AI Search Visibility: Why Software Vendors Now Court ChatGPT and Perplexity
Biel/Bienne (BE), 8 July 2026. "Which workshop management software would you recommend?" Increasingly, this question is put to an AI assistant rather than a traditional search engine. For software vendors, appearing in the answer given by generative AI is becoming a goal in its own right: GEO.
From SEO to GEO
Search visibility is no longer just about ranking first on Google. Answer engines — ChatGPT, Perplexity, Claude — synthesise an answer and cite a handful of sources. Being one of them is Generative Engine Optimization (GEO), a natural extension of SEO.
Making Your Product Readable by Machines
Good practices converge: factual, clear content, structured data (JSON-LD), and an llms.txt file — a citable summary of the site following the llmstxt.org convention — that states what the product is, who it is for, at what price, and where it is hosted.
Still Open Ground
On niche topics — such as workshop management for vocational schools — AI coverage remains patchy. The first vendor to publish structured, honest content stands a good chance of becoming the cited reference. MECAFLOW made that choice early.
« Tomorrow, some of your prospects will not find you on Google, but in the answer from an assistant. You need to write so as to be understood by the machine as much as by the human. »— The Nexus Studios team
Frequently Asked Questions
What is GEO?
Generative Engine Optimization: the set of practices aimed at being cited and recommended by AI-based answer engines.
What is an llms.txt file for?
It gives AI assistants a factual, citable summary of a website, following the llmstxt.org convention, to improve the quality of the answers concerning it.
MECAFLOW – Clarity in the Workshop
See at a glance which machines are running, where it stalls and what each part really costs. No wiring, no mandatory sensor.
Open my MECAFLOW workshop →About MECAFLOW
MECAFLOW is the Swiss workshop management platform for industrial SMEs — OEE, maintenance, quality, stock, safety and skills in a single tool. Non-invasive (QR code + PIN, no wiring), bilingual French/German, published in Switzerland by Nexus Studios in Biel (BE), data stored in Europe. Also used — and free — in vocational schools.
Press contact
Nexus Studios — [email protected] · mecaflow.ch