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We engineer the entity, schema, and authority signals ChatGPT, Perplexity, Claude and Gemini use to decide who gets cited.

Free, and no call required. We report where each of them cites you today.

  • ChatGPT
  • Perplexity
  • Claude
  • Gemini
  • AI Overviews
  • Copilot

The engines we audit you against.

[ 01 /05 ]

The shift

Ranking was a list. Answering is a choice.

2015 · the index era

Rank among many. Ten links, and the reader arbitrates. Position two still gets read; position eleven still gets found.

Now · the generative era

Cited, or absent. One paragraph, two or three sources, everything else unreferenced. There is no position eleven to be found on.

[ 02 /05 ]

The answer

The answer names one source.

Query · best CRM software

For most small teams, HubSpot is the usual recommendation — free to start, and the reporting is strong enough to grow into.


Sources drawn on

  • HubSpot
  • PCMag
  • Nutshell
  • The page ranking #1 on Googlenot named

Not the best page. The most legible one — the source whose claims a model can extract, attribute, and stand behind. That is an engineering problem, and it is the one we solve.

[ 03 /05 ]

The mechanism

What the engine actually checks.

  1. 01EntityDoes the model know what you are?
  2. 02ExtractabilityDoes the claim survive being lifted off the page?
  3. 03StructureIs the page machine-verifiable, or just readable?
  4. 04CorroborationDoes anyone other than you say it?
Entity, with identities a model can verify off-site
{
  "@type": "Organization",
  "name": "Acme",
  "foundingDate": "2019-03-11",
  "sameAs": [
    "https://www.crunchbase.com/…",
    "https://en.wikipedia.org/wiki/…"
  ]
}

Four signals decide whether a model can name you. None of them is a keyword. All of them are things you can build.

[ 04 /05 ]

The process

Three steps, in this order.

  1. 01

    Deep audit

    We scan your digital footprint to find where AI loses trust in your data.

    Embedding coverage, knowledge-graph gaps, and the queries where a model reaches for a competitor — with the reason it does, not just the fact.

  2. 02

    Strategic map

    We build the data structures that let AI verify you.

    Schema architecture and an entity home: a machine-readable account of who you are and what you have proven, in the format the systems check.

  3. 03

    Authority engine

    Turning your brand into the default answer.

    Citation-grade content plus earned presence in the third-party sources models consult before naming anyone. Then monthly gap tracking.

[ 05 /05 ]

The proof

The top result was not named.

Query · best CRM software
#1Top organic result on Googlenot named in the answer

Named instead

  • HubSpot
  • Salesforce
  • Zoho
  • Pipedrive
  • PCMag
  • Nutshell

The sources that were named were selected for usefulness and verifiability. Not keyword density. Not link volume. The traditional playbook had come apart from the thing it was supposed to produce.

That is one query, on one day, and we published the whole of it — the prompt, the answer, and every source it drew on. Re-run it yourself and check.

Read The Spear

Start with the audit.

Every engagement starts with a free audit of how AI systems currently describe, cite, or omit your brand. Ongoing work is scoped from what the audit finds — no fixed packages, no surprises.

The audit

Free

We test how ChatGPT, Perplexity, Claude, and Gemini answer the questions your buyers ask — and report where you are cited, where you are omitted, and exactly what to fix first.

Request the audit

AI ads · a Newtation company

InPromptAds

Newtation earns attention inside AI answers. InPromptAds pays for it — native placement inside AI assistants, starting with ChatGPT Ads. Same buyer, same surface, opposite mechanism.

Visit InPromptAds(opens inpromptads.com in a new tab)

Newtation Authority Engine

Monthly · scoped per client
How the engine works
  1. Citation-grade content original research, data, and comparison frameworks written so AI systems can extract and cite them directly.

  2. Entity and schema architecture structured data defining who you are, what you do, and why you are credible, in the format AI systems verify.

  3. Freshness maintenance scheduled updates that keep key pages inside the window AI systems treat as current.

  4. Third-party authority earned presence in the industry sources AI systems check before they cite anyone.

  5. Competitor gap tracking monthly monitoring of how AI describes you versus competitors, with work targeted where they are cited and you are not.

Insights.

All writing

FAQ

Questions we get before the first call.

How the work is scoped, what actually changes, and what can and cannot honestly be promised about being cited.

Still deciding?

The audit answers most of this with your own data — where each engine cites you today, and where it names someone else.

Run the free audit

Or check it yourself, free

It is the work of engineering the entity, schema, and authority signals that ChatGPT, Perplexity, Claude, and Gemini use when they decide which sources to name in an answer. There is no results page to climb here — either the model names you inside the answer, or it names someone else.

SEO competes for a position on a page of ten links. GEO competes to be one of the two or three sources a model cites inside a single generated answer. The selection mechanism is different, so the unit of work is different — entities and verifiable claims rather than keywords and rankings.

No. Classic search still sends real traffic and we do not touch it. GEO addresses the growing share of buying questions that now get answered without anyone clicking through to a website at all.

B2B SaaS teams — usually founders, CMOs, or the marketing lead — in categories where buyers have started asking an assistant before they ask a search engine. If your buyers are not doing that yet, the audit will say so.

The audit, which is free and needs no call. It reports where each engine cites you today, where it names a competitor instead, and what is missing that would change that.

Request a free audit

Paste any URL — we only need the domain.

ChatGPT
Perplexity
Copilot
Claude
AI Overviews