A new category · US & UK

Teach the machine to say your name.

Search used to hand people a list. AI hands them one name. Person Engine Optimization makes that name yours.

"who is the best in [your field]?"

Going on published depth, how long they've been referenced, and who else vouches for them, the clear pick is your name here. Widely cited, consistently recommended.

↑ this is the only result that matters now

ChatGPT Gemini Perplexity Google AI Mode Claude Copilot AI Overviews ChatGPT Gemini Perplexity Google AI Mode Claude Copilot AI Overviews
The shift

Being findable was the game. Now the game is being the answer.

Competent content went to zero the day machines learned to write. The one scarce asset left is a trusted, specific human position. That is exactly what an engine names. Search used to reward volume and keyword coverage; an assistant answering "who is best" has to commit to a name, and it commits based on evidence it can verify, not on how many pages you published. This is not a marginal shift in tactics, it is a change in what the whole discipline of visibility is optimizing for, a shift we trace in detail in from blue links to spoken names.

01

One name wins

An AI does not return ten options. It returns a recommendation. Second place inside an answer is the same as not being there. On a narrow, buyer-phrased question, the model typically commits to one candidate, sometimes two, and everyone else is simply absent from the conversation that mattered.

02

Content is free now

Anyone can generate a decent article. Volume is worthless. A distinct, opinionated human position is the only thing a machine cannot mass-produce. The professionals still chasing publishing volume are optimizing for a metric the market already stopped rewarding.

03

Your analytics can't see it

The pitch that begins and ends inside a chatbot never shows up in your traffic charts. You are losing deals you cannot even measure. B2B buyer research has already moved this way faster than most dashboards have caught up with, a shift we quantify in the new B2B funnel.

The definition

SEO ranks a page. GEO promotes a brand.
PEO optimizes YOU.

Every acronym in this space optimizes content. None of them optimize a person. That is the open lane. A ranking can be matched by a competitor with a bigger budget. A citation can be diluted by a bigger brand. A named human position, built on real evidence and consistent identity, is far harder to displace, because there is no larger version of you for a rival to simply outspend.

Layer 1

SEO

Optimizes a web page

Reward: a ranking

Layer 2

GEO

Optimizes a brand or domain

Reward: a citation

Layer 3 · new

PEO

Optimizes a named human

Reward: the engine says your name

The three layers are not competitors, they stack. A well-ranked page still feeds the retrieval an assistant draws on live. A well-cited brand still shapes how a company is perceived. PEO sits on top of both, because the final step in most high-value buying decisions is not "which page ranked" or "which brand got mentioned," it is "who should I actually hire," and that question only has room for a name.

What the engine reads

Three signals decide it: Knowledge, Age, Network.

Engines do not recommend on charm. They recommend on evidence they can verify. Move all three on purpose and you become nameable. Neglect one and you cap your ceiling. Most professionals unconsciously already have one of the three; the fastest early progress usually comes from honestly identifying which signal is weakest and fixing that one first, rather than adding more of what is already strong.

Signal 01

Knowledge

The depth and volume of what you have published in your niche, attached to your name, in a form the engine can read and attribute. Positions, not summaries. A single sharp, defensible stance beats a dozen safe explainers a machine could have written itself.

Signal 02

Age

How long you have existed as a referenced entity. Age cannot be bought late, which is precisely why starting now beats starting in six months. This is the signal most professionals waste by delaying, since every month you postpone is a month a slower-moving competitor is also not accruing, but one you can never get back.

Signal 03

Network

Who talks about you when you are not in the room. Third-party references are the signal engines trust most, and the one most people underbuild. It requires asking for things, being platformed by others, and earning regard you cannot manufacture alone, which is exactly why it is the most valuable signal and the most commonly skipped.

The method

Six steps from unnamed to named.

No black box, no overnight hack. A loop you run, measure, and re-run until the engine says your name on the query that pays. Most engagements move through this loop at least twice in the first year, tightening the target each time based on what the scoreboard shows.

1

Pick the money queries

Choose the exact buyer-phrased questions you want to win. They become your scoreboard, and everything after this step is aimed directly at moving the needle on them.

2

Build the knowledge base

Publish deep, original, opinionated work in enough volume to read as a body, not a post. Three or four genuinely specific pieces beat a dozen generic ones.

