datatools-dev/docs/NEXT-STEPS.md

# Next Steps — from "code complete" to first paying customer

> Creator-only. The runnable checklist that takes the operator from
> the current state (1,729 tests passing, 6 tools shipped, 0 paying
> customers) through launch and into the first 90 days.
> **Version**: 1.0 · **Adopted**: 2026-05-01

This document is the **single answer** to "what now?". Every line
item has an owner, a time estimate, a blocker, a cost, and the
external dependency that makes it un-shippable today. Items are
ordered by **must-finish-before-the-next-item** — work top-down.

Cross-references:
- Strategy: `PLAN.md` (the 8 strategic moves + the 90-day sequence)
- Demo specs: `DEMO-PLAN.md`
- Deployment mechanics: `DEPLOYMENT.md`
- Post-launch measurement: `POST-LAUNCH.md`
- Locked criteria: `DECISIONS.md` §1

Status legend:
- **🟢** Done — the asset exists in this repo
- **🟡** Buildable now — no external dependency needed
- **🟠** External dependency — needs an account / signup / payment
- **🔴** Manual / requires user input that can't be automated

---

## Phase 0 · What's already done (skip ahead)

| ✓ | Item | Where it lives |
|---|------|----------------|
| 🟢 | 6 of 9 tools shipped (Dedup, Text, Format, Missing, Column-Map, Pipeline) | `src/core/`, `src/cli_*.py`, `src/gui/pages/` |
| 🟢 | Pipeline Runner (the retention multiplier per `PLAN.md` §2.6) | `src/core/pipeline.py`, `src/cli_pipeline.py`, `src/gui/pages/9_Pipeline_Runner.py` |
| 🟢 | 1,729 passing tests · 0 skipped · 0 xfailed | `tests/` |
| 🟢 | 3 niche demo datasets + pre-tuned pipeline JSONs | `samples/demo/` |
| 🟢 | Streamlit demo app + Cloud entry shim | `streamlit_app.py`, `src/gui/app_demo.py` |
| 🟢 | 3 niche landing pages + apex chooser + shared CSS | `landing/` |
| 🟢 | Landing-page deploy script (URL-substitution + sitemap + 404 + favicon) | `landing/deploy.py` |
| 🟢 | Strategic plan + demo plan + post-launch measurement plan + deployment doc | `docs/PLAN.md`, `DEMO-PLAN.md`, `POST-LAUNCH.md`, `DEPLOYMENT.md` |
| 🟢 | PyInstaller bundle scaffold (spec + launcher + Streamlit hook + README) | `build/` |
| 🟢 | Customer-facing copy single-source-of-truth (landing + demo + email subjects + Gumroad listing) | `marketing/COPY.md` |
| 🟢 | 9 niche-community post drafts (3 posts × 3 niches: bookkeeper, revops, shopify-pet) | `marketing/community-posts/` |
| 🟢 | 18 email drafts (Gumroad delivery + 5-touch onboarding × 3 niches) | `marketing/emails/` |

---

## Phase 1 · Stand the funnel up (target: end of week 1, ~6 hours total work)

The bottleneck right now is **distribution, not feature count**.
Everything in this phase is about turning code into a URL the user
can hit.

### 1.1 — 🟠 Push to GitHub (5 min)

| | |
|---|---|
| **What** | `git init` (if not already), commit, push to a private or public GitHub repo. |
| **Why** | Cloud deploy services need a Git source. Streamlit Community Cloud auto-deploys on push to `main`. |
| **External dependency** | A GitHub account (free). |
| **Cost** | $0. |
| **Blocked by** | Nothing. |

