What is AI web readiness?

AI web readiness measures how well a website can be discovered, parsed, and cited by AI agents and large language models. It covers signals like /llms.txt, structured data, robots.txt AI crawler permissions, server-side rendering, and OpenGraph metadata.

What is /llms.txt and why does it matter?

/llms.txt is a plain text file placed at the root of a website that tells AI agents what the site is about, what it offers, and which pages to prioritize. Without it, AI agents have to guess your site's structure and purpose. It is the most impactful single change you can make for AI visibility.

How is the AI readiness score calculated?

The score is calculated across 20 weighted checks, each representing a signal that AI agents use when reading, classifying, or citing a website. Each check is a pass, partial, or fail, and the points add up to a score out of 100. The checks cover indexability (10 pts), /llms.txt (10 pts), structured data (9 pts), robots.txt AI permissions (8 pts), and further signals totalling 100 core points, plus four optional bonus checks.

Is AI readiness the same as SEO?

They overlap but are distinct. Traditional SEO optimizes for search engine crawlers and ranking algorithms. AI readiness optimizes for large language models and AI agents that read, summarize, and cite content directly. Many SEO best practices (structured data, fast load times, clear content) also help AI readiness, but AI-specific signals like /llms.txt have no SEO equivalent.

Which AI crawlers does the tool check for?

The tool checks for explicit permissions in robots.txt for GPTBot (OpenAI), ClaudeBot (Anthropic), PerplexityBot, Google-Extended, anthropic-ai, cohere-ai, and meta-externalagent, among others.

Is this tool free to use?

Yes, AI Web Readiness is completely free to use. No account or sign-up is required. Simply enter a URL and get a full report in seconds.

seriousplay.ae - 78/100 Good - AI Web Readiness

expand

Grade

Good

Solid foundation. A few targeted fixes will push you to excellent.

Score

+4 / 7 bonus

Passed

Partial

Failed

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Check breakdown12 passed · 3 partial · 5 failed

AI agent manifest

No /llms.txt found (status 404).

0 / 10

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llms.txt quality

There is no usable /llms.txt to evaluate. Add one first.

0 / 6

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Full-content AI feed

No /llms-full.txt found (status 404).

0 / 3

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✓

Indexability

The homepage can be indexed: no noindex directive, and robots.txt does not block search crawlers.

10 / 10

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✓

Structured data

1 JSON-LD block(s) with rich types: organization, website, webpage, service, country.

9 / 9

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✓

Attribution schema

Found an Organization or Person entity, a name, a url, logo, or sameAs, author or publisher on content.

5 / 5

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✓

Readable content ratio

9801 chars of text, 20.0% text-to-HTML ratio.

7 / 7

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✓

Crawler-visible content

9801 chars server-rendered, 1 H1, 9 H2, 51 substantial paragraph(s).

8 / 8

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✓

AI crawler permissions

Open to all 14 tracked AI agents.

8 / 8

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Page index

Valid sitemap at /sitemap.xml with 1 URL entries. To improve: list more than one URL.

5 / 6

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✓

Social and citation metadata

Present: og:title, og:description, og:image, og:site_name.

4 / 4

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Page identity signals

title: 79 chars, description: 175 chars. Note: the title is long enough to be truncated and the description is long enough to be truncated. Titles of 40-70 and descriptions of 50-160 characters score full marks.

5.5 / 7

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✓

Canonical authority

Canonical: https://seriousplay.ae/

4 / 4

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Redirect and host health

Good: http redirects to https, no redirect needed. To fix: www.seriousplay.ae serves the site too, though its canonical points back here. A redirect would be cleaner.

3.5 / 4

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✓

Accessibility and speed

HTTPS confirmed, homepage downloaded in 509ms.

3 / 3

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✓

Semantic structure

One H1, an ordered heading hierarchy, a <main> landmark, a lang attribute, alt text on images, and a viewport tag.

6 / 6

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✓

Q&A schemabonus

FAQPage schema found with 10 Question(s). LLMs cite structured Q&A heavily.

2 / 2

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Content feedbonus

No RSS or Atom feed detected. A content feed signals an actively updated site that agents should re-index.

0 / 1

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Agent discovery endpointsbonus

No agent discovery documents found (MCP server card, A2A agent card, API catalog, agents.json, or OpenAPI description).

0 / 2

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✓

Content freshnessbonus

1 date signal(s) found. Most recent: 06-Nov-2026.

