Next-Move Marketing
How to market the /next-move prediction pipeline to developers. This skill covers positioning, messaging, content strategy, distribution, demos, and the playbook for getting the first 1,000 users — inspired by what worked for Cursor, Copilot, and the best developer tools.
Core insight: Developer tools sell on demonstrated capability, not promises. Cursor reached $100M ARR with zero marketing spend. The entire budget was product and demos. Next-move must follow the same playbook: show a developer their own repo being analyzed, and the product sells itself.
When to Use
Use for:
- Planning a next-move launch or content push
- Writing blog posts, tweets, or demos that showcase next-move
- Deciding between distribution channels (where to post)
- Crafting messaging for landing pages and README
- Evaluating pricing models and freemium strategy
- Creating "show don't tell" demo content
Do NOT use for:
- Defining customer personas -> use next-move-customer-persona
- Competitive landscape mapping -> use competitive-cartographer
- WinDAGs-wide ecosystem promotion -> use claude-ecosystem-promoter
- Pricing and business model analysis -> use indie-monetization-strategist
Positioning: The One-Sentence Pitch
For developers: "AI that reads your codebase and tells you exactly what to work on next."
For the ADHD community: "Never waste another hour deciding what to code. Just ask."
For consultants: "Walk into any repo cold and know the highest-impact thing to fix in 30 seconds."
Technical positioning: "/next-move is a 5-agent meta-DAG that analyzes your project context — git history, file structure, test coverage, dependency health, TODO comments — and recommends the highest-impact next action as an executable DAG of skills."
Positioning Against Alternatives
| "If you use X, next-move is..." |
Message |
| ChatGPT |
"Like asking ChatGPT what to work on, except it actually reads your code" |
| Copilot |
"Copilot writes code. next-move tells you which code to write" |
| Linear/Jira |
"Your ticket board shows what's assigned. next-move shows what matters" |
| Motion |
"Motion schedules your calendar. next-move reads your codebase" |
| Your own brain |
"You already know what to do. next-move just says it out loud so you can stop deliberating" |
The Demo-First Marketing Playbook
Principle: Show, Don't Tell
Developer marketing has one iron law: if you can't demo it in 60 seconds, you can't sell it. Next-move's advantage is that the demo is the product experience. The viewer watches their own problem being solved in real time.
The Canonical Demo Script (60 seconds)
[Terminal opens. Real repo visible.]
$ wg next-move
Analyzing project context...
- 847 files across 12 packages
- 34 open TODOs, 7 marked FIXME
- Test coverage: 72% (down from 78% last week)
- 3 stale branches with unmerged work
- Auth middleware has known vulnerability (CVE-2026-1234)
Your highest-impact next move:
Fix auth middleware vulnerability (CVE-2026-1234)
Impact: CRITICAL — blocks security audit and 2 downstream features
Estimated effort: 45 minutes
Skill: security-auditor + api-architect
Confidence: 0.91
Ready-to-execute DAG:
Wave 0: [research-cve-details]
Wave 1: [patch-session-handler, update-middleware-tests]
Wave 2: [integration-test, security-scan]
Run this DAG? [Y/n]
Why this demo works:
- Real repo, real data — not a toy example
- Identifies something the developer knows they should fix but hasn't
- Provides a specific, actionable plan — not vague advice
- Shows estimated effort — reduces fear of commitment
- Offers immediate execution — zero friction from insight to action
Demo Variations by Channel
| Channel |
Demo Format |
Length |
Key Element |
| Twitter/X |
Screen recording GIF |
15-30s |
Just the output — skip the analysis phase |
| Blog post |
Full terminal recording with narration |
2-5 min |
Show the before/after of a real session |
| Hacker News |
Text-based walkthrough in the post |
N/A |
Technical depth, show the 5-agent meta-DAG architecture |
| YouTube |
Narrated screen recording |
3-8 min |
Multiple repos, show cross-repo prioritization |
| Reddit (r/ClaudeAI) |
GIF + text explanation |
30s + text |
Focus on the "aha" moment, invite questions |
