Mike Tyson: "Everyone has a plan until they get punched in the mouth."
What I feel like vs 12 months ago
Bear market a humbling process
Jake Woodhouse
jakewoodhouse@primal.net
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Bitcoin Custody Architect | Helping Bitcoin holders ensure their family can recover their Bitcoin | Bitcoin since 2015 | 200+ podcasts
The Pool Workflow: What AI Just Made Possible for Local Business (JWP 123)
A friend mentioned a story to me last week.
Somewhere in suburban Texas, a pool builder has allegedly built an autonomous AI agent that scans satellite imagery for affluent homes without pools, renders a luxury pool into the actual backyard, estimates the build cost, and mails a personalised postcard with a QR code. No human in the loop. Tens of thousands of homes. Inbound qualified leads.
I haven't independently verified the operator. What I have verified is that every component of the workflow is real, accessible, and being discussed openly across Reddit, LinkedIn, and the AI builder community. And the deeper insight — the one that actually matters — is that AI has just collapsed the cost of hyper-personalised outbound marketing by four to five orders of magnitude. For the first time in marketing history, this kind of campaign is economically viable for local-service businesses.
In this episode I walk through the workflow step by step, dig into the unit economics, name the ethical pushback, and pull it into what it means for Australian small business owners — landscapers, fencers, solar installers, granny flat builders, kitchen renovators. Someone is going to do this in your industry in 2026. The only question is who.
Chapters:
0:00 — Intro
0:55 — A phone call with a technical friend
1:50 — What's allegedly happening: the pool workflow
3:30 — How it actually works: the tech stack
6:00 — Why I haven't verified the operator (and why it doesn't matter)
6:55 — The unit economics — traditional CAC vs AI-powered outbound
9:50 — The real unlock: pre-AI vs post-AI cost maths
10:45 — Where else this applies (solar, landscaping, granny flats, kitchens)
13:15 — The surveillance question
15:50 — What this means for your business
20:00 — The AI Assessment — what's actually in it
21:15 — Why incentives inside large companies will hold them back
25:30 — Why solo operators are about to become more viable
27:55 — Wrap
Resources & references:
Reddit — Someone built an OpenClaw agent that sells pools on autopilot (r/GenAI4all): https://www.reddit.com/r/GenAI4all/comments/1spxp9g/someone_built_an_openclaw_agent_that_sells_pools/
Reddit — Tearing down OpenClaw sales bots (deeper technical teardown, r/openclaw): https://www.reddit.com/r/openclaw/comments/1skze1w/tearing_down_openclaw_sales_bots_from_scraping/
LinkedIn — Charly Wargnier on the workflow:
LinkedIn — Warren Jolly on the CAC economics:
YouTube — OpenClaw AI agent explainer:
OpenClaw GitHub:
Get an AI Assessment for your business:
If you're a small business owner and you're thinking "this is exactly the kind of thing I should be exploring but I have no idea where to start" — that's what the AI Assessment is for.
$999 AUD. A 20-minute call. A bespoke PDF report within 48 hours identifying the highest-leverage AI opportunities specific to your business — both quick wins and longer-term builds like the one in this episode. Report-Pays-For-Itself guarantee: if the monthly ROI identified doesn't exceed $999, full refund.
Three slots per week.
👉 jakewoodhouse.io/ai-assessment
Connect:
Website: jakewoodhouse.io
X / Twitter: @jakewoodhouseio
LinkedIn: Jake Woodhouse
YouTube: @jakewoodhouseio
Instagram: @jakewoodhouseio
Email: hi@jakewoodhouse.io
If you've seen a workflow like this being applied to a different industry — landscaping, solar, fencing, granny flats, anywhere — I'd love to hear from you. Reach out on any of the channels above.
LinkedIn
this guy litterally uses OpenClaw to sell $50k+ pools on autopilot 🤯
→ Scans satellite for $500k+ homes
→ Filters by lot size & sun exposure
→ Renders a 3D pool in their yard
→ Calculates home… | Charly Wargnier | 49 comments
this guy litterally uses OpenClaw to sell $50k+ pools on autopilot 🤯
→ Scans satellite for $500k+ homes
→ Filters by lot size & sun exposu...
