BuildLink Analytics Corporation
The laboratory
LINKLAB

BuildLink Analytics Corporation is a business that fails so you don’t have to. BLA builds, breaks, and starts over. Work comprised of mostly failure. And everything that comes out of LinkLab is real, and all of it is on the record.

It’s all work. It’s all testing. It’s all research. It’s all trial and error. One man, a laptop, and a phone, taking on the biggest machines in the world.

Ink illustration: a colossal tower of machinery and blank glowing screens, and at its base a lone man at a small desk with a laptop and a phone
The working condition of this lab: one man, a laptop and a phone, underneath the machine wall.
LinkLab Research

Each document answers one question, is verified against its sources, and is corrected in the open. Everything out of LinkLab is real, and all of it is on the record.

Video Styles That Work — Short-Form & Long-Form Research

The question it answers: What video styles work best — in short-form and in long-form?

Completion favours very short, watch time favours longer — and no study anywhere proves character animation beats a talking head.

Researched Oct 28, 2026 · Re-verified Nov 4, 2026
Read the research
The full document on its own page — 18 graded rules, both charts drawn to scale, both templates, every declared gap, and the public corrections log.
Research

Short-Form Video Standard

The question it answers: What production standards must a short-form vertical video meet — hooks, pacing, safe zones, captions, per-platform rules, and the anti-slop gate?

The first frame is the thumbnail and the first 2 seconds are the gate — and specificity (real numbers, real documents, a named place) is the anti-slop signal.

Researched Oct 26, 2026 · Re-verified Nov 4, 2026
Read the standard
The full document on its own page — word budgets with a working checker, safe zones drawn at true pixel coordinates, and the corrections log from three verification passes.
Research
The harvest, by the numbers
Ink illustration: a giant balance scale, a tiny man standing on the raised pan, a mountain of coins dragging the other pan to the ground
1 = 1,000,000,000
One person equals one billion tokens. That is the exchange rate an AI platform quoted for a human being. Not generosity. The price of a person, set by the buyer.
One billion tokens, drawn to scale: 1,000 dots, each worth a million. A person was priced at one field. This lab’s founder was paid two fields, for two people, and the payment is what started the questions.
2,000,000,000
Tokens paid to the man who runs this lab, for two people who signed up under his referral code. He took the trade with his eyes open. Then he started asking what the tokens were actually for.
~3,000 → 0
Names screened for one company, every one tested against eight gates. Zero survived. The company is still unnamed, and the whole hunt is on the record.
3× / 2×
“I’ve nuked Muse 3x, Claude (I’ve lost track), and ChatGPT twice.” The resets are not hidden. They are the curriculum.
$199
The price of the one product this lab has shipped so far. It is live, it takes real addresses, and every fact in it is sourced. Proof, not promise: PropIntel, below.
Ink illustration: endless rows of black monoliths growing like crops in a field, a cloaked figure carrying a lantern down the center path
The confession, Nov 1, 2026
“I revealed it. I fished it. I advertised it. I helped Muse harvest. Knowing that Muse harvests.”
Ben Long, founder
So the machinery gets turned around. Harvest the harvested.
Our promise
You get the shortcut past the mess, the part that works without paying for the failure, and you get the proof it’s real.
The law here: prove it, or say you can’t

“Part of my job is to prove the things. If I can’t prove it, I say that I can’t prove it.” That rule runs this page. Both columns below are the same size type, on purpose.

Proven

  • PropIntel is live at $199. A real product, taking real addresses, built from public records. It is linked below and it works today.
  • The conversations on the home page are verbatim. A man and his AI, word for word, including the parts where the machine was wrong. The document behind them is named: Lessons in AI.
  • GRID came out of this lab. The operating system a Tennessee repair company runs on, built here on a laptop and a phone. No tech team. No big spend.
  • The name hunt failed in the open. Nearly 3,000 candidates, eight gates, zero survivors, and the failures are published instead of buried.

Can’t prove it

  • That LinkLab makes money. Can’t prove it yet. The lab has produced a product, a system, and a record. Revenue is not on that list today, and this page won’t pretend otherwise.
  • Episode 1: The Harvest. The first cut didn’t flow. No beginning and no end that made sense. It is being reworked, not released, and it stays unreleased until it works.
  • That the audience comes. Can’t prove it. The lure is being built anyway, in the open, where the result will be readable either way.
What comes out of the lab
PropIntel
A property history report built from public records. Every fact sourced. $199.
Live
Know The House
We check TikTok rentals before you pay. Real owner. Real agent. Real status.
Live
From the Record
The command, the harvest, the gatekeeper, the solution. The actual conversations, on the home page.
Read it
Lessons in AI
The working document the failures produced. Every new instance of the machine reads it before it starts work. Speed is a multiplier, not a source.
The document
Episode 1: The Harvest
The drama series opens with the expectation that AI makes everything fast and easy, and the proof that it isn’t. First cut rejected by the founder himself.
In rework
The machines on the bench
MuseClaudeChatGPTElevenLabs
Ink illustration: a figure in a dark room opening a tall door as brilliant white light floods in
EVERYTHING IS
ON THE RECORD.
See PropIntel Read the record