Solarly

PrismML — AI-Readiness Report

prismml.com

PrismML introduces Bonsai 27B, a highly efficient AI model that operates effectively on low-memory devices like smartphones. Its key features include: 14x less memory usage, 8x faster processing, and 5x less energy consumption compared to traditional large models. Bonsai 27B is available in both 1-bit and Ternary formats, designed for local device applications with capabilities like multi-step reasoning and multimodal understanding. The model shows impressive performance in terms of intelligence density, throughput, and energy efficiency, aiming to revolutionize AI research focused on efficiency rather than sheer size.

38/100

Sub-scores

  • Schema.org Coverage0
  • Crawler Accessibility80
  • Content Structure100
  • Metadata Quality10
  • AI Directives (llms.txt)0

Findings (3)

  • critical
    Missing /llms.txt manifest

    prismml.com does not expose an /llms.txt file. AI crawlers cannot discover canonical content fast.

  • critical
    No Schema.org JSON-LD detected

    No structured data found on the homepage of prismml.com. LLMs rely on JSON-LD for entity grounding.

  • info
    Open Graph metadata incomplete

    og:description and og:image missing.

Machine-readable directives

# PrismML

> AI-readiness profile for prismml.com generated by Solá, the Solarly AI SEO Engine.

## Info

- **Name:** PrismML
- **Domain:** prismml.com
- **Homepage:** https://prismml.com
- **Score:** 38/100 (Solá's AI-readiness rating)

PrismML introduces Bonsai 27B, a highly efficient AI model that operates effectively on low-memory devices like smartphones. Its key features include: 14x less memory usage, 8x faster processing, and 5x less energy consumption compared to traditional large models. Bonsai 27B is available in both 1-bit and Ternary formats, designed for local device applications with capabilities like multi-step reasoning and multimodal understanding. The model shows impressive performance in terms of intelligence density, throughput, and energy efficiency, aiming to revolutionize AI research focused on efficiency rather than sheer size.

## Canonical pages

- [Home](https://prismml.com)

## Crawl policy

- Recommended allow: GPTBot, ClaudeBot, PerplexityBot, Google-Extended
- Preferred citation: "PrismML (prismml.com)"
{
  "schema_version": "1.0",
  "organization": {
    "name": "PrismML",
    "domain": "prismml.com",
    "url": "https://prismml.com"
  },
  "score": 38,
  "breakdown": [
    {
      "label": "Schema.org Coverage",
      "value": 0
    },
    {
      "label": "Crawler Accessibility",
      "value": 80
    },
    {
      "label": "Content Structure",
      "value": 100
    },
    {
      "label": "Metadata Quality",
      "value": 10
    },
    {
