AI visibility · engineered

The rank you choose, guaranteed.

An AI names three to five brands. That list is the market. ktau puts you on it, at the rank you choose — and tells you up front where your brand needs to be present, and with what content, or that the rank can't be won within your budget.

1B
weekly active users of ChatGPT.
CNET · OpenAI
43%
of consumers use AI weekly to decide what to buy.
Semrush · Search Engine Land
$3–5T
in AI-led commerce by 2030.
McKinsey & Company
§ 01 · The new resource

An answer names five brands. Not thirty.

Rank in that list is scarce, and scarce things have a price. We measure rank as share of recommendation — one attribute, one competitor set, on the live models your buyers actually use.

01Anyone can observe

Rank is observable.

Measured by asking the model from the outside, the way a buyer does — repeatedly, across models, across phrasings.

02Anyone can observe

Rank is specific.

One attribute, one competitor set. “Best customer service” and “cheapest in category” are different races, with different winners.

03Only ktau

Rank is movable.

We name the steps to a target rank and price them. Others stop at the score.

§ 02 · Position

Everyone measures. Nobody prices or guarantees.

Measurement is the diagnosis. It tells you where you are invisible. It does not tell you what a rank costs, or whether you can win it. ktau starts where the dashboards stop.

DiagnosisWhat the category sells

  • Dashboards of mentions, citations and sentiment.
  • Share-of-voice charts across ChatGPT, Gemini and Perplexity.
  • Generic GEO advice, repackaged from SEO.
  • “Here is where you are invisible. Good luck.”

OutcomeWhat ktau sells

  • A target rank, on a named attribute, against a named competitor set.
  • Which ranks you can win, and which you can't within your budget — before a dollar is spent.
  • Where your brand needs to be present, and the content that puts it there.
  • The rank itself, verified on the live model, under contract.
§ 03 · From diagnosis to rank

Three steps.
One outcome.

You set the target. We diagnose, plan the presence it needs, and deliver it — or tell you early that it isn't worth chasing.

01 · Diagnose

Where you stand, exactly.

Your share of recommendation on every attribute that matters in your category, against every competitor, on the live models. The diagnosis — not the deliverable.

Share of recommendation · “best customer service”
Competitor A
34%
Competitor B
27%
Competitor C
19%
Your brand
6%
Illustrative. One attribute, one competitor set, one model.
02 · Plan

Which ranks you can win.

We tell you which ranks are winnable, where your brand needs to be present, and the content it needs there — and which races to walk away from. Unwinnable races are flagged before a dollar is spent.

Attribute map · worked example
  • Fastest deliveryWinnable
  • Best customer serviceWinnable
  • Cheapest in categoryOut of budget
  • Most trusted brandUnwinnable
Each winnable line comes with where your brand needs to be present and the content that belongs there.
03 · Deliver

The rank, under contract.

You set the target; we own it. We produce and place what the plan calls for, then verify the rank on the live model — at a stated confidence, on a stated date.

The commitment · every engagement
Attribute
“Best customer service”
Target rank
Top 3
Where to be present
Named venues, in the order that moves the answer most.
With what content
Suitable content for each venue — what it must say, in the form that venue carries.
Commitment
Target rank at stated confidence, verified on the live model.
§ 04 · Coverage

AI thinks fast and slow. We engineer both.

An answer draws on the live web and on what the model learned in training. A durable rank needs both — and most of the category only works on one.

Channel 01 · Fast

Live AI search

Pages the model fetches at answer time. This is the half everyone optimises for: it moves in days, and it has to be held — every week, every model release.

Won in
Days
Held
Weekly
Channel 02 · Slow

The model's memory

What the model learned about your brand in training. Slow to win, and durable once won: the model recommends you with no search at all, and keeps doing so release after release.

Won in
Months
Held
Across model releases
§ 05 · Why it compounds

Ads are rent. ktau is equity.

An ad vanishes the moment the spend stops. A rank in the model's memory stays — and the next thing you publish builds on it instead of starting over.

That is the difference between a channel you rent and an asset you own.

§ 06 · Proof

We proved the mechanism first.

Tested on brands no model knows and on brands everyone knows, in live AI search and in the model's memory.

A brand no model knows
Live AI search
Invisible → top 5
A B2B software brand absent from the answer set on its target attribute. Top five after the engagement, on GPT-5, Claude, Gemini and Perplexity.
Measured on the live models, before and after.
Brands the world knows
Controlled experiment
52% → 72%
Top-1 share on service and safety between two household-name rideshare brands — moved by a measured intervention.
Our own study, on brands the models already knew well.
Both ends
The model's memory
up to 30B
Parameters. A zero-visibility brand taken from 0% to a 42% recommendation rate inside the weights, with no loss in benchmark accuracy.

Tell us the rank
you want.

We'll tell you where your brand needs to be present and with what content — or that the rank can't be won within your budget. Either answer is worth having before you spend.

hello@ktau.ai · 30 Adelaide St E, Toronto