# AgentReady.md certificate — www.avanti-lean.com

> AI-Ready score **72/100** · Grade **C** · Issued 2026-02-17T18:06:49.000Z

- **URL analyzed:** https://www.avanti-lean.com/
- **Domain:** www.avanti-lean.com
- **Score:** 72/100
- **Grade:** C
- **Issued at:** 2026-02-17T18:06:49.000Z
- **Signature (HMAC-SHA256, 64 bits):** `77544623185e6e69`
- **Verify (JSON):** https://agentready.md/v/cc89ae2c-92df-4894-8f10-128f33df1313/77544623185e6e69
- **Full report (HTML):** https://agentready.md/r/cc89ae2c-92df-4894-8f10-128f33df1313

## Score breakdown

| Dimension | Score | Weight | Grade |
| --- | ---:| ---:| :---:|
| Semantic Html | 83/100 | 20% | B |
| Content Efficiency | 70/100 | 25% | C |
| Ai Discoverability | 50/100 | 25% | D |
| Structured Data | 85/100 | 15% | B |
| Accessibility | 87/100 | 15% | B |

## Token efficiency

- HTML tokens: **67,987**
- Markdown tokens: **4,142**
- Reduction: **94%** (63,845 tokens saved)

## Top recommendations

- **add_llms_txt** [critical] — No llms.txt found
- **add_markdown_negotiation** [critical] — No markdown content negotiation
- **add_content_signals** [critical] — No Content-Signal header
- **improve_content_ratio** [high] — Content ratio: 9.9% (24542 content chars / 248171 HTML bytes)
- **add_semantic_elements** [high] — 82 semantic elements, 502 divs (ratio: 14%)

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Generated by [AgentReady.md](https://agentready.md/) — Free AI-readiness audit. This Markdown is the same audit data as the HTML page; signature can be re-verified at the verify URL above.