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AI Visibility Report

SEO, AEO, and GEO Optimization

When someone’s AI looks you up, what does it find?

After a referral or a handshake, people now ask an assistant who you are. We check what ChatGPT, Claude, Gemini, Perplexity and Meta's Muse say about you and your business, and show you what to fix so they describe you the way you would.

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The lookup

Someone hears your name. Their assistant looks you up.

It happens after a conference or a business referral. Instead of opening ten tabs, they ask the assistant on their phone, which reads the web and comes back with one answer.

Here are two examples: one for looking up someone you met at a conference, one for looking up your business after a mention.

  1. Person search · after a conference

    Who is Nanavati Low? I just met her at the INFORMS conference.

    Searched the web

    Nanavati Low is an AI product builder, systems engineer and entrepreneur who recently presented her research at the INFORMS Annual Meeting.

    • INFORMS presenter: her paper tests how well video AI models recognize human motion in sport.Source: nanavatilow.com
    • CEO and co-founder: she leads BIB Technologies, which builds solar-powered electric vehicle storefronts.Source: AWE USA
    • Tech consultant: she advises on immersive tech and agentic AI through her consultancy, LA TechSpace.Source: AWE USA

    You can reach her through her website or on LinkedIn. Want me to draft a follow-up that mentions your conversation at the conference?

    Found. They know who she is, what she does and how to reach her, and the follow-up is half written.

  2. Business search · after a referral

    What is Eagle Communities? A friend told me about them. What do they have in Indiana?

    Searched the web

    Eagle Communities is a real estate investment and property management company specializing in affordable manufactured housing communities, headquartered in Eden Prairie, Minnesota.

    • What it does: buys manufactured housing communities, repairs the roads, drainage and lighting, and manages them.Source: eaglecommunitiesah.com
    • In Indiana: Thunder Hill, minutes from downtown Vincennes, is open to all ages, with lease-to-own and rental homes.Source: eaglecommunitiesah.com
    • Local costs: typical monthly housing costs for Vincennes, flagged as not Thunder Hill's own prices.Source: Census.gov

    Let's see if this could work for you. What's your monthly housing budget, and how many bedrooms do you need?

    Found. They know what the company does and where, and the assistant is already matching them to a home.

The first answer is about Nana, a partner at LA TechSpace, and the second about Eagle Communities, a client. LA TechSpace built both websites, and each assistant drew on them before adding what other pages said. When the web holds no clear record of a business, the assistant says it couldn't find it and offers the closest names it can.

Both answers are shortened from real chats on November 10, 2026: Google's AI Mode answering about Nana, and ChatGPT answering about Eagle Communities. The source beside each line is the one the assistant showed. Answers change from day to day, so ask an assistant about yourself and see what you get.

Why it happens

An assistant can only repeat what it can find and read.

Assistants describe the people and businesses they can identify: a name and details that match everywhere online, and pages that answer questions plainly. That's why a competitor with a tidier website can get recommended over you, even when your service is better.

The person who heard your name may never see your home page. Their assistant will, and it'll pass along what it found.

The good news is that the fix is usually smaller than a website rebuild.

The report

The report shows what they say about you, and who they name instead.

  • ChatGPT
  • Claude
  • Google Gemini
  • Perplexity
  • Meta's Muse

LA TechSpace's AI Visibility Report puts your customers' questions to these five assistants. Some ask for you by name. Most come from people who haven't heard of you yet and want a recommendation, like "best gym for beginners near me".

You see whether you're recommended and who's recommended instead, whether AI can read your website at all, and which fixes are worth making first.

AI visibility — example formatScanning 0 / 4
  1. best gym for beginners near me

    You named?
    No
    Who was named
    3 competitors: 24 Hour Fitness, Crunch Fitness, LA Fitness

    Want to be mentioned?YES

  2. personal trainer who understands GLP-1

    You named?
    No
    Who was named
    2 competitors: a telehealth weight-loss program, a local training studio

    Want to be mentioned?YES

  3. <your business name> membership prices

    You named?
    Yes
    Who was named
    You, plus LA Fitness

    Want to be mentioned?YES

  4. gym with childcare near me

    You named?
    No
    Who was named
    2 competitors: a national chain, a local studio

    Want to be mentioned?YES

What to look for: a business that shows up when people search its name, and nowhere else. Everyone who didn't already know about it gets sent to a competitor.