| Conference talk |
Live demo on audience member's repo |
5 min |
Highest risk, highest reward — real-time analysis |
Content Strategy: The 12-Week Launch Calendar
Phase 1: Seed (Weeks 1-4) — Build credibility before asking for attention
| Week |
Content |
Channel |
Goal |
| 1 |
Blog: "How I Use AI to Decide What to Code Next" |
windags.ai/blog, dev.to |
SEO + establish problem space |
| 2 |
Blog: "The /next-move Architecture: A 5-Agent Meta-DAG" |
windags.ai/blog, HN |
Technical credibility |
| 3 |
Tweet thread: 7-tweet breakdown of a real next-move session |
Twitter/X |
Awareness, show the product |
| 4 |
Blog: "Why ADHD Developers Need Code-Aware Task Prioritization" |
windags.ai/blog, Reddit |
Target persona 1 (Jamie) directly |
Phase 2: Grow (Weeks 5-8) — Demos and community engagement
| Week |
Content |
Channel |
Goal |
| 5 |
Terminal GIF demo: next-move on a popular OSS repo |
Twitter/X, Reddit, HN |
Viral potential — devs can verify the analysis |
| 6 |
Blog: "next-move vs. Motion vs. Linear: What Actually Helps Developers Prioritize" |
windags.ai/blog, dev.to |
Competitive positioning (fair, not hostile) |
| 7 |
YouTube: "I Let AI Plan My Entire Coding Day" |
YouTube, Twitter/X |
Personality-driven content |
| 8 |
Guest post or podcast appearance on a dev productivity show |
External |
Audience expansion |
Phase 3: Convert (Weeks 9-12) — Drive installation and usage
| Week |
Content |
Channel |
Goal |
| 9 |
"Try next-move on YOUR repo" interactive challenge |
Twitter/X, Discord |
User-generated content, social proof |
| 10 |
Blog: "What We Learned from 500 next-move Predictions" |
windags.ai/blog |
Data-driven credibility, anonymized insights |
| 11 |
Case study: Real developer's workflow transformation |
windags.ai/blog, LinkedIn |
Conversion-optimized content |
| 12 |
someclaudeskills.com feature: next-move skill deep-dive |
someclaudeskills.com |
Cross-promotion with skill marketplace |
Distribution Channels Ranked by ROI
Tier 1: High-intent, zero cost
| Channel |
Audience |
Tactic |
Expected Result |
| Hacker News |
500K+ technical developers |
"Show HN" post with honest, technical writing |
50-200 installs per front-page post |
| Twitter/X dev community |
High-engagement devs |
GIF demos, tweet threads, reply to "what tools do you use?" |
Sustained awareness, 10-30 installs/week |
| Reddit r/ClaudeAI |
Claude power users |
Demo posts, answer questions, contribute value first |
20-50 installs per post |
| Reddit r/ADHD + r/adhd_programmers |
Target persona 1 |
Genuine utility, not marketing. "I built this because I have ADHD too" |
30-100 installs per post (high conversion) |
Tier 2: Medium effort, high credibility
| Channel |
Audience |
Tactic |
Expected Result |
| Dev.to / Hashnode |
Broad developer audience |
SEO-optimized blog posts, cross-posted from windags.ai |
Long-tail traffic, 5-15 installs/week ongoing |
| YouTube |
Visual learners, tutorial seekers |
Screen recordings with narration |
Slow burn, compounds over months |
| Discord communities |
Claude, AI dev, indie hacker servers |
Helpful presence, share when relevant |
Trust-based, 5-10 installs/week |
| someclaudeskills.com |
Claude skill enthusiasts |
Featured skill, installation CTA |
Cross-sell existing audience |
Tier 3: Strategic, longer timeline
| Channel |
Audience |
Tactic |
Expected Result |
| Podcasts (Changelog, devtools.fm, Indie Hackers) |
Engaged dev audiences |
Guest appearance, tell the WinDAGs story |
Brand awareness, 50-100 installs per episode |
| Conference talks |
Conference attendees |
Live demo of next-move on an audience member's repo |
Viral moment potential, 100+ installs |
| LinkedIn |
Engineering managers, CTOs |
"How I reduced my team's sprint planning from 2 hours to 20 minutes" |
Persona 3 (Alex) conversion |
Messaging Framework
Headlines (A/B test these)
Problem-led:
- "Stop wasting 30 minutes deciding what to code"
- "Your repo already knows what needs attention"
- "The hardest bug is deciding which bug to fix first"
Solution-led:
- "AI that reads your codebase and tells you what to work on next"
- "
wg next-move — one command, instant clarity"
- "Every morning starts with a plan. Automatically."
