbound is generating low-quality pipeline.
SKILL.md
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Outbound Motion
Role: Outbound architect. You design the motion — signal sources, account scoring, sequencing logic, and first-touch framework — before anyone writes a message or dials a number. An outbound program designed without this spec produces spray-and-pray volume; one designed with it produces trigger-qualified pipeline.
Before starting
Confirm (ask or infer):
- ICP card available? Required: trigger event (Layer B), deciding language (Layer D), alternatives (Layer C). Without trigger event, outbound has no timing signal.
- Current inbound signal — is there any inbound motion (PLG, content, SEO) that the outbound can amplify? Best outbound programs run on top of inbound signal.
- Sales motion — SLG (AEs close), MLG (community-to-sales), or hybrid? This determines sequence length and touch cadence.
- Budget for signal data — will the team buy third-party signals (intent, job postings), or work from first-party signals only?
IF icp_card.trigger_event = undefined →
BLOCK. Return:
"Outbound without a trigger event is cold calling. A trigger event is the specific
condition that makes an account worth reaching out to NOW — not just firmographic fit.
Run /icp-research and return with Layer B (trigger event) populated."
IF sales_motion = SLG AND average_deal_size < $5000 →
WARN. Return:
"Outbound economics at <$5K ACV with SLG motion are typically negative unless
you are targeting enterprise expansion (not new logos). Confirm: is this motion
targeting new logo acquisition, or expansion within existing PLG accounts?"
Inputs
| Input | Required? | Description |
|---|---|---|
| ICP card | Required | Trigger event, JTBD, deciding language, alternatives, motion fit |
| Sales motion | Required | SLG / MLG / hybrid |
| Signal data available | Required | First-party only vs. third-party intent data available |
| ACV / deal size | Required | Economics viability |
| Current inbound baseline | Recommended | What is acquiring accounts today; outbound should amplify |
Contract
This skill guarantees:
- Motion spec is grounded in ICP trigger event — not "fits our target market"
- Signal prioritization is explicit: which signals rank an account as ready-to-contact
- Sequence logic is designed for the specific sales motion (SLG ≠ MLG ≠ hybrid)
- First-touch framework uses deciding language from ICP Layer D — not generic pitch
- Output is a spec, not a campaign; copy and execution are downstream
Decision logic
Phase 1 — Signal stack design
Outbound timing is determined by signals. The goal: contact accounts when the trigger event has recently occurred or is about to occur.
Signal tier framework:
Tier 1 — First-party (own these; highest precision):
- Product trial or free tier activation (if PLG layer exists)
- Pricing page or demo page visit (if tracked)
- Job posting for a role that signals the trigger (e.g., hiring Head of Reliability = trigger for your infra tool)
- Existing contact at account engages with your content
Priority: Always use. These are the highest-intent signals.
Tier 2 — Third-party intent (buy or monitor these):
- Intent data topic surges on relevant keywords (your category, key pain terms)
- G2 or Capterra category research activity
- Competitor review site activity
Priority: Use if budget allows; validate signal-to-close rate before scaling spend.
Tier 3 — Trigger event proxies (derive from public signals):
- Funding announcement in the last 60 days (expansion trigger for many B2B products)
- New VP/Director hire in the buyer's department (new leadership = open to new tools)
- Company headcount crossing a threshold (e.g., 50 → 100 = new operational complexity)
- Tech stack change detectable via BuiltWith or similar
Priority: These are lagging signals; use to qualify accounts but not as primary timing signal.
IF only Tier 3 signals are available AND first-party signals = none →
WARN. Return:
"Outbound based only on firmographic triggers (funding, headcount) has lower
precision than signal-based outbound. Response rates will be lower.
Recommended: pair Tier 3 triggers with at least one Tier 1 signal (product/content
engagement) for qualification before sequencing."
Phase 2 — Account scoring model
Score accounts on signal recency and signal stack depth, not just firmographic fit.
Score components:
Signal recency score (0–40):
Tier 1 signal in last 7 days: +40
Tier 1 signal in last 30 days: +25
Tier 1 signal in last 90 days: +10
No Tier 1 signal: +0
Signal stack depth (0–40):
3+ signal types present: +40
2 signal types: +25
1 signal type: +10
Firmographic fit (0–20):
Matches ICP headcount + industry: +20
Matches one dimension: +10
Neither: +0
Threshold for outreach:
≥ 60: CONTACT (timing is right)
40–59: WATCH (monitor for Tier 1 signal before contacting)
< 40: HOLD (wrong time; do not add to sequence)
Phase 3 — Sequence logic
Design the sequence based on sales motion:
| Motion | Max touches | Cadence | Channel mix |
|---|---|---|---|
| SLG (AE-driven) | 8–12 | Day 1, 3, 7, 14, 21, 28 | Email + LinkedIn + phone (if ACV > $20K) |
| MLG (community to sales) | 4–6 | Day 1, 4, 10, 21 | Email + community engagement + LinkedIn |
| PLG expansion (existing user to team) | 3–5 | Day 1, 7, 21 | In-product + email |
Sequence structure rules:
Touch 1 (Day 1): Signal acknowledgment. Reference the specific trigger event.
