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LovedByAI
Case study

Andre's site is now something ChatGPT reads to answer.

Andre Guelmann does technical SEO for a living. His personal site was already well built. LovedByAI unlocked its potential for AI engines too, and three months later ChatGPT pulls straight from his pages, AI mentions are up 88%, and AI visitors nearly tripled. He never rewrote a line.

Andre Guelmann

Andre Guelmann

andreguelmann.com

01The result

ChatGPT now reads his site to answer.

When ChatGPT works through a question in Andre's field, it goes to his site and reads it mid-answer. His pages are a source the models pull from and cite, right when it counts.

ChatGPT

Reading his site mid-answer

ChatGPT searching and reading andreguelmann.com while answering a question

ChatGPT pulling directly from andreguelmann.com while it works through a question.

+88%
More AI mentions
+185%
More AI visitors (nearly 3x)
3
Months to get there

02The growth

Surfaced by AI, again and again.

Over 90 days, mentions of Andre across AI answers rose 88%, and visitors arriving from AI nearly tripled. On a focused personal-brand site, that is real, compounding momentum: AI surfacing him more, and more often, to the right people.

AI Mentions & Visitors

Last 90 days

LovedByAI dashboard chart showing Andre Guelmann's AI mentions up 88% and AI visitors up 185% over 90 days

Actual LovedByAI dashboard: mention and visitor growth over 90 days.

03The starting point

The content was never the problem.

Andre is a technical SEO and growth consultant. He advises companies on exactly this kind of work, and his own site was well built and full of strong content.

But being readable to people and being readable to AI are two different things. AI engines need structured data, answers shaped like questions, and titles that state the point. Most sites, even well-optimized ones, do not have that yet. Andre could have hand-coded all of it himself. He installed the plugin instead.

andreguelmann.com

A growth consultant's own site

Andre Guelmann's homepage, describing him as a fractional growth lead and technical SEO

04What changed

What LovedByAI actually did.

It scanned the site and built an AI-facing layer on top of it. Its optimizer scored one of his key pages 5 out of 10, then lifted it to 9. Every change below is invisible to human visitors. The pages Andre designed stay exactly as they are.

01

Titles and structure that lead with the point

A vague page title tells a machine nothing. LovedByAI rewrote the AI-facing title to say exactly what the page answers and moved the key information to the top, so a model reading fast still gets it. Same page for humans, a clear signal for AI.
Original · scored 5/10
Andre Guelmann's original page in the LovedByAI optimizer, scored 5 out of 10
Optimized · lifted to 9/10
Andre Guelmann's page after LovedByAI optimization, showing added JSON-LD FAQPage schema and a descriptive meta title, scored 9 out of 10

02

Hidden structured data, including FAQ schema

JSON-LD schema is invisible code that tells AI engines the facts of a page: who this is, what he does, and the questions the page answers. LovedByAI generated and injected it site-wide, including FAQPage schema, so models can quote him with confidence instead of guessing.

Hidden optimization changes

Applied automatically

LovedByAI showing the hidden changes applied to Andre Guelmann's page, including JSON-LD FAQPage, Organization and Article schema

03

Answers shaped like the questions people ask AI

When someone asks ChatGPT a question, it looks for pages that already answer it. LovedByAI generated relevant Q&A pairs from his own content, so the models find ready-made answers to cite, phrased the way people actually ask.

Auto-generated FAQ

Drawn from his existing content

Auto-generated FAQ section on Andre Guelmann's site

04

Every page mapped, plus an llms.txt readme

LovedByAI inventoried every page and summarized it, then generated an llms.txt file: a plain guide that points engines to who Andre is, what he offers, and which pages matter most. It stays up to date automatically as the site changes.

Page structure

Every page mapped and summarized

LovedByAI page structure view listing Andre Guelmann's pages, each mapped and summarized

05

A dashboard that ends the guesswork

For the first time, Andre can see which AI systems visit his site, how often, and whether that turns into citations. AI traffic used to be a black box. Now it is a number he can watch.

Nothing changes for human visitors. LovedByAI builds a separate, optimized version that only AI crawlers see. The site Andre's visitors know stays exactly the same.

05In his words

“An SEO/GEO tool built for the new era of search”

“AI search isn't going away, and most websites aren't built for it. LovedByAI fills that gap without touching anything you've already built, by adding a machine-readable layer that LLMs like ChatGPT, Claude, and Perplexity can actually see, while your site looks and works exactly the same for humans.
What makes it genuinely useful is the analytics dashboard. AI traffic has always been a black box: you rarely know if bots are crawling you, citing you, or ignoring you entirely. This changes that. You can see which AI systems are visiting, how often, and whether that's translating into citations. That kind of visibility is rare.
If you're serious about staying visible as search shifts toward AI-generated answers, this is worth adding now rather than scrambling to catch up later.”
Andre Guelmann

Andre Guelmann

Technical SEO consultant

See what AI reads on your site.

Run the same scan Andre started with. It's free and takes about 30 seconds.

Andre Guelmann: the site ChatGPT reads to answer | LovedByAI