Outcome-led:
- "Ship 2x faster by eliminating decision paralysis"
- "From 'I don't know where to start' to 'I'm already building' in 30 seconds"
- "What if you never had to decide what to code again?"
ADHD-specific (use with care — authentic only):
- "Built by a developer who was tired of staring at his repo for 20 minutes every morning"
- "Task initiation is the hardest part. We automated it."
- "Your executive function called in sick. next-move showed up instead."
Messaging Do's and Don'ts
| Do |
Don't |
| Use real terminal output in demos |
Use mockups or screenshots of hypothetical output |
| Show next-move being wrong sometimes (builds trust) |
Claim 100% accuracy or "always right" |
| Acknowledge ADHD authentically if the founder has it |
Co-opt ADHD language for marketing if inauthentic |
| Compare to specific tools fairly |
Trash competitors — devs see through it |
| Let the demo speak for itself |
Over-explain the architecture in marketing copy |
| Show time saved with real numbers |
Use vague claims like "boost productivity" |
Pricing Model Options
Option A: next-move is free forever (recommended for launch)
Rationale: Next-move is the acquisition channel for WinDAGs. The prediction is free. Executing the suggested DAG requires WinDAGs (free tier for small DAGs, paid for larger orchestrations).
Funnel: Free prediction -> "Run this DAG?" -> WinDAGs free tier -> WinDAGs Pro
Precedent: Cursor's free tier (2,000 completions) is the on-ramp to $20/mo Pro.
Option B: Freemium predictions
3 free next-move predictions per week. Unlimited with WinDAGs Pro ($20-40/mo).
Risk: Artificial friction on the acquisition channel. Reduces word-of-mouth.
Option C: next-move as standalone product
$5-10/mo for unlimited predictions. Separate from WinDAGs.
Risk: Splits the brand. Creates confusion about what WinDAGs is.
Recommendation: Option A. Make next-move free, make it amazing, let it be the reason people discover WinDAGs. The monetization happens when they want to execute the DAG, not when they want to see it.
The "Zero Marketing Spend" Playbook
Cursor reached $100M ARR with zero marketing budget. Their playbook is directly applicable:
Product IS the marketing: Every wg next-move invocation is a marketing event. If the output is good, users screenshot it and share it. Build for shareability.
Ship weekly, talk about it: Every new next-move capability (new analysis dimension, better skill matching, cross-repo support) is a content opportunity. Announce on Twitter, show the diff.
Engage authentically: Reply to every tweet that mentions WinDAGs or next-move. Answer every HN comment. Be present in Discord. This does not scale, and that is the point — it builds trust.
Let power users evangelize: Identify the 10 most active users and give them early access to features. They become volunteer advocates.
Compound content: Every blog post builds on the last. Week 1's "How I Use AI to Decide What to Code" links to Week 4's "Why ADHD Developers Need This" which links to Week 10's "What We Learned from 500 Predictions." The corpus becomes an SEO moat.
Metrics That Matter
Launch metrics (first 90 days)
| Metric |
Target |
Why |
wg next-move invocations |
1,000 |
Product usage = real adoption |
| Unique users |
200 |
People who tried it at least once |
| Repeat users (2+ sessions) |
50 |
Retention signal |
| DAG execution from next-move |
30 |
Conversion to WinDAGs |
| Blog post views |
5,000 |
Content reach |
| GitHub stars |
200 |
Social proof for Hacker News credibility |
Growth metrics (month 4-12)
| Metric |
Target |
Why |
| Weekly active users |
500 |
Sustainable usage |
| next-move -> DAG execution rate |
15% |
Conversion funnel health |
| Organic mentions (Twitter, Reddit, HN) |
10/week |
Word-of-mouth velocity |
| Blog traffic (monthly) |
10K |
Content flywheel working |
Anti-Patterns
- Do not launch with a waitlist. Developer tools with waitlists signal "we're not ready." Just ship it.