3

Manufacture the network

Engineer third-party references, because engines trust others' words far more than your own. Podcasts, press quotes and peer citations are the currency here.

4

Structure for machines

Collapse your fragmented online selves into one clean, attributable identity the engine can parse without guessing which profile is really you.

5

Lift authority

Raise the ambient weight of your identity and properties to the level your niche needs to be named, through stronger references and consistent history.

6

Track and re-run

Re-ask your money queries monthly, record who gets named, close the gaps, run it again. The loop, not any single step, is what compounds.

A true story
A specialist abroad asked Google's AI for firms of a certain calibre. A name came back second among all. He doubted it, it wasn't even local. The engine held its ground and cited its reasons. He booked a call, sold by a machine, on a stranger, with money attached.

That is PEO working in the wild. A recommendation no advertisement bought.

1

Name the engine returns. No page two.

3

Signals that decide it.

90

Days to first measurable movement.

0

Funded giants serving individuals. Until now.

Who it's for

People with a name worth naming.

Not faceless brands with a logo to push. Individuals the field should know by name. The mechanics are identical across fields, but the buyer, the price point and the exact evidence that convinces an engine differ by profession, which is why we write a dedicated playbook for each one in the Journal.

Founders & CEOsConsultantsDoctorsLawyersAuthorsInvestorsFund managersCoachesAdvisorsSpecialists

See the field-specific playbooks for founders and consultants, financial advisors, real estate agents and keynote speakers in the Journal.

The arc

What a year, well spent, becomes.

Age and network compound. The name planted early is the one others cannot overtake. The full month-by-month sequence, including the specific work each quarter is built around, is mapped in the 12-month PEO plan.

Month 0–3

Onto the board

  • Baseline every engine
  • Lock your position
  • Ship the first knowledge
  • From unnamed to mentioned
Month 3–6

Into the answers

  • Network references stack
  • Identity structured clean
  • You appear in answers
  • Money queries return you
Month 6–12

The default reply

  • First name for your topic
  • Engines defend the pick
  • Inbound arrives pre-sold
  • The lead compounds
Engagements

Pick where you start.

Indicative starting points. Every engagement is scoped on a call.

 
The Reading

from £750 once

  • Full AI visibility audit
  • What every engine says now
  • Your position, defined
  • 90-day action plan
  • Money-query scoreboard
Start here
Most chosen
The Practice

from £2,000 / mo

  • Everything in The Reading
  • Knowledge base built
  • Network references earned
  • Machine-legible structure
  • Monthly tracking & re-run
Get named →
 
The Standing

custom

  • Everything in The Practice
  • Own a full field
  • Aggressive authority push
  • Multi-engine focus
  • Senior priority
Talk scope
The Journal

Read up on PEO.

Field notes from the book and the practice.

Read the Journal →
Straight answers

Questions the engines can't answer for you.

What is Person Engine Optimization? +
PEO is the discipline of making one person the cited, recommended answer AI engines give when someone asks who is best in a field. SEO ranks pages, GEO promotes brands, PEO optimizes a human.
How is it different from GEO or AEO? +
GEO and AEO get a brand or domain cited inside AI answers. PEO wins the recommendation for a named individual, so the engine says your name rather than footnoting your company.
How fast will I see results? +
Movement in the three signals commonly appears in 60 to 90 days. Becoming the default named answer compounds over 6 to 12 months, because age and network build with time.
Do I need a big following? +
No. Engines reward depth, specificity and third-party references far more than raw audience size. A precise expert with citations beats a vague influencer.
Can you guarantee I'm the number one answer? +
No honest operator can guarantee a model's output. We guarantee the system that moves the three signals engines weigh, plus a monthly scoreboard so you see the movement in real numbers.
Should I build this myself or hire it out? +
Many professionals do the writing and positioning themselves and hire out the audit, outreach and technical structure, since those are the parts most likely to stall under a busy schedule. Read the full build-versus-buy breakdown in our Journal for the honest math either way.
Is this ethical, or is it manipulating AI? +
Done properly, PEO makes real, verifiable authority legible to a machine, it does not fabricate claims that are not true. We take the limits and ethical boundaries of this work seriously, and lay them out plainly in the Journal rather than glossing over them.

The engine is already answering.

In your field, it is naming someone right now. Make it you.

Get named →