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See if AI can find your site.

People increasingly ask ChatGPT, Claude, Gemini and other AI assistants for recommendations, and those answers name specific companies. Everfound shows you whether they mention you, who they recommend instead, and what your site is missing. Then it gives you the fixes, and a second run measures what they moved.

We asked one question across six AI assistants.Did nike.com appear in the answer?Example
ChatGPTNo brands at all
ClaudeMentioned Nike
GeminiRivals instead
PerplexityMentioned Nike
GrokMentioned Nike
AI OverviewsRivals instead
3 / 6Nike appeared in 3 of 6 AI answers to a buyer's question. The other three leaned on specialist advice instead. From our independent audit of nike.com.

Real answers from our independent audit of nike.com

ChatGPT“If you’re racing a road marathon and want the fastest shoe, start by trying the ASICS Metaspeed Edge Tokyo, Nike Alphafly 3, and adidas Adizero Adios Pro 4.”Perplexity“For the fastest carbon-plated race shoe, the Nike Alphafly 3 is the most consistent top pick across several testers.”
Claude“Nike.com is the official retailer's website and is safe to order from.”AI Overviews“The top marathon racing shoes on the market feature high-end superfoams and carbon-fiber plates for maximum energy return. Leading options include the Nike Alphafly 3.”

How AI discovery works

Why a model leaves you out

A model answering a question about your category does not browse your website. It decides from a few machine-readable signals it can either find on your site or it can't.

Everfound checks each of those signals automatically and writes the ones you are missing.

Findings from our independent audit of nike.com · Nike is not affiliated with Everfound

Product JSON-LD

Tells a model each shoe is a product it can recommend, with a price and availability it can state as fact. Without it, a model recommending the Alphafly leans on third-party reviews for every detail.

{
  "@context": "https://schema.org",
  "@type": "Product",
  "name": "Nike Alphafly 3",
  "brand": { "@type": "Brand", "name": "Nike" },
  "offers": {
    "@type": "Offer",
    "price": "285.00",
    "priceCurrency": "USD",
    "availability": "https://schema.org/InStock"
  }
}

What Everfound does

Your next run re-reads your site and scores it again

When your fixes are live, run the audit again: Everfound re-crawls your pages, re-scores every check, and shows the ones that now pass, the ones that improved, and the ones that lost ground since your last run. Your paid audit includes a second run to check your fixes worked.

Your pages answer real questions · nike.com8 of 13 points earned
Comparison or versus content0/3→3/3awaiting re-read
Pricing and product info page0/2→2/2awaiting re-read
62→100These five points are the entire gap. Both fixes are pages written once, and this category reaches its full score.

This arithmetic comes from the audit's rubric. It is not a projection.

How AI discovery works

Assistants can also ask your site directly

AI discovery is evolving: newer assistants can ask a website for current facts instead of relying on what they remember about it. Everfound makes your site's answers available in the format those assistants expect, keeps them current, and runs the whole service on your behalf. There is no software for you to install or keep running.

everfound.ai/.well-known/mcp.json

{
  "name": "Everfound",
  "version": "1.0.0",
  "endpoint": "https://everfound.ai/api/mcp/…",
  "transport": "http",
  "provider": { "name": "Everfound" }
}

That is the entire installation. Save it in public/.well-known/ and deploy as normal.

Each answer says where it came from

crawled
We read this off your own pages.
owner_confirmed
You told us this. It overrides anything read off the page.
generated
We wrote it, and it is never passed off as something you said.

What Everfound does

Everfound continues watching as models change

AI answers drift as assistants retrain and re-crawl. Everfound re-checks your visibility every week, delivers the report to your inbox, and tells you the week something moves, so you never have to follow every model change yourself.

  • New models and changed model behavior
  • Your visibility moving up or down
  • New competitors entering the answers
  • Answers that start getting you wrong

The same assistants, asked about shin splints. Half the answers never named Nike.

AI Overviews“To stop shin splints from running on pavement, wear high-cushion, shock-absorbing running shoes or stability shoes that match your foot's arch type.”ChatGPT“For pavement running and shin-splint-type pain, look for proper running shoes that are comfortable, well cushioned, and matched to your foot/arch mechanics.”
Gemini“Running on hard pavement subjects your lower body to repetitive, high-impact forces.”

Run a free preview

See whether AI assistants recommend your site and who they recommend instead. Free, before you pay anything.

FAQ

Questions

The rest are on the FAQ page, and the full method is written up in how it works.