AI website readability lab
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YOWNA AI READABILITY AUDIT

When customers ask AI, does your name come up?

How visible your brand is inand other AI search engines

Yowna is an AI-readiness audit for websites. It provides 43 deterministic checks for owners and marketing teams who need to know whether ChatGPT, Gemini and Perplexity can actually read their site.

  • No changes to your site
  • Ready in 30–90 sec
  • Traceable evidence
Live analysis previewYOWNA / READABILITY LABIllustrative data
  1. 1Reading robots.txtLive analysis preview
  2. 2Finding pages to check
  3. 3Fetching page content
  4. 4Testing AI readability
  5. 5Running checks

How AI reads your website

A87/ 100
GEO
85
Technical SEO
89

Six analysis dimensions

  1. 01crawlability96
  2. 02readable content82
  3. 03answerable structure88
  4. 04structured data76
  5. 05trust signals91
  6. 06technical basics86
43

deterministic checks

GEO and technical SEO, all rule-based — no AI in the loop

6

analysis dimensions

From crawlability to trust signals, so you know what to fix first

30–90

seconds to scan

We fetch and render your pages — not guess from config files

One site, fixed by the report, from grade D to grade A

Two reports for the same URL, three hours apart. No redesign, no rewrite — only the layer AI actually reads.

DA
Issues
195
High risk
61
Technical
99 / 100
Before
Actual report: something-furry.yowna.com graded D, high risk, sampled 2026-08-10 19:30, 5 pages and 30 checks

19 issues, 6 of them high risk. AI could reach the page, but what it read was fragmented.

After
Actual report: something-furry.yowna.com graded A, excellent, sampled 2026-08-10 22:04, 4 pages and 30 checks

Only 5 issues left. Technical score 99 — AI can both reach and understand it.

Unretouched screenshots of the actual report page; only the sign-in details in the top right were cropped out. The score measures how easily AI can read a site — it is not a promise of rankings or revenue.

Refund if it doesn't work

Complete the recommended fixes within 14 days. If your grade does not go from D to A, we refund you in full.

Applies to sites that complete every fix specified in this report; the result of a re-scan on Yowna after the fixes is what counts. If the grade does not reach A, the optimization service fee is refunded in full.

Try it on your site

Six things happen, in order, after you hit scan

No human in the loop. Each step lights up only once the machine actually gets there.

Scanning · example.comDemo
  1. Reading robots.txt

    We ask your site which pages we may read, and touch nothing you disallow.

  2. Finding pages to check

    We pick the pages that best represent the site, from your sitemap and internal links — up to 20.

  3. Fetching page content

    We fetch those pages: raw HTML, response headers and structured data.

  4. Testing AI readability

    We run your site in a browser. What you can see is not always what an AI can read.

  5. Running checks

    43 checks run at once across 6 axes: readability, structured data, citability and more.

  6. Scoring

    We grade the site, explain every deduction, and rank fixes by impact.

This is a demo animation of the six real stages a scan goes through. A scan takes about 30 to 60 seconds. The slow part is “testing AI readability”: we run your site in a real browser to find out what an AI actually sees.

Frequently asked questions

The questions customers ask us most.

What is an AI readiness check?
It is a site audit written for AI search engines rather than for humans. Yowna fetches your pages and runs 43 checks across 6 axes. You get a score from 0 to 100, plus the evidence and the fix for every finding.
How is AI search different from traditional SEO?
Traditional SEO competes for rank, so that someone clicks through to your site. AI search competes for citation, and the answer is written directly into the conversation. The emphasis moves from keywords to whether a machine can take your content apart. That is why structured data and question-answer structure now carry more weight.
How long does it take? Do I need an account?
No account is needed — enter a URL and it runs. A single scan is capped at 90 seconds, and most sites finish sooner. You are taken to the report as soon as it is done.
What is the difference between the free and full report?
The free tier shows your total score, the 6 axis scores, and how many problems were found at each severity. The full report tells you which page each problem is on, what the raw evidence was, and how to fix it. NT$990 is a one-time payment; that report stays readable forever and can be downloaded as a PDF.
What exactly do you check?
43 checks across 6 axes: crawlability, readable content, answerable structure, structured data, trust signals, and technical basics. Whether AI crawlers can actually read your content is measured with two different fetch modes — it is not guessed from your config files.
Why does ChatGPT never mention my site?
The most common cause is content that only appears after JavaScript runs. Most AI crawlers do not execute JavaScript. The next most common causes are a robots.txt that blocks AI crawlers, and a site with no quotable factual sentences on it. The check reports all three separately.
Can I download the report?
Yes. The full report includes a PDF download. The PDF matches the web version and carries the report number and sampling time, so you can forward it to a colleague or a vendor as-is.
Does a low score mean my rankings will drop?
No. This score measures how hard your site is for an AI to read. It is not your search ranking, and it is not your odds of being cited. It measures technical readiness — being ready does not guarantee citation, but not being ready makes it nearly impossible.

What are these checks based on?

The criteria come from published research and the engines' own documentation — not from our opinion. Every check can point at its source.

Across 10,000 queries and 25 domains, adding citations, statistics and quotations improved content visibility in generative engine responses by up to 40%.

Aggarwal et al., GEO: Generative Engine Optimization, KDD 2024

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