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Schema.org @graph
Every listing ships a connected JSON-LD @graph — Organization, WebSite, WebPage and Product nodes — so crawlers and LLMs understand what your product is, not just that a page exists.
SEO Guide · May 31, 2026
Search isn’t just ten blue links anymore. People ask ChatGPT, Perplexity, Claude and Gemini — and those systems cite sources they can read and trust. This guide covers the fundamentals that still matter, plus what LaunchLog builds into every listing to make your product citable.
The shift
Around 90% of web journeys still start with search, but a growing share of answers are now generated, not listed. An AI answer engine doesn’t rank a page — it reads it, decides whether it’s trustworthy, and quotes it. If your page is thin or unstructured, it gets skipped.
That means a modern launch page has to satisfy two readers at once: a human who wants to understand your product in seconds, and a machine that needs structure to cite you with confidence. LaunchLog is designed around exactly that.
The tech edge
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Every listing ships a connected JSON-LD @graph — Organization, WebSite, WebPage and Product nodes — so crawlers and LLMs understand what your product is, not just that a page exists.
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LaunchLog generates llms.txt and llms-full.txt automatically, giving AI systems a clean, machine-readable map of the directory and your listing within it.
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Request a listing with Accept: text/markdown and you get a clean markdown version of the page — the format LLMs read best, served straight from the canonical URL.
Fundamentals
None of this is glamorous, and all of it compounds. Get these right before chasing anything clever.
Where listings fit
A listing in a legitimate, human-reviewed directory is a credibility signal to both users and search engines — and now a citable source for AI answers.
Write, ship in public, and show up where your audience already is. Earned mentions compound over time.
Speed, structure and crawlability are the boring fundamentals that make everything else you do actually count.
The difference
A row in a generic directory
A LaunchLog listing
Paste your URL and get a free, private preview of a fully structured listing — schema, metadata and all. Pay only when you publish.