2 / 2

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Fix this with AI

A complete brief covering all 8 outstanding issues, with the reason each one matters and the exact fix. Copy it into Claude, ChatGPT, Cursor, or any coding agent working on seriousplay.ae.

# AI readiness fixes for seriousplay.ae

Audit by AI Web Readiness (https://aiwebreadiness.com) on 2026-11-06. Full report: https://aiwebreadiness.com/report/bp_vHUNXSz
Current score: 78/100 (Good). 12 of 20 checks at full marks.

## Your task

You are working on the website https://seriousplay.ae. An automated audit measured how well this site can be discovered, parsed, and cited by AI agents and LLM-powered search engines. The issues it found are listed below, ordered by how many points each is worth.

Work through them in order, highest value first. For each issue, make the change in this site's codebase or CMS using the stack and conventions already in use. Where a fix needs copy, facts, or URLs you cannot verify from the existing site, ask me rather than inventing them.

There are 22 points on the table across these 6 issues. Fixing all of them reaches 100/100. If you only have time for the top 3, that alone is worth 19 points and takes the score to 97/100.

---

## Issues to fix (6)

### 1. AI agent manifest (10 points available)

**What the scan found:** No /llms.txt found (status 404).

**Why it matters:** An llms.txt file is a short, plain-text briefing written for AI agents. It states what your site is, what you offer and which pages matter most, so an agent can understand you in seconds instead of crawling dozens of pages and guessing. Without it, an assistant has to infer your purpose from whatever it happens to find, and it may describe you inaccurately or skip you.

**How to fix it:** Create a plain text file at /llms.txt in your site root. It should start with a # Title line, a short > description, and a list of your key pages as markdown links. Use the draft generated below as your starting point. It is ready to deploy as-is.

### 2. llms.txt quality (6 points available)

**What the scan found:** There is no usable /llms.txt to evaluate. Add one first.

**Why it matters:** Agents rely on that structure to decide where to go next. A file that is just a paragraph of prose, or one full of broken or off-site links, gives them little to act on and can send them to dead ends. A well-formed file works like a trustworthy table of contents: it tells an assistant which pages answer which questions, which makes it more likely your best pages are the ones that get read and cited.

**How to fix it:** Follow the llmstxt.org format. Start with a single "# Site name" line, add a "> one sentence summary" blockquote, then group at least three markdown links under "## Section" headings, written as "- [Page name](https://yoursite.com/page): what it covers". Keep links on your own domain and make sure each one loads.

### 3. Full-content AI feed (3 points available)

**What the scan found:** No /llms-full.txt found (status 404).

**Why it matters:** Where llms.txt is a map, llms-full.txt is the whole territory: the full text of your key pages in one place. An agent with limited time or a limited context window can read your content in a single request, with no page-by-page crawling and no risk of missing something behind navigation or scripts. It is a small file to publish, and it lets AI tools represent your content accurately and completely.

**How to fix it:** Create /llms-full.txt at your site root containing the full text of your most important pages, concatenated in order. Each page should be separated by a clear heading. Many static site generators and CMS platforms have plugins that generate this automatically.

### 4. Page identity signals (1.5 points available, currently scoring 5.5 of 7)

**What the scan found:** title: 79 chars, description: 175 chars. Note: the title is long enough to be truncated and the description is long enough to be truncated. Titles of 40-70 and descriptions of 50-160 characters score full marks.

**Why it matters:** The title and description are the first things a search engine or an AI agent reads to decide what a page is about and whether it is relevant to a question. Missing or vague ones make the page harder to classify, and overlong ones get truncated in search results and citations. A clear, specific title and description improve how often your page is chosen and how accurately it is described.

**How to fix it:** Write a descriptive <title> tag of 40-70 characters that clearly names the page and your brand. Add a <meta name="description"> of 50-160 characters that summarises what the page offers. Longer values get truncated. Both should be unique per page, specific rather than generic, and written for humans.

### 5. Page index (1 point available, currently scoring 5 of 6)

**What the scan found:** Valid sitemap at /sitemap.xml with 1 URL entries. To improve: list more than one URL.

**Why it matters:** A sitemap is the list of pages you want found. It lets crawlers discover content that internal links might not surface and tells them which pages have changed recently, so updates are picked up faster. Without one, discovery depends on crawlers following links, and pages that are deep in your site, new or poorly linked can be missed for a long time.