### 1.2 — 🟠 Deploy the demo to Streamlit Community Cloud (15 min)

| | |
|---|---|
| **What** | Follow `DEPLOYMENT.md` Part 1. Result: a public URL like `https://datatools-demo.streamlit.app`. |
| **Why** | The landing pages embed this in their iframe. Without it, every "Run pipeline" button on the landing pages 404s. |
| **External dependency** | Free Streamlit Community Cloud account, signed in via GitHub. |
| **Cost** | $0. |
| **Blocked by** | 1.1 (the repo must be on GitHub). |
| **Watch out for** | First build takes 2–3 min while Cloud installs deps. Subsequent deploys < 30 s. |

### 1.3 — 🟠 Buy the apex domain (5 min, ~$15/year)

| | |
|---|---|
| **What** | Register `datatools.app` (or whichever) at any registrar. Point the nameservers at Cloudflare. |
| **Why** | The landing-page canonical URLs and CTA buttons refer to this domain. Pages can deploy to a free `*.pages.dev` URL first if you want to defer this. |
| **External dependency** | A registrar account; payment method. |
| **Cost** | ~$15/year. Within `BUSINESS.md` §9 cost cap. |
| **Blocked by** | Nothing — can run in parallel with 1.1 / 1.2. |

### 1.4 — 🟠 Deploy the landing pages to Cloudflare Pages (15 min)

| | |
|---|---|
| **What** | Follow `DEPLOYMENT.md` Part 2. Run `python3 landing/deploy.py` with the operator's URLs in `deploy.config.json`, then `wrangler pages deploy landing/dist` (or drag-drop). |
| **Why** | This is the marketing surface. Three persona URLs go live as soon as it deploys. |
| **External dependency** | Free Cloudflare account; Wrangler CLI (optional — drag-drop works too). |
| **Cost** | $0. |
| **Blocked by** | 1.2 (the demo URL goes into `deploy.config.json`); ideally 1.3 for the custom domain. |
| **Watch out for** | The `deploy.config.json` file is gitignored — your real URLs never get committed. |

### 1.5 — 🟠 Open a Gumroad listing (15 min) **— stub for now**

| | |
|---|---|
| **What** | Create a Gumroad account, draft a listing with a single screenshot + the landing-page copy, set price to $49. Don't enable purchases yet — leave it as a draft. |
| **Why** | The CTA buttons on the landing pages link to `gumroad.com/l/datatools?from=<persona>`. Until the listing exists, those buttons 404. |
| **External dependency** | Free Gumroad account; Stripe-connected payout method (defer to Phase 2). |
| **Cost** | $0 to draft, ~10% per sale once live. |
| **Blocked by** | Nothing — can run in parallel with 1.1–1.4. |
| **Watch out for** | The listing URL must be `gumroad.com/l/datatools` to match the landing-page hard-coded CTAs. If you pick a different slug, update `landing/deploy.config.json` → `gumroad_listing` and re-run `deploy.py`. |

### 1.6 — 🟡 End-to-end smoke verification (10 min)

| | |
|---|---|
| **What** | Run the four `curl` commands from `DEPLOYMENT.md` Part 4. All four landing pages, all three demo personas, sitemap.xml. |
| **Why** | First time something can break is the moment a real user hits it. Ten minutes of `curl` saves a week of "why is conversion zero." |
| **External dependency** | None. |
| **Cost** | $0. |
| **Blocked by** | 1.4 + 1.2. |

---

## Phase 2 · Make it sellable (target: end of week 2)

### 2.1 — 🟠 Apple Developer Program enrollment (5 min to start, 1–2 weeks lead)

| | |
|---|---|
| **What** | Per `BUSINESS.md` §10. Required for code-signing the macOS installer. |
| **External dependency** | Apple ID + government-issued ID (individual) or D-U-N-S number (org). |
| **Cost** | $99/year. |
| **Blocked by** | Nothing — start ASAP because of the 1–2 week approval window. The pipeline waits on this; nothing else does. |

