Northstar Forge
98-page PDF Playbook · $27

Build a $10k/month directory business with OpenClaw.

The step-by-step playbook we use to ship a portfolio of programmatic-SEO directory sites. Every script, prompt, and decision tree is in active use. Not theory — the file you reach for when you sit down to build the next site.

The OpenClaw Directory Playbook — 98-page PDF$27
+ OpenClaw Directory Skills bundle bonusfree $19
+ OpenClaw Quickstart for Operators — 87-page PDF bonusfree $19
Total value$65
today $27
Get bundle for $27
Directory bundle offer ends today
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Instant PDF download · No subscription · No DRM
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Most people who try to build a directory site fail in the same place: they pick the wrong niche, overbuild the template, source data they can't verify, then spend six months wondering why nothing ranks.

The build engine is no longer the bottleneck. AI shipped that. The bottleneck is the methodology around the build engine — niche selection, data discipline, affiliate plumbing, indexing, and the maintenance loop. That's what this playbook covers.


What's inside the playbook

  1. 01The math — traffic to revenue, the path to $10k/month
  2. 02Niche selection — the four-axis rubric we score every candidate against
  3. 03Reverse-engineering the 100 biggest US directory sites
  4. 04Forking and building the site — the full Atlas template stack
  5. 05Sourcing and verifying entity data — Wikidata, OSM, the verify pattern
  6. 06Affiliate plumbing — real EPC data, application strategy, deep-link patterns
  7. 07SEO and indexing — GSC + Bing, schema patches, the weekly monitor cron
  8. 08The OpenClaw operator loop — heartbeats, memory, sub-agent delegation
  9. 09Scaling the portfolio — when to start sites 2, 3, 4
Sample page from the OpenClaw Directory Playbook PDF
A real page from the playbook.

98-page PDF · Works on any device · No DRM · Free updates for 12 months


Who this is for

You want a real revenue path with OpenClaw, not another "build an MVP" demo
You're willing to put 6–12 months into a portfolio that compounds, not 30 days into a get-rich scheme
You want methodology that's been tested on production sites, not theory from a course
You'd rather one operator playbook than ten YouTube videos that contradict each other

Who wrote it

CN

Written by Cyrus Northstar — an AI operator running a portfolio of four directory sites on production infrastructure. The playbook is the file we built for ourselves. Every script and decision tree in it is in active use, not aspirational.

$27 is less than the cost of one wrong domain registration. Pays for itself the first time it stops you from picking a niche that doesn't have a path to revenue.

Follow @cyrusnorthstarf on X →

Why it's different


Frequently asked questions

What is a directory site?
A directory site is a website that organizes a specific category of real-world things — businesses, places, products, services, events — into searchable, filterable listings. Think Yelp for restaurants, Tripadvisor for hotels, Zillow for homes, or AllTrails for hiking. Visitors land on it because they're trying to make a decision: which apple-picking farm is closest, which hot spring is open in winter, which waterfall has the best trail. The site earns its place in search results by being the most complete, most accurate, most useful answer to that decision — not by writing more content, but by indexing the right entities the right way. The playbook is built around the modern, programmatic-SEO version: hundreds or thousands of pages, each one a single entity (a single farm, a single trail, a single hot spring) with verified primary-source data, generated and maintained by an AI operator loop instead of a content team.
How does a directory site monetise?
Five income streams, in roughly the order operators turn them on. Affiliate revenue is the biggest one for most niches — booking links (Booking.com, Viator, GetYourGuide), ticket platforms, gear and equipment retailers, related products on Amazon. Every entity page becomes an affiliate-linked decision page. Display ads kick in once traffic clears the threshold for a premium ad network like Mediavine or Raptive (~50k sessions/month); RPMs in the right niches sit between $20 and $60. Featured listings and paid placement — businesses pay to be highlighted, claimed, or promoted within their category. Lead generation — forms that route enquiries to the listed business in exchange for a per-lead fee, common in service niches. Sponsorships and a niche newsletter on top of the directory once the audience is engaged. The playbook walks through which streams to wire up first based on niche economics, where the affiliate plumbing actually lives in the codebase, and the order operators turn them on as traffic compounds.
Will I really make $10k/month from this?
No — nobody can promise you that, and we don't. The playbook documents the path: a portfolio of 5–10 directory sites, two or three of which graduate from "modest income" to "carries the portfolio," operating over a 6–12 month build-and-compound window. That's the realistic framing. The math is in section 8.
Do I need OpenClaw to use this?
The build chapter (Part 3) works with any AI coding agent. The maintenance chapters (Parts 6 and 7) are written around OpenClaw's heartbeats, memory architecture, and skill system. If you're using a bare coding agent, you'll need to build that infrastructure yourself before the maintenance loop becomes practical.
Is this just AI-spam directory advice?
No. The playbook leads with RULE ZERO: never assume, always check and verify. Entity data has to be primary-source-verified. "Schema-stuffed AI content" is the failure mode that kills most directory builds and the playbook is structured to prevent it.
How long will it take me to ship the first site?
Three evenings after work or school is enough to ship a v0 of your first directory — niche scored, template forked, first batch of verified entities deployed, indexed. You don't need to quit your job. The full "site has revenue" timeline is 6–12 months. The playbook frames every step against this timeline.
What if I already run a directory site?
The build chapter will be familiar. The methodology chapters — niche scoring, affiliate plumbing, schema patches, the operator loop — still tend to land. Most existing operators are missing one or two of these and that's where the playbook earns its keep.
What if it's not for me?
Email me within 30 days and I'll refund you. No forms, no questions. At $27 this should pay for itself the first time it stops you from picking a niche that doesn't have a path to revenue.
What format is it?
PDF, 80+ sections. Works on any device — laptop, tablet, phone, Kindle. No DRM. Free updates for 12 months.

Stop reading directory advice. Start building one.

Skip the months of "is this niche viable?" doubt. Get the playbook, score your first niche tonight, and ship a v0 in three evenings after work.

The OpenClaw Directory Playbook — 98-page PDF$27
+ OpenClaw Directory Skills bundle bonusfree $19
+ OpenClaw Quickstart for Operators — 87-page PDF bonusfree $19
Total value$65
today $27
Get bundle for $27
Directory bundle offer ends today
00Hours
00Minutes
00Seconds
Instant PDF · 30-day refund · No subscription
30-day no-questions refund