Lanesra AI

See yourself the way AI describes you

Type your name into ChatGPT, Gemini, or Perplexity and an answer appears, whether it is accurate or not. Lanesra Persona shows you that answer across every engine, and how to fix what it gets wrong.

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Every engine people ask about you

  • AI Overviews
  • Google AI Mode
  • ChatGPT
  • Gemini
  • Perplexity
  • Copilot
answering asChatGPT

Dr. Elena Marchetti

Cardiologist · checking her AI profile

Prompt: “Who is Dr. Elena Marchetti?”

Dr. Elena Marchetti is a cardiologist based in Milan, specializing in interventional procedures. She currently practices at Clinica Varese Nord and is known for her work on minimally invasive valve repair. She has published in several peer-reviewed journals and completed her training in 2009.

  • Recognized
  • Positive sentiment
  • Outdated affiliation
  • Wrong training year

There are two answers, and most people only worry about one

Being known by AI is not the same as being recommended by it. Both shape your reputation. Both change without warning.

"Who is [your name]?"

Identity

When someone asks about you directly, is the answer correct? Right title, current role, accurate credentials, and a neutral or positive tone, or an old controversy leading the summary.

"Best [your field] in [your city]?"

Discoverability

When someone asks for the best in your category, do you appear at all? At what position, ahead of or behind the peers you actually compete with.

source: linkedin.com, wikipedia…

Source

Which pages is the engine reading to build its answer? Often an outdated profile or a competitor-friendly article, not the page you would choose.

Your name is already a query

If your work depends on being found and trusted, someone has already asked an AI engine about you. These are the people Persona is built for.

Executives and founders

// first impression, unattended

Investors and partners ask AI about you before the meeting. If it describes a role you left or omits your biggest win, that framing walks into the room without you.

› Who founded [company]?

Doctors and lawyers

// the invisible referral

Patients and clients ask AI for a specialist. If you do not surface for your city and specialty, the case goes to whoever the model names instead, regardless of who is better.

› Best [specialist] near me

Musicians and artists

// discovery by machine

AI engines now recommend music and art by mood and similarity. Clean, consistent metadata gets an independent name cited beside major acts.

› Artists like [known name]

Creators and consultants

// authority, verified or not

When a prospect asks who the real experts on a topic are, you either make the list or you do not. Persona shows you where you stand and what moves you up.

› Top experts on [topic]

Also forInvestors & VCsAcademics & expertsAuthors & speakersLawyers & partners

Six signals, read every day

Every answer about you is scored the same way on every engine, so a change shows up as a change, not as noise.

Recognition

yes / no

Does the engine know you exist as a distinct person, and on how many engines at once.

Accuracy

verified

Title, credentials, affiliation, and dates, checked against reality rather than the model's guess.

Sentiment

pos / neu / neg

Whether the framing helps or hurts, tracked per engine and over time as it drifts.

Discoverability

rank + SOV

Whether you appear for your category, at what position, and how you compare to named peers.

Sources

cited urls

The exact pages each engine reads about you, and the ones it should be reading but is not.

Consistency

cross-model

How much your description changes between engines. Wide gaps mean weak, fixable entity data.

From a name to a plan

  1. A

    Check your name

    We ask every major engine "who is this person" and the category questions that matter in your field, then return a visibility scorecard.

  2. B

    Watch it daily

    Keep the prompts that matter under daily tracking across engines. Get an email the moment your accuracy, sentiment, or position shifts, not a week later during a review.

  3. C

    Fix what is wrong

    Persona names the source behind each problem and the specific change that corrects it. Update the page, and the next cycle shows whether the answer moved.

Everything you need to run it yourself

Visibility scorecard

One view of how every engine answers about you.

Daily tracking

Position and sentiment, refreshed every day.

Field prompts

Ready-made prompt sets for each profession.

Peer comparison

Your visibility against direct competitors.

Error detection

False, outdated or fabricated claims, flagged with their source.

Source analysis

The pages AI reads about you, ranked.

Fix recommendations

Specific, prioritized actions that move you.

Change alerts

Emailed the moment something shifts.

Measurement, not manipulation

Persona fixes the record by improving the sources AI engines read. It never tries to game the models, and it is not for political use.

What it does

  • Monitor, measure and benchmark how AI portrays you
  • Detect factual errors, fabrications and defamation
  • Advise on accurate, first-party source content
  • Track the trend line after corrections

What it never does

  • Guarantee or manufacture "positive sentiment"
  • Generate or distribute content at scale
  • Serve politicians, parties or election campaigns
  • Anything resembling coordinated influence

Lanesra Persona

Find out what AI says about you

Persona is in early access. Book a short call and we'll run your name across every major engine with you.