LinkedIn
As a marketer, this is one of the best uses of OpenClaw I've seen yet: someone built an agent that sells $48,500 pools before a salesperson ever picks up the phone.
Watch the video to see it in… | Warren Jolly
As a marketer, this is one of the best uses of OpenClaw I
GitHub
GitHub - openclaw/openclaw: Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞
Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞 - openclaw/openclaw
The AI Stack I'm Running From Home With Three Kids and No Team (JWP 122)
Three months ago, at 4am, my net worth had just halved. Bitcoin had crashed and I'd been heavily exposed. Three kids asleep upstairs, wife asleep. I sat at the laptop and typed one question into ChatGPT: how do I make money?
That rabbit hole became the AI Assessment business I now run, and it became this episode.
This is the actual workflow. The system I copied from my wife. The verification layer that handles AI hallucination. The exact stack producing this podcast — and why I cancelled Buffer this morning. Why the next decade of business building looks nothing like the last one. And the real numbers from real clients: Pete the chartered accountant, $17,400 a month found in a 20-minute call. Mat the landscaper, $1,500 a month sitting in his invoicing alone.
If you run an Australian business and you've known for a while that AI matters but haven't really started — this is for you.
Chapters
00:00 — Welcome
00:33 — 4am, three kids asleep, one question
02:15 — Who this is for
02:35 — Why February changed everything
04:35 — The system I copied from my wife
07:30 — The verification layer (AI hallucinates)
09:45 — The founder journey at 10x speed (vs Entrepreneur First)
12:00 — Rod Bishop: solo founder, no CTO, no VC
13:10 — Why bespoke beats generic
15:30 — Sam's boxing gym
17:30 — The Johnny lighting story
19:00 — The stack (Dale asked)
23:00 — Why organic content first
26:30 — What this means for you (Pete and Mat)
28:30 — Outro
Resources mentioned
AI Assessment: jakewoodhouse.io/ai-assessment
Tools: Claude, ChatGPT, Perplexity, Riverside, Opus Clip, Higgsfield AI, Gamma
Books: Zero to One by Peter Thiel; The Hard Thing About Hard Things by Ben Horowitz
Entrepreneur First (talent-first accelerator)
Previous episode with Rod Bishop on the Jake Woodhouse Podcast
Call to action
If you run an Australian small business and want clarity on what AI could actually do for you — book an AI Assessment at jakewoodhouse.io/ai-assessment. 20-minute call. Bespoke report in 48 hours. $999 with a guarantee it pays for itself in month one. If it doesn't, full refund.
Building myself a workflow that will compress the time it used to take a producer and editor of my podcast by 10x
All due to AI
Action leads to clarity...
View article →
What I Learned Assessing 5 Australian Businesses for AI in 10 Days (JWP 121)
Ten days ago I sent an SMS to my warm network offering a free AI Business Assessment. Five business owners said yes. By Friday, I'd run five 20-minute calls, delivered five custom AI roadmaps, and identified between $1,560 and $17,400 of monthly value waiting to be unlocked.
Lewis, a construction and landscaping director in Melbourne, replied: "What once felt overwhelming now feels exciting."