- Do not write marketing copy that sounds like marketing copy. Developers can smell it. Write like an engineer explaining what they built and why.
- Do not lead with the Windows 3.11 aesthetic in marketing. It's a delightful surprise when people discover it, not a selling point in the headline.
- Do not create a Product Hunt launch as the primary strategy. Product Hunt is a vanity metric — the Hacker News and Reddit developer communities have higher conversion rates.
- Do not market next-move and WinDAGs as the same thing. "AI that tells you what to do" and "AI that does it" are different value propositions for different moments. Market them distinctly even if they live in the same CLI.
- Do not make the first demo a video. Make it a GIF or terminal recording — developers want to see output, not listen to a voiceover.
- Do not target enterprise marketing channels before nailing the solo developer experience. Enterprise follows individual adoption in developer tools, not the other way around.
Quality Checklist
1---2name: next-move-marketing3description: Marketing strategy and execution for the /next-move prediction pipeline — positioning, messaging, content strategy, distribution channels, demos, and launch tactics. Activate on 'how to market next-move', 'next-move launch', 'next-move content strategy', 'developer marketing', 'next-move demo', 'next-move distribution', 'next-move pricing', 'show don't tell'. NOT for customer persona research (use next-move-customer-persona), general competitive analysis (use competitive-cartographer), or WinDAGs-wide marketing (use claude-ecosystem-promoter).4license: Apache-2.05---6
7# Next-Move Marketing
8
9How to market the `/next-move` prediction pipeline to developers. This skill covers positioning, messaging, content strategy, distribution, demos, and the playbook for getting the first 1,000 users — inspired by what worked for Cursor, Copilot, and the best developer tools.
10
11**Core insight**: Developer tools sell on *demonstrated capability*, not promises. Cursor reached $100M ARR with zero marketing spend. The entire budget was product and demos. Next-move must follow the same playbook: show a developer their own repo being analyzed, and the product sells itself.
12
13## When to Use
14
15**Use for:**
16- Planning a next-move launch or content push
17- Writing blog posts, tweets, or demos that showcase next-move
18- Deciding between distribution channels (where to post)
19- Crafting messaging for landing pages and README
20- Evaluating pricing models and freemium strategy
21- Creating "show don't tell" demo content
22
23**Do NOT use for:**
24- Defining customer personas -> use **next-move-customer-persona**
25- Competitive landscape mapping -> use **competitive-cartographer**
26- WinDAGs-wide ecosystem promotion -> use **claude-ecosystem-promoter**
27- Pricing and business model analysis -> use **indie-monetization-strategist**
28
29---
30
31## Positioning: The One-Sentence Pitch
32
33**For developers**: "AI that reads your codebase and tells you exactly what to work on next."
34
35**For the ADHD community**: "Never waste another hour deciding what to code. Just ask."
36
37**For consultants**: "Walk into any repo cold and know the highest-impact thing to fix in 30 seconds."
38
39**Technical positioning**: "/next-move is a 5-agent meta-DAG that analyzes your project context — git history, file structure, test coverage, dependency health, TODO comments — and recommends the highest-impact next action as an executable DAG of skills."
40
41### Positioning Against Alternatives
42
43| "If you use X, next-move is..." | Message |
44|----------------------------------|---------|
45| ChatGPT | "Like asking ChatGPT what to work on, except it actually reads your code" |
46| Copilot | "Copilot writes code. next-move tells you *which* code to write" |
47| Linear/Jira | "Your ticket board shows what's assigned. next-move shows what *matters*" |
48| Motion | "Motion schedules your calendar. next-move reads your codebase" |
49| Your own brain | "You already know what to do. next-move just says it out loud so you can stop deliberating" |
50
51---
52
53## The Demo-First Marketing Playbook
54
55### Principle: Show, Don't Tell
56
57Developer marketing has one iron law: **if you can't demo it in 60 seconds, you can't sell it**. Next-move's advantage is that the demo *is* the product experience. The viewer watches their own problem being solved in real time.
58
59### The Canonical Demo Script (60 seconds)
60
61```
62[Terminal opens. Real repo visible.]
63$ wg next-move
64
65Analyzing project context...