An illustrative example, not a real client's results. Yours comes back with your own customers' questions and your real competitors.

How we check

We ask the assistants and write down what they said.

You see what each assistant said, word for word, the way your customers see it. Nanavati Low (Nana), a partner and our Principal AI Product Consultant, co-led this audit for HARMAN, an automotive supplier owned by Samsung. The assistants named a competitor 31 times and HARMAN once.

  1. 01

    We ask your customers' questions

    The questions your customers ask, put to the assistants they use.

  2. 02

    We save every answer

    Each answer is kept word for word, with every competitor it names.

  3. 03

    We check you read as one business

    Your name, address and details should match everywhere online, so AI can tell it's all you.

  4. 04

    We rank the fixes

    Each fix is ranked by how much it'll help against what it costs.

Fit

It might be worth waiting if…

  • You don't have a website yet. There's nothing to check, so start with the site. We'd be glad to help with that too.
  • You're still settling what you sell or what it costs. More leads help most once that's in place.
  • You want a guaranteed spot in ChatGPT's answers. Nobody can honestly promise that, because assistants don't publish how they choose and they change it without notice.

If you know what you sell and what it costs, and you'd like more of the right customers finding you, you're exactly who this is for.

Next steps

Send LA TechSpace your website. We'll send back the report.

Message Nana, a partner here, with the address. No website yet, or want one in your own name? Tell her that instead. If you'd rather talk it through first, book a strategy session.

  1. 01Message Nana your website

    On LinkedIn. She replies to everything herself. Usually same day.

    Your report arrives within 48 hours.

  2. 02Book a strategy session

After the report

Want us to make the fixes? Here's what that covers.

A lot of what the report finds is small, and any good developer can fix it. If you'd rather we did it, here's the work, on the site you have now or on a new one. Every site also gets a sitemap, an llms.txt file and a clear title and description on each page, checked automatically whenever the site changes.

  1. 01

    Say who you are

    Structured data, the labels in your page code that tell Google and AI assistants your name, locations, people and services, plus a page for each founder or key person, linked to their profiles and past work.

  2. 02

    Answer what customers ask

    Pages that answer your customers' real questions with details only you can give, like your prices and what a first visit looks like.

  3. 03

    Match everywhere else

    Google's and Bing's tools for site owners set up, and your Google, Bing and Apple Maps listings matched to your website's name, address, hours and phone number.

  4. 04

    Check it worked

    A fresh check against the report at two, six and twelve weeks, then a monthly report with next steps if you'd like us to stay on.

Nobody can promise a ranking or a spot in ChatGPT's answers, but we can fix what the report found.

Questions

Questions people ask before sending their website.

Which AI assistants does the report check?
ChatGPT, Perplexity, Google Gemini, Claude and Meta's Muse. The report lists every question we asked, so you can put any of them to the same assistant yourself and compare the answer.
Is AEO the same as SEO?
No, though they overlap. SEO is about where you rank in Google's list of links. AEO is about whether an AI assistant mentions you at all when someone asks for a recommendation. You can rank well on Google and still be missing from AI answers.
What's the difference between SEO, AEO and GEO?
SEO (search engine optimization) is showing up in Google's list of links. AEO (answer engine optimization) is being the answer an AI gives, whether in Google's AI summary or a chatbot. GEO (generative engine optimization) is the same idea aimed at assistants like ChatGPT and Claude. All three start from the same place: a website that's easy to read and a business that's easy to identify.
How long does the AI visibility report take, and what do you need from me?
48 hours, and just your website. We work out who your competitors are as part of the check.
How do I check what you send me?
Open the assistant and type the question yourself. The report lists every question we used, so you can check any answer in a minute.
What does it cost to fix what the report finds?
It depends on what the report finds. Some fixes take an afternoon. Some need a rebuild, and if it's a rebuild we'll tell you which parts can wait.
What happens after the report?
That's up to you. Many fixes are small enough for your own developer. If you'd like LA TechSpace to make them, we add structured data and founder pages, set up Google Search Console and Bing, match your Google, Bing and Apple Maps listings to your site, and check your results again over the next three months.
Can you guarantee I'll show up in ChatGPT afterwards?
No, and neither can anyone else. Assistants don't publish how they choose, and they change it. What we can do is find the specific reasons you're not being mentioned today, and tell you which ones are quickest and cheapest to fix.

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