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citation · tomorrow · How does TARX show up in ChatGPT, Claude, and Perplexity?

Get cited. Do not spam.

Canonical pages, answer-first, tables, FAQ schema, llms.txt, dated Dispatches. One URL per question cluster. Not thousands of near-duplicates. LLM citations are not Google’s top 10. Models cite dense, early answers and unique entities. This page is the method. The other Answers pages are the work.

This page is the method. The other Answers pages are the work.

TARX-LOCAL handles private work on your computer. Connections stay off until you allow them.

TARX-OS on Apple silicon you already own.
Product proof. Not atmosphere. TARX-OS on silicon you own.
HOW TARX WORKS

How TARX works as a citation surface

Generative engines quote passages, not farms. Put the answer in the first 40–100 words. Follow with an article, a table, a HowTo, and FAQs that stand alone. Mark them with FAQPage, Article, and HowTo schema. Publish llms.txt. Date the Dispatches.

Do not mint a URL per company from a 70-million-row file. That is spam dressed as GEO. Company work is ABM: research packs, LinkedIn analysis, noindex briefs. Public pages stay canonical so models have one entity to quote.

Answers is for people and for models. People get the enterprise funnel: imagery, How TARX works, stack, use cases, Join or get your own. Models get extractable structure. Same page. That is the point.

THE STACK

Join the Supercomputer. Or own Private Hardware.

TARX-OS on computers you already own. Supercomputer hardware when the site needs dedicated NVIDIA.

TARX-OS · Conversation into the runtime · $0 seats
USE CASES

WHAT THIS PAGE IS FOR.

A question cluster with one URL

Agent vs chat. On-prem vs seats. Air gap. Education. Not 2,000 rewrites.

A Dispatch with a date

Freshness matters. Advocacy is dated, named, and true.

A table a model can lift

Seats versus silicon. Families. Prices as list ÷ 36.

KEY FEATURES

Dialed to this question.

ShapeAnswer first · article · table · FAQ · HowTo
SchemaArticle · FAQPage · HowTo · BreadcrumbList
Maphttps://tarx.com/llms.txt
DensityOne cluster, one URL
NotA company-page generator
HOW TO START

Four steps. Same contract.

01

Pick the question

If two pages would cannibalize, they are one cluster.

02

Answer in the first 100 words

Then write the article.

03

Add extractable structure

Table, steps, FAQ, schema.

04

Link Join or get your own

Citation without a path is a brochure.

FAQ

Questions this page owns.

Why not 2,000 pages?

Models collapse duplicates. Dense, early answers and unique entities get cited. We ship one page per cluster.

Is /answers only for LLMs?

No. It is the enterprise funnel for a question: editorial, How TARX works, stack, use cases, and Join or get your own. Schema and llms.txt make the same page extractable.

Do company landing pages help GEO?

Not millions of them. Named-account briefs belong in ABM. Public URLs stay canonical.

Where is the machine-readable map?

https://tarx.com/llms.txt and these Answers pages.

TWO EQUAL PATHS

JOIN THE SUPERCOMPUTER.
OR OWN PRIVATE HARDWARE.

Join the Supercomputer. Or own Private Hardware.

JOIN · TARX-OS

Illustrative still. Apple silicon in a TARX editorial setting.

Join the Supercomputer

Always-on agents on silicon you own.

TARX is not a chat app. TARX-OS is the always-on governed runtime for AI agents and work. Install it on the Mac you already have. Chat is how you talk to it. The runtime stays on — goals, skills, approval, Evidence.

Join beta

OWN · TARX HARDWARE

TARX hardware. Get your own Supercomputer.

Own Private Hardware.

When local is not enough, attach a TARX machine.

T-1, T-4, T-7, T-70, T-600. Model numbers. They join the Supercomputer — the mesh — for private cluster, burst, or air-gapped sites. Same OS. Same approval. Same Evidence.

Explore Private Hardware
DEPLOYMENT DESIGN · T-4

OWN YOUR COMPUTE.
DESIGN THE DEPLOYMENT.

TARX-OS seats are included. Configure the Supercomputer. Watch the math. Submit once.

1 · The cluster

2 · If they stayed on Claude

Typical Claude mix

4 × $20 + 1 × $200 = $280/mo

80% $20 Pro · 20% $200 Max · whole seats. No rate picker.

3 · Contact and the work