### 2.2 — 🟢 PyInstaller spec + cross-platform build *(scaffold shipped — runs need per-OS hosts)*

| | |
|---|---|
| **What** | `build/datatools.spec` + `build/launcher.py` + `build/hooks/hook-streamlit.py` bundle the Streamlit GUI + all 6 tools + samples into one app. Folder-mode (one-dir) by default; Mac `.dmg`, Windows `.exe`, Linux `.tar.gz`. Per-platform recipe in `build/README.md`. |
| **Why** | The buyer's deliverable. Without this, there is nothing to attach to the Gumroad listing. |
| **External dependency** | `pip install pyinstaller`. None for Linux/Mac builds. Windows builds need a Windows machine or a CI matrix runner. |
| **Cost** | $0 (GitHub Actions matrix runners are free for public repos). |
| **Blocked by** | Nothing for the spec; 2.1 for the signed Mac build. |
| **Watch out for** | Streamlit's bundle size lands around 300–500 MB per `DECISIONS.md` §4c — accepted tradeoff. PyInstaller cross-compilation isn't supported — Mac builds need a Mac, Windows builds need a Windows host. |
| **Where it lives** | `build/datatools.spec`, `build/launcher.py`, `build/hooks/hook-streamlit.py`, `build/README.md` |

### 2.3 — 🟡 macOS sign + notarize (30 min once Apple Dev is approved)

| | |
|---|---|
| **What** | Sign the `.dmg`, submit to Apple's notarization service, staple the ticket. |
| **Why** | Without it, Gatekeeper hard-blocks the install with no obvious way out (per `BUSINESS.md` §10). The buyer gives up. |
| **External dependency** | Apple Developer Program (2.1). |
| **Cost** | $0 incremental over 2.1. |
| **Blocked by** | 2.1 + 2.2. |

### 2.4 — 🟢 Refund policy + license + Gumroad listing copy *(drafted in COPY.md)*

| | |
|---|---|
| **What** | A clear refund policy (30-day no-questions) + a software licence text + the Gumroad listing description. |
| **Why** | Required by Gumroad's terms; surfaces on the listing page; protects against buyer disputes. |
| **External dependency** | None — operator authoring. |
| **Cost** | $0. |
| **Blocked by** | Nothing. |
| **Where it lives** | `marketing/COPY.md` § 5 (Gumroad listing — full title / tagline / description / bullets / refund text / tags). Refund window is also referenced in COPY.md § 0 so it stays consistent across surfaces. |
| **Still to author** | A short licence text (one-time perpetual use, no redistribution) — not in COPY.md yet. Recommend Polyform Strict 1.0.0 or a 10-line bespoke text. |

### 2.5 — 🟠 Activate the Gumroad listing (15 min)

| | |
|---|---|
| **What** | Upload the cross-platform installers from 2.2/2.3, paste the copy from 2.4, set $49 price, enable purchases, configure Stripe payout. |
| **Why** | This is the "buy" button finally working. |
| **External dependency** | Gumroad + Stripe account; the installers from 2.2/2.3. |
| **Cost** | ~10 % per sale. |
| **Blocked by** | 2.2, 2.3, 2.4. |

---

## Phase 3 · First-traffic ignition (target: end of week 4)

Per `PLAN.md` §3 and `BUSINESS.md` §7 channel priorities. The strict
no-touch constraint of `DECISIONS.md` §1 #8 makes channel choice
matter — these are the only ones that fit.

### 3.1 — 🟢 First niche-community post *(9 drafts ready — pick one and personalize)*

| | |
|---|---|
| **What** | One value-first post in one niche-relevant community (e.g. r/Bookkeeping, r/revops, r/shopify; IndieHackers; niche Slacks/Discords). Lead with the demo URL, not the buy URL. |
| **Why** | Marketplaces alone don't drive discovery. Communities are the only first-touch channel that works under no-touch. |
| **External dependency** | Account in the chosen community; understand its self-promotion rules. |
| **Cost** | $0. |
| **Blocked by** | 1.4 (demo URL must work). |
| **Hint** | Pick the niche the operator knows best. Don't post all three drafts in the same community in the same week — see `marketing/community-posts/README.md` for cadence guidance. |
| **Where it lives** | `marketing/community-posts/{bookkeeper,revops,shopify-pet}/0{1-story,2-tip,3-soft-offer}.md` — 3 posts × 3 niches = 9 drafts. |