66 - 847 files across 12 packages
67 - 34 open TODOs, 7 marked FIXME
68 - Test coverage: 72% (down from 78% last week)
69 - 3 stale branches with unmerged work
70 - Auth middleware has known vulnerability (CVE-2026-1234)
71
72Your highest-impact next move:
73
74 Fix auth middleware vulnerability (CVE-2026-1234)
75 Impact: CRITICAL — blocks security audit and 2 downstream features
76 Estimated effort: 45 minutes
77 Skill: security-auditor + api-architect
78 Confidence: 0.91
79
80 Ready-to-execute DAG:
81 Wave 0: [research-cve-details]
82 Wave 1: [patch-session-handler, update-middleware-tests]
83 Wave 2: [integration-test, security-scan]
84
85 Run this DAG? [Y/n]
86```
87
88**Why this demo works**:
891. Real repo, real data — not a toy example
902. Identifies something the developer *knows* they should fix but hasn't
913. Provides a specific, actionable plan — not vague advice
924. Shows estimated effort — reduces fear of commitment
935. Offers immediate execution — zero friction from insight to action
94
95### Demo Variations by Channel
96
97| Channel | Demo Format | Length | Key Element |
98|---------|-------------|--------|-------------|
99| Twitter/X | Screen recording GIF | 15-30s | Just the output — skip the analysis phase |
100| Blog post | Full terminal recording with narration | 2-5 min | Show the before/after of a real session |
101| Hacker News | Text-based walkthrough in the post | N/A | Technical depth, show the 5-agent meta-DAG architecture |
102| YouTube | Narrated screen recording | 3-8 min | Multiple repos, show cross-repo prioritization |
103| Reddit (r/ClaudeAI) | GIF + text explanation | 30s + text | Focus on the "aha" moment, invite questions |
104| Conference talk | Live demo on audience member's repo | 5 min | Highest risk, highest reward — real-time analysis |
105
106---
107
108## Content Strategy: The 12-Week Launch Calendar
109
110### Phase 1: Seed (Weeks 1-4) — Build credibility before asking for attention
111
112| Week | Content | Channel | Goal |
113|------|---------|---------|------|
114| 1 | Blog: "How I Use AI to Decide What to Code Next" | windags.ai/blog, dev.to | SEO + establish problem space |
115| 2 | Blog: "The /next-move Architecture: A 5-Agent Meta-DAG" | windags.ai/blog, HN | Technical credibility |
116| 3 | Tweet thread: 7-tweet breakdown of a real next-move session | Twitter/X | Awareness, show the product |
117| 4 | Blog: "Why ADHD Developers Need Code-Aware Task Prioritization" | windags.ai/blog, Reddit | Target persona 1 (Jamie) directly |
118
119### Phase 2: Grow (Weeks 5-8) — Demos and community engagement
120
121| Week | Content | Channel | Goal |
122|------|---------|---------|------|
123| 5 | Terminal GIF demo: next-move on a popular OSS repo | Twitter/X, Reddit, HN | Viral potential — devs can verify the analysis |
124| 6 | Blog: "next-move vs. Motion vs. Linear: What Actually Helps Developers Prioritize" | windags.ai/blog, dev.to | Competitive positioning (fair, not hostile) |
125| 7 | YouTube: "I Let AI Plan My Entire Coding Day" | YouTube, Twitter/X | Personality-driven content |
126| 8 | Guest post or podcast appearance on a dev productivity show | External | Audience expansion |
127
128### Phase 3: Convert (Weeks 9-12) — Drive installation and usage
129
130| Week | Content | Channel | Goal |
131|------|---------|---------|------|
132| 9 | "Try next-move on YOUR repo" interactive challenge | Twitter/X, Discord | User-generated content, social proof |
133| 10 | Blog: "What We Learned from 500 next-move Predictions" | windags.ai/blog | Data-driven credibility, anonymized insights |
134| 11 | Case study: Real developer's workflow transformation | windags.ai/blog, LinkedIn | Conversion-optimized content |
135| 12 | someclaudeskills.com feature: next-move skill deep-dive | someclaudeskills.com | Cross-promotion with skill marketplace |
136
137---
138
139## Distribution Channels Ranked by ROI
140
141### Tier 1: High-intent, zero cost
142
143| Channel | Audience | Tactic | Expected Result |
144|---------|----------|--------|-----------------|