This episode is the story of those 10 days — the SMS that started it, the five calls, the numbers, and the offer that's now live at:
Chapters:
- 00:00 — Lewis testimonial
- 02:00 — Why I paused The Durable Man
- 04:30 — The Deloitte stat that flipped a switch
- 06:30 — The SMS experiment
- 09:00 — The five calls
- 14:00 — The numbers
- 17:00 — The system: Zoom → Claude → Gamma
- 19:30 — The offer & the guarantee
- 22:00 — The Rova experiment and AI slop
- 25:00 — Final thoughts & how to take this up
In This Episode:
- Why I paused The Durable Man and what my wife saw that I didn't
- The Deloitte Nov 2025 stat that flipped a switch (1 in 3 Aussie businesses don't know where to start with AI)
- The 60-word SMS that got an extraordinary reply rate
- Five businesses, five roadmaps:
- Mat (landscaping) — automating labour metrics on invoices
- Lewis (construction & landscaping) — AI for design mockups
- Paul (retail) — winning back time for marketing across 300 suppliers
- Tom (mould inspection) — compacting 12 hours of reporting
- Pete (accounting) — $17,400/month of billable time leaking into admin
- The system: 20 min Zoom → Claude → Gamma → 48-hour PDF
- Why the report pays for itself in month one (and why I'll refund if it doesn't)
- The Rova experiment and why human stories still beat AI slop
The Offer:
AI Business Assessment — $999 AUD
- 20-minute Zoom call
- Bespoke PDF report delivered within 48 hours
- Two tiers in every report: 4 low-hanging-fruit you can implement this week, 3 longer-term projects worth scoping
- Report-Pays-For-Itself guarantee — full refund if the monthly ROI identified doesn't exceed the cost
Book yours:
Links & References:
- Via this gdoc:
Take Action:
1. Run an Australian business? Book a call at
2. Know someone who would benefit? Forward this episode.
Connect:
- Web:
- Email: hi@jakewoodhouse.io
The gap isn't access. It's knowing where to start
AI Assessment Offer – Jake Woodhouse
AI Assessment Offer – Jake Woodhouse
Google Docs
JWP 121 - episode links
What I Learned Assessing 5 Australian Businesses for AI in 10 Days (JWP 121) Episode references and links: IG reel - https://www.instagram.com/p/...
AI Assessment Offer – Jake Woodhouse
Jake Woodhouse – A pioneering investment podcast
New podcast direction discovered this week
Recording episode this weekend for release early next week
🙏🏻
Whilst it’s true that AI has hugely compressed the the iteration for a solo entrepreneur
Idea> customer discovery > initial product design > offer validation > pricing > launch
The defensibility I think will come from
- brand (people buy from people)
- execution attention (people don’t always have time to actually take action)
When things move, they can move fast…
- Weekend: studied a report by Deloitte on AI adoption in Australia, which stated 1 in 3 small businesses had no idea where to even start with AI
- Monday: sent 20 or so sms to warm network with
Hi xxx,
How are you?
I'm launching something new and want to test it on people I trust first.
It's a free AI Business Assessment — you get a personalised report showing exactly where your business should start with AI and which tools will move the needle.
Takes 20 mins of your time, normally $1k, free for my first few. Let me know if that’s of interest?
Thanks
Best,
Jake
- Tuesday: hosted and recorded 4x calls
- Wednesday: created 4x reports, with the transcripts, bespoke to their scenario, and all recommending 4x “low hanging fruit” options, and 3x longer term AI implementations, and sent over
- Thursday: already received 1x testimonial
“Working with Jake was exactly what our business needed. As a construction company, the idea of implementing AI felt daunting and we had no clear starting point. Jake took the time to understand our operations and delivered a detailed roadmap outlining the right AI tools for us and a clear, step‑by‑step plan for integrating them. What once felt overwhelming now feels exciting, and we’re confident about bringing AI into our business.”
Friday: aim is to finalise an offer, landing page, and pricing
The future:
- website update
- podcast episodes to produce
- direct outreach
- ads
All whilst homeschooling, renovating, and organising a trip…
Sending good vibes all. A relaxed evening on the sofa badly needed!
😅
My wife just created an npub
💪🏻
Yday I stumbled upon a marketing channel that has never before been available to small business owners
I am calling it “content to call”
It leverages the latest forms of AI, and delivers cost effective leads, of much higher quality
👀
What a few weeks of iteration I’ve been through…
- small business acquisition from a boomer
- digital productisation of your life lessons
- AI implementation opportunities
Trial. Error. Trial. Error. Trial. Error.
Always iterating
Key lesson: the humanistic leverage one’s relationship with their wife enables is huge
Let’s see where it goes
Ps - pod on pause whilst this process plays out 🙏🏻