### 3.2 — 🟡 First long-tail SEO blog post (4–6 hours)

| | |
|---|---|
| **What** | One 800–1,500-word post on `datatools.app/blog/` (sub-route of Cloudflare Pages or Substack) targeting one niche keyword from `BUSINESS.md` §7. Topic: a real problem you've encountered, the cleanup steps, the demo URL at the end. |
| **Why** | Compounding asset — `BUSINESS.md` §2 says SEO pays in 6–18 months, not week 1. Don't mistake it for an early-stage channel. |
| **External dependency** | None. |
| **Cost** | $0. |
| **Blocked by** | Nothing. |

### 3.3 — 🟡 Cloudflare Web Analytics + event counters (45 min)

| | |
|---|---|
| **What** | Enable Cloudflare Web Analytics on the Pages project (one click). Add a tiny inline `<script>` to each landing page that fires `cta_clicked` when the buy button is hit, before redirecting. Per `POST-LAUNCH.md` §1. |
| **Why** | Without this, the post-launch checklist is unrunnable. |
| **External dependency** | Cloudflare account (already from 1.4). |
| **Cost** | $0. |
| **Blocked by** | 1.4. |
| **Hint** | The Gumroad webhook captures `?from=<persona>` automatically — no extra wiring. |

### 3.4 — 🟢 Email autoresponder *(18 drafts ready — paste into provider)*

| | |
|---|---|
| **What** | Gumroad's built-in delivery email plus a **5-touch** onboarding sequence (Day 1, 3, 7, 14, 30) per niche. Per-niche segmentation via Gumroad's "What do you do?" custom field at checkout. |
| **Why** | Increases activation, reduces refund risk, surfaces support questions while volume is small. The Day-1 email in particular drives buyers from "I bought it" to "I ran it" — buyers who don't open within 72h refund at ~3× the rate of buyers who do. |
| **External dependency** | Gumroad delivery is built-in. The 5-touch sequence needs an email service that supports tag-based drips (Buttondown is the cheapest fit; ConvertKit if you want HTML editor; Resend if you'll script it). |
| **Cost** | $0–$30/month per `BUSINESS.md` §9. |
| **Blocked by** | 2.5. |
| **Where it lives** | `marketing/emails/{bookkeeper,revops,shopify-pet}/{00-delivery,01-day1,02-day3,03-day7,04-day14,05-day30}.md` — 6 emails × 3 niches = 18 drafts. Variables (`{{first_name}}`, `{{download_url}}`, `{{sample_file_url}}`, `{{landing_page}}`) are listed in `marketing/emails/README.md`. |
| **Sequence policy** | Pause if buyer replies (until you reply); kill on refund request; skip Day 14 + 30 if buyer has already engaged via support. See `marketing/emails/README.md` for full quiet rules. |

---

## Phase 4 · First-buyer trigger and review

Per `PLAN.md` §4 decision triggers and `POST-LAUNCH.md` §4.

### 4.1 — 🟢 Run the monthly review (30 min, first Monday after launch)

| | |
|---|---|
| **What** | Follow `POST-LAUNCH.md` §2 — pull last-30-days demo events + Gumroad sales + refunds, compute the five numbers, decide ONE change. |
| **Why** | Without this discipline, the funnel drifts and the operator changes 5 things at once and learns nothing. |
| **External dependency** | None — analytics from 3.3, sales from 2.5. |
| **Cost** | $0. |
| **Blocked by** | 3.3 + 2.5. |

### 4.2 — 🟢 First paying customer (target: 90 days)

| | |
|---|---|
| **What** | The actual first sale. |
| **Why** | Per `BUSINESS.md` §6: validates the funnel; not the business. |
| **Trigger action** | Continue, no plan change. Make the first $1k/month within month 6. |

