When someone asks an AI for a recommendation, be the answer.
In 2026, customers ask ChatGPT, Perplexity, and AI-powered search before they ask Google. CoreLayerEngine makes your business legible to those engines: it publishes a machine-readable public profile, a structured product feed, and a per-business llms.txt, scores your AI-search readiness, and rewrites your profile copy for citability — with your approval on every change.
Screens on this page are real captures of the shipping console running the built-in demo workspace — a fictional Varanasi sweet shop, not a customer. The numbers on screen are seeded demo data.
What does CoreLayerEngine publish for AI engines?
Three public, always-current surfaces per business, generated from your profile and offerings — plus a human-readable AI landing page at /ai/<your-business>. Assistants and agents get a canonical source of truth about you instead of guessing from scraps.
/ai/<your-business>.json
A structured profile: who you are, what you offer, where, in machine-readable form.
/ai/<your-business>/products.json
A Schema.org product feed AI shopping and buyer agents can parse.
/ai/<your-business>/llms.txt
A curated plain-text summary in the emerging llms.txt convention.
What is the AI-visibility score?
A readiness check answering: could an AI engine confidently describe and recommend this business? It scores profile completeness, offering clarity, structured-data presence, and answerability, then hands you a ranked fix list. The score also feeds your overall presence health score.
Check your presence health score →How does the profile boost work?
The engine drafts better versions of your bio, offerings, search keywords, and AI-search summary — written to convert humans and be quotable by machines. Nothing applies silently: every rewrite is a proposal you approve, edit, or reject. Your website can be ingested automatically so drafts start from what's true.
Does this replace SEO?
No — it extends it. Search engines still matter; answer engines increasingly decide who gets mentioned at all. The same structured clarity that makes AI assistants cite you also strengthens classic local SEO. One profile, both audiences.
Bonus: commerce surfaces
Where relevant, offerings can be published to ONDC (India's Open Network for Digital Commerce), and the scan-to-market flow turns a product photo into structured, sellable listing data. Your catalog becomes machine-actionable, not just visible.
Frequently asked questions
What is AI visibility (GEO/AEO) for a business?+
It's optimizing how AI systems — ChatGPT, Perplexity, Gemini, AI Overviews — understand and recommend your business. Instead of only ranking web pages, you publish structured, quotable facts about who you are and what you sell, so answer engines can cite you confidently.
What is an llms.txt file?+
A plain-text file, served at a known URL, that gives AI language models a curated summary of an entity — what it is, what it offers, where to learn more. CoreLayerEngine generates and hosts one per business automatically, alongside JSON profile and product feeds.
Will AI assistants really use these files?+
The formats exist because engines consume them: llms.txt is an emerging convention AI crawlers increasingly fetch, and Schema.org JSON feeds are standard machine food. No one can guarantee a specific engine cites you — anyone promising that is selling magic — but structured, consistent, retrievable facts measurably improve your odds.
Do I have to write anything for AI visibility?+
No. The engine builds the surfaces from your existing profile, can ingest your website to learn your offerings, and proposes improved bios, keywords, and summaries. You approve or edit each suggestion; approved changes update every surface at once.
Is AI visibility included in every plan?+
Yes. AI-visibility surfaces, the readiness score, and profile-boost proposals are part of every tier including Free — because being findable by AI shouldn't be an enterprise upsell. Volume limits (posts, languages, videos) are what vary by plan.
The next customer will ask an AI first. Have an answer ready.
Your AI profile goes live the day you sign up