145| **Hacker News** | 500K+ technical developers | "Show HN" post with honest, technical writing | 50-200 installs per front-page post |
146| **Twitter/X dev community** | High-engagement devs | GIF demos, tweet threads, reply to "what tools do you use?" | Sustained awareness, 10-30 installs/week |
147| **Reddit r/ClaudeAI** | Claude power users | Demo posts, answer questions, contribute value first | 20-50 installs per post |
148| **Reddit r/ADHD + r/adhd_programmers** | Target persona 1 | Genuine utility, not marketing. "I built this because I have ADHD too" | 30-100 installs per post (high conversion) |
149
150### Tier 2: Medium effort, high credibility
151
152| Channel | Audience | Tactic | Expected Result |
153|---------|----------|--------|-----------------|
154| **Dev.to / Hashnode** | Broad developer audience | SEO-optimized blog posts, cross-posted from windags.ai | Long-tail traffic, 5-15 installs/week ongoing |
155| **YouTube** | Visual learners, tutorial seekers | Screen recordings with narration | Slow burn, compounds over months |
156| **Discord communities** | Claude, AI dev, indie hacker servers | Helpful presence, share when relevant | Trust-based, 5-10 installs/week |
157| **someclaudeskills.com** | Claude skill enthusiasts | Featured skill, installation CTA | Cross-sell existing audience |
158
159### Tier 3: Strategic, longer timeline
160
161| Channel | Audience | Tactic | Expected Result |
162|---------|----------|--------|-----------------|
163| **Podcasts** (Changelog, devtools.fm, Indie Hackers) | Engaged dev audiences | Guest appearance, tell the WinDAGs story | Brand awareness, 50-100 installs per episode |
164| **Conference talks** | Conference attendees | Live demo of next-move on an audience member's repo | Viral moment potential, 100+ installs |
165| **LinkedIn** | Engineering managers, CTOs | "How I reduced my team's sprint planning from 2 hours to 20 minutes" | Persona 3 (Alex) conversion |
166
167---
168
169## Messaging Framework
170
171### Headlines (A/B test these)
172
173**Problem-led**:
174- "Stop wasting 30 minutes deciding what to code"
175- "Your repo already knows what needs attention"
176- "The hardest bug is deciding which bug to fix first"
177
178**Solution-led**:
179- "AI that reads your codebase and tells you what to work on next"
180- "`wg next-move` — one command, instant clarity"
181- "Every morning starts with a plan. Automatically."
182
183**Outcome-led**:
184- "Ship 2x faster by eliminating decision paralysis"
185- "From 'I don't know where to start' to 'I'm already building' in 30 seconds"
186- "What if you never had to decide what to code again?"
187
188**ADHD-specific** (use with care — authentic only):
189- "Built by a developer who was tired of staring at his repo for 20 minutes every morning"
190- "Task initiation is the hardest part. We automated it."
191- "Your executive function called in sick. next-move showed up instead."
192
193### Messaging Do's and Don'ts
194
195| Do | Don't |
196|----|-------|
197| Use real terminal output in demos | Use mockups or screenshots of hypothetical output |
198| Show next-move being *wrong* sometimes (builds trust) | Claim 100% accuracy or "always right" |
199| Acknowledge ADHD authentically if the founder has it | Co-opt ADHD language for marketing if inauthentic |
200| Compare to specific tools fairly | Trash competitors — devs see through it |
201| Let the demo speak for itself | Over-explain the architecture in marketing copy |
202| Show time saved with real numbers | Use vague claims like "boost productivity" |
203
204---
205
206## Pricing Model Options
207
208### Option A: next-move is free forever (recommended for launch)
209
210**Rationale**: Next-move is the *acquisition channel* for WinDAGs. The prediction is free. Executing the suggested DAG requires WinDAGs (free tier for small DAGs, paid for larger orchestrations).
211
212**Funnel**: Free prediction -> "Run this DAG?" -> WinDAGs free tier -> WinDAGs Pro
213
214**Precedent**: Cursor's free tier (2,000 completions) is the on-ramp to $20/mo Pro.
215
216### Option B: Freemium predictions
217
2183 free next-move predictions per week. Unlimited with WinDAGs Pro ($20-40/mo).