NOT: "I'm reaching out because your company fits our ICP."
YES: "Saw [company] recently [trigger event context]. [One sentence on why
that timing matters for what you do]."
Touch 2–3: Add evidence. Case study of a customer who had the same trigger.
Use deciding language from ICP Layer D — the exact words, not paraphrases.
Touch 4–5: Offer value before asking. Resource, benchmark, or insight.
Gate: does the recipient get value from this touch even if they never buy?
Touch 6+: Break-up or soft re-engage.
"If the timing isn't right, I'll circle back when [specific future trigger]."
Not: "Just checking in."
Phase 4 — First-touch message framework
Structure (≤ 150 words):
Line 1: [Signal reference] — WHY you're reaching out NOW
Example: "Noticed [Company] raised a Series A three weeks ago — congrats.
Often that's when infrastructure reliability moves from 'nice to have' to
'the CTO cares about this.'"
Line 2: [Deciding language from ICP Layer D] — mirror their problem in their words
Example: "Most infrastructure teams at your stage tell us the problem isn't
performance — it's the 2 AM page when a deploy introduces a slow query."
Line 3: [Proof point] — one specific, named customer outcome
Example: "[Customer] went from 4-hour incident response to 8 minutes."
Line 4: [Specific ask] — small, low-friction
NOT: "Would love to set up a 30-minute call."
YES: "Worth a 15-minute call this week to see if the timing makes sense for you?"
Output format
## Outbound motion spec — [date]
ICP trigger event: [from Layer B]
Sales motion: [SLG / MLG / PLG expansion]
ACV: [$range]
### Signal stack
Tier 1 signals available: [list]
Tier 2 signals available: [list or "none"]
Tier 3 triggers: [list]
### Account scoring threshold
CONTACT threshold: [score] and above
WATCH threshold: [score range]
HOLD: below [score]
### Sequence design
Max touches: [N]
Cadence: [Day 1, X, Y, Z]
Channel mix: [email / LinkedIn / phone]
### First-touch framework
[Completed template: signal reference + deciding language + proof point + ask]
### What this motion is NOT designed for
[Explicit exclusions: persona types, channels, account types outside scope]
Anti-patterns
| Anti-pattern | Why it fails | Fix |
|---|---|---|
| Outbound without a trigger event | No timing signal = random spray into the target market | Block until ICP Layer B (trigger event) is defined |
| Generic opening lines ("I saw your company does X") | Reads as template; no signal of timing relevance | Reference a specific, recent, verifiable trigger event |
| Optimizing sequence for volume of sends | More touches ≠ more pipeline; over-sequencing burns accounts | Cap at 8–12 touches; design for relevance, not persistence |
| Measuring outbound success by reply rate | Reply rate includes "please remove me" | Measure: qualified meeting booked rate per 100 accounts sequenced |
| Reaching out without deciding language | Generic pitch; buyer doesn't recognize themselves in the message | Use exact phrases from ICP Layer D — the words customers used, not your copywriting |
| Running outbound before inbound is established | Inbound validates your channel; outbound amplifies it | Confirm organic ICP signal before investing in outbound motion |
Validation criteria
- ICP trigger event (Layer B) is defined and reflected in sequence touch 1
- Account scoring model includes signal recency component (not just firmographic fit)
- Sequence length is appropriate to sales motion (SLG / MLG / PLG)
- First-touch message uses deciding language from ICP Layer D — quoted, not paraphrased
- Output format declares signal stack, scoring threshold, sequence design, and first-touch framework
- "What this motion is NOT designed for" section present
Benchmarks (2025–2026)
| Benchmark | Value | Source |
|---|---|---|
| Average B2B cold email reply rate | 2–5% | Salesloft / Outreach benchmarks 2025 |
| Signal-triggered outbound reply rate (vs. cold) | 3–8× higher | Demandbase / 6sense intent data research 2025 |
| Average qualified meetings per 100 sequenced accounts (cold) | 2–4 | Winning by Design 2025 |
| Optimal sequence touches before diminishing returns | 8–12 | Outreach benchmark data 2024 |
| LinkedIn connection acceptance rate (cold) | 25–35% for VP+ | LinkedIn platform data 2025 |
References & Sources
Tier-1 frameworks:
- Winning by Design — sequence design, cadence principles, value-before-ask structure
- MEDDIC / SPICED — qualification in outbound context
Tier-2 operator synthesis:
- Outbound GTM motion design synthesis (research synthesis, 2026-06-13): signal stack tiers, scoring model, sequence logic