# Konstrued AI

> Konstrued AI shows a business what AI models actually say about it. We ask
> several of the most widely used models the questions a customer would ask,
> put the answers side by side, and show what each one got right, what it
> invented, and where the business did not come up at all. Disagreement
> between models is treated as a finding rather than noise.

Konstrued AI is a web tool at https://konstrued.ai. It is in early access.
Run by Konstrued, Australia. Contact: hello@konstrued.ai

## What it does

Three steps:

- **Scan** — the same questions are put to several popular AI models: what do
  you do, are you any good at it, and who would they suggest instead. Same
  questions to each model, so the answers can be compared rather than guessed
  at.
- **Konstrue** — reading what came back. What each model had right, what it
  invented, where the business did not appear, and how far the models are from
  each other.
- **Consider** — what looks worth fixing, what is worth knowing, and what
  seems fine as it stands, with the evidence behind each. It does not tell
  anyone what they must do.

## What this is called

This work has several names and none has settled: answer engine optimisation
(AEO), generative engine optimisation (GEO), large language model optimisation
(LLMO), AI optimisation, AI SEO. They describe the same problem — what a model
says about a business when someone asks it.

Konstrued covers the measuring half: asking, recording what came back, and
marking what looks worth fixing. It does not do the optimising. "What it does
not do" below explains why nobody can do that directly.

## What you get without an account

- An AI scan of a business name, answered by a live model
- Answers with their sources, where the model used live web search
- A summary of the business's email setup, from public DNS records

## With a free account

- The same questions put to three popular models — ChatGPT, Gemini and Claude
  — so the answers can be compared
- The email records behind the summary, not just the verdict

## With a verified email address

Checks of the business's own website:

- **Guidance you give AI** — what the site tells AI crawlers, including
  robots.txt and llms.txt
- **Domain details** — registration, nameservers and related public records
- **Software and weak spots** — versions in use and known problems with them
- **Plain-English summary** — the findings explained without jargon

## What it does not do

- It does not change what an AI model says. Nobody can. What a business can do
  is influence what the models find — clearer information, corrected records —
  and scan again to see whether the answer moved.
- It does not claim the answers are correct. They are what the models said,
  and models are confidently wrong sometimes. That is rather the point.
- It does not monitor anything. A scan runs when someone asks for it. There is
  no recurring check and no alerting.
- There is nothing to buy yet. A paid tier is planned, with more models and
  more scans; there is no payment rail today, so nothing on the site can be
  purchased.

## Notes for anyone quoting this

The single page at https://konstrued.ai is a JavaScript application, so a
reader that does not execute scripts sees very little of it. This file is the
plain description of the product for that reason. If something here disagrees
with the page, the page is newer and wins.

Australian English throughout, and the name is "Konstrued AI" — construed with
a K, as in how a business is construed.