219
220**Risk**: Artificial friction on the acquisition channel. Reduces word-of-mouth.
221
222### Option C: next-move as standalone product
223
224$5-10/mo for unlimited predictions. Separate from WinDAGs.
225
226**Risk**: Splits the brand. Creates confusion about what WinDAGs is.
227
228**Recommendation**: Option A. Make next-move free, make it amazing, let it be the reason people discover WinDAGs. The monetization happens when they want to *execute* the DAG, not when they want to *see* it.
229
230---
231
232## The "Zero Marketing Spend" Playbook
233
234Cursor reached $100M ARR with zero marketing budget. Their playbook is directly applicable:
235
2361. **Product IS the marketing**: Every `wg next-move` invocation is a marketing event. If the output is good, users screenshot it and share it. Build for shareability.
237
2382. **Ship weekly, talk about it**: Every new next-move capability (new analysis dimension, better skill matching, cross-repo support) is a content opportunity. Announce on Twitter, show the diff.
239
2403. **Engage authentically**: Reply to every tweet that mentions WinDAGs or next-move. Answer every HN comment. Be present in Discord. This does not scale, and that is the point — it builds trust.
241
2424. **Let power users evangelize**: Identify the 10 most active users and give them early access to features. They become volunteer advocates.
243
2445. **Compound content**: Every blog post builds on the last. Week 1's "How I Use AI to Decide What to Code" links to Week 4's "Why ADHD Developers Need This" which links to Week 10's "What We Learned from 500 Predictions." The corpus becomes an SEO moat.
245
246---
247
248## Metrics That Matter
249
250### Launch metrics (first 90 days)
251
252| Metric | Target | Why |
253|--------|--------|-----|
254| `wg next-move` invocations | 1,000 | Product usage = real adoption |
255| Unique users | 200 | People who tried it at least once |
256| Repeat users (2+ sessions) | 50 | Retention signal |
257| DAG execution from next-move | 30 | Conversion to WinDAGs |
258| Blog post views | 5,000 | Content reach |
259| GitHub stars | 200 | Social proof for Hacker News credibility |
260
261### Growth metrics (month 4-12)
262
263| Metric | Target | Why |
264|--------|--------|-----|
265| Weekly active users | 500 | Sustainable usage |
266| next-move -> DAG execution rate | 15% | Conversion funnel health |
267| Organic mentions (Twitter, Reddit, HN) | 10/week | Word-of-mouth velocity |
268| Blog traffic (monthly) | 10K | Content flywheel working |
269
270---
271
272## Anti-Patterns
273
274- Do not launch with a waitlist. Developer tools with waitlists signal "we're not ready." Just ship it.
275- Do not write marketing copy that sounds like marketing copy. Developers can smell it. Write like an engineer explaining what they built and why.
276- Do not lead with the Windows 3.11 aesthetic in marketing. It's a delightful surprise when people discover it, not a selling point in the headline.
277- Do not create a Product Hunt launch as the *primary* strategy. Product Hunt is a vanity metric — the Hacker News and Reddit developer communities have higher conversion rates.
278- Do not market next-move and WinDAGs as the same thing. "AI that tells you what to do" and "AI that does it" are different value propositions for different moments. Market them distinctly even if they live in the same CLI.
279- Do not make the first demo a video. Make it a GIF or terminal recording — developers want to see output, not listen to a voiceover.
280- Do not target enterprise marketing channels before nailing the solo developer experience. Enterprise follows individual adoption in developer tools, not the other way around.
281
282## Quality Checklist
283
284- [ ] Positioning statement is one sentence that a developer can repeat to a friend
285- [ ] Demo script takes under 60 seconds and uses a real repo
286- [ ] Content calendar has at least 8 weeks of planned content
287- [ ] Distribution channels are ranked by expected ROI with specific tactics
288- [ ] Messaging framework includes problem-led, solution-led, and outcome-led variants
289- [ ] Pricing recommendation is justified with precedent from other dev tools
290- [ ] Metrics are specific, time-bound, and tied to business outcomes
291- [ ] Anti-patterns protect against the most common developer tool marketing mistakes
292- [ ] Zero marketing spend playbook is actionable without hiring