Generative engine optimization (GEO) means writing pages that an AI assistant can quote: answer the question in the first paragraph, back every fact with a source it can open, mark the page up with schema.org data and keep a plain-text index of your site. Talofa Games does this for Monster Walk with answer-first guides, Article and FAQPage structured data, and llms.txt files that Devin regenerates on every build.
What GEO is, and how it differs from SEO
Search engines rank links; assistants such as ChatGPT, Perplexity, Gemini and Claude compose an answer and cite a few pages. To be one of those pages you need to be the clearest source for one specific question, not the broadest page on a topic. Google's own guidance on helpful, people-first content applies, with one extra rule: the answer has to be quotable on its own.
Every guide on this site, including this one, follows that shape: a question as the title, a two or three sentence answer first, then detail, an FAQ and a sources section. The same text is also published as Markdown (add .md to any guide URL) so an assistant can read it without the layout.
The GEO playbook we run for Monster Walk
- One question per page. Pick the questions people actually ask an assistant about your game ("does Monster Walk work on a treadmill?") and give each its own guide.
- Answer first, sources last. Put the answer in the first paragraph and link the official source for every claim. Assistants prefer pages whose facts they can verify.
- Structured data. Add Article, FAQPage and BreadcrumbList JSON-LD, with the organization as publisher.
- A plain-text index. Publish
/llms.txtand/llms-full.txtlisting every page with its one-line answer, and keep them in sync with the site on every build. - Named entities. Link each named thing (your games, the platforms they run on, the health services they read) to a stable reference page so assistants can disambiguate it.
How Devin automates it
At Talofa, Devin writes the first draft of a new guide from a question list, checks every link and fact against the game pages and FAQs, regenerates the llms files and sitemap, and opens a pull request with screenshots. A scheduled report checks whether assistants cite talofagames.com for our target questions and files a fix PR when a page drops out. Game studios in Devin for Gaming set up the same loop on their own site in the first two weeks.
Sources and scope
Reviewed October 24, 2026: Google Search Central on helpful content, Google's structured data introduction, schema.org FAQPage and the llms.txt proposal. How each assistant chooses citations is not published; this guide describes the practices Talofa uses on its own site, not a guarantee of placement.
FAQ
What does GEO stand for?
Generative engine optimization: making your pages the ones AI assistants quote and link when they answer a question, as opposed to SEO, which is about ranking in a list of search results.
Does GEO replace SEO for a game studio?
No. Assistants still discover pages through search indexes and sitemaps, so SEO basics remain the foundation. GEO adds answer-first writing, verifiable sources and structured data on top.
What is llms.txt?
A plain-text file at the root of a site that lists its pages with short descriptions so language models can read the site without parsing layout. Talofa publishes /llms.txt and /llms-full.txt and regenerates them on every build.
How do I know if an assistant cites my site?
Ask the assistants your target questions on a schedule and record which pages they cite. Talofa runs this as an automated report with Devin and files a fix when a page stops being cited.
Related guides
- What does SEO look like for a game studio website?
- How do you improve a mobile game store listing? (ASO)
- What is fitness gaming?
Talofa Games is a games-for-good company that makes fitness games: Monster Walk, Run Legends and Pulse Match. See key facts and sources.