### 4.3 — 🔴 Zero-paid-in-90-days fallback (only fires if 4.2 doesn't)

| | |
|---|---|
| **What** | Per `POST-LAUNCH.md` §4 — audit the funnel, not the features. Run a 1-week outbound experiment to 30 niche contacts as a control (per `BUSINESS.md` §8 the no-touch revisit is allowed below $5k MRR if it produces signal). |
| **Why** | Distinguishes "no reach" from "no conversion" — they need different fixes. |
| **External dependency** | Operator's time. |
| **Cost** | The 10 hr/wk allocation already exists; this displaces other work. |
| **Blocked by** | The 90-day calendar trigger from 4.2. |

---

## Phase 5 · Steady state — what NOT to build

Per `PLAN.md` §5 (anti-temptations) and `DECISIONS.md` §8 (re-lock
triggers). The trap is treating "more code" as the answer when the
data says "more reach" or "more conversion." The five forbidden
moves until $5k/mo MRR:

| | Why locked |
|---|---|
| ❌ More tools (06–08) | `PLAN.md` §2.1 distribution-gate. Tool 09 was the exception; no others until first paid customer + one external review. |
| ❌ SaaS pivot | `DECISIONS.md` §4 — recurring infra conflicts with the lifestyle constraint. |
| ❌ Live chat / sales calls | `DECISIONS.md` §1 #8 — no-touch is locked until $5k/mo. |
| ❌ Custom integrations / one-off consulting | Breaks "build once, sell many." |
| ❌ Going broad on personas | `PLAN.md` §5 — "all small businesses" converts at 1 %; vertical converts at 5–15 %. |

---

## Triage table — what blocks what

```
Phase 1 (week 1)              Phase 2 (week 2)         Phase 3 (week 4)
┌──────────────┐              ┌──────────────┐         ┌──────────────┐
│ 1.1 Push GH  │──────────┐   │ 2.1 Apple    │ ───┐    │ 3.1 Community│
│ 1.2 Demo     │──┐       ├──▶│   Dev (1-2w) │    │    │ 3.2 SEO post │
│ 1.3 Domain   │  │       │   │ 2.2 Build    │ ───┤    │ 3.3 Analytics│
│ 1.4 Pages    │◀─┘       │   │ 2.3 Sign     │ ───┤    │ 3.4 Emails   │
│ 1.5 Gumroad  │──────────┘   │ 2.4 Copy     │    │    └──────────────┘
│ 1.6 Verify   │              │ 2.5 Activate │ ◀──┘
└──────────────┘              └──────────────┘            ↓
                                                  ┌──────────────┐
                                                  │ 4.1 Monthly  │
                                                  │ 4.2 First $  │
                                                  │ 4.3 Fallback │
                                                  └──────────────┘
```

The longest blocking path is **2.1 Apple Developer Program**
(1–2 weeks). Start it on day 1 of week 1 — it unblocks everything in
Phase 2 and you can do all of Phase 1 while waiting.

---

## Time estimate — total operator time

| Phase | Hours | Wall-clock |
|---|---|---|
| Phase 1 | ~1 hour | end of week 1 (mostly waiting for builds) |
| Phase 2 | ~1 day | end of week 2 (gated by Apple Dev approval) |
| Phase 3 | ~6 hours | week 3–4 |
| Phase 4 | 30 min/month | ongoing |
| **Total to launch** | **~12 hours of operator time** | **~14 days wall-clock** |

Well inside the 10 hr/wk constraint of `DECISIONS.md` §1 #2.

---

## The thing that decides whether the plan works

Not the build. Not the deploy. Not even the first sale.

**The discipline of running the monthly review** in Phase 4 — and the
"decide ONE thing per month" rule from `POST-LAUNCH.md` §2 — is what
separates "this product exists" from "this product compounds." Every
feature added before the funnel is measured is a guess; every change
made after the monthly review is informed.

Don't skip 4.1.