**How to fix it:** Create a valid XML sitemap listing your important pages with <loc> and <lastmod> entries, serve it at /sitemap.xml, and add a line 'Sitemap: https://yourdomain.com/sitemap.xml' to your robots.txt. Most CMS platforms generate this automatically.

### 6. Redirect and host health (0.5 points available, currently scoring 3.5 of 4)

**What the scan found:** Good: http redirects to https, no redirect needed. To fix: www.seriousplay.ae serves the site too, though its canonical points back here. A redirect would be cleaner.

**Why it matters:** Every extra version of your address splits your search presence and wastes crawler time. When both www and non-www serve the site, or http does not redirect to https, search engines can treat them as separate sites and share your authority between them. Long redirect chains slow crawlers down and some give up before the end. One clean permanent redirect to a single main address keeps everything together.

**How to fix it:** Add a single permanent (301) redirect from http to https, and from the version of your hostname you do not use (www or non-www) to the one you do. Aim for one hop or none between any entry URL and the final page.

---

## Optional bonus checks

These are scored separately from the 100-point core and do not change the headline score. They only apply if they fit the site. Skip any that do not make sense for what this site is.

- **Agent discovery endpoints** (up to 2 more points): No agent discovery documents found (MCP server card, A2A agent card, API catalog, agents.json, or OpenAPI description). How: Publish at least one machine-readable discovery document that applies to you, for example /.well-known/mcp.json for an MCP server, /.well-known/agent-card.json for an A2A agent, /.well-known/api-catalog for your APIs, or /openapi.json for a REST API. Two or more earn full marks.
- **Content feed** (up to 1 more points): No RSS or Atom feed detected. A content feed signals an actively updated site that agents should re-index. How: Create an RSS or Atom feed at /feed.xml or /rss.xml listing your most recent content with title, link, description, and pubDate per item. Add a <link rel="alternate" type="application/rss+xml" href="/feed.xml"> tag to your <head> so agents can discover it automatically. A feed that exists but is not advertised earns partial credit.

---

## Ready-to-deploy /llms.txt

This draft was generated from the site's own metadata and links. Review the wording, correct anything inaccurate, then save it as a plain text file at the site root so it resolves at https://seriousplay.ae/llms.txt

```
# Serious Play UAE by 1Mind Academy

> Build it. Say it. Own it. Hands-on LEGO® SERIOUS PLAY® workshops for UAE teams, led by 1Mind Academy.

## Key Pages
- [Home](https://seriousplay.ae/)

## About
This file follows the /llms.txt convention, which provides AI agents and language models with a structured map of this site. Learn more at https://llmstxt.org.
```

---

## Already passing, do not regress

These signals are already at full marks. Preserve them while making the changes above:

- **Indexability** (10 pts): The homepage can be indexed: no noindex directive, and robots.txt does not block search crawlers.
- **Structured data** (9 pts): 1 JSON-LD block(s) with rich types: organization, website, webpage, service, country.
- **Attribution schema** (5 pts): Found an Organization or Person entity, a name, a url, logo, or sameAs, author or publisher on content.
- **Readable content ratio** (7 pts): 9801 chars of text, 20.0% text-to-HTML ratio.
- **Crawler-visible content** (8 pts): 9801 chars server-rendered, 1 H1, 9 H2, 51 substantial paragraph(s).
- **AI crawler permissions** (8 pts): Open to all 14 tracked AI agents.
- **Social and citation metadata** (4 pts): Present: og:title, og:description, og:image, og:site_name.
- **Canonical authority** (4 pts): Canonical: https://seriousplay.ae/
- **Accessibility and speed** (3 pts): HTTPS confirmed, homepage downloaded in 509ms.
- **Semantic structure** (6 pts): One H1, an ordered heading hierarchy, a <main> landmark, a lang attribute, alt text on images, and a viewport tag.
- **Q&A schema** (2 pts): FAQPage schema found with 10 Question(s). LLMs cite structured Q&A heavily.
- **Content freshness** (2 pts): 1 date signal(s) found. Most recent: 06-Nov-2026.

---

## When you are done

Deploy the changes, then rescan seriousplay.ae at https://aiwebreadiness.com to confirm the score moved. The report tracks the delta between scans automatically.

Click the box to select all · 9,628 characters

/llms.txt draft

Ready-to-deploy file. Drop it in your site root so AI agents can find a structured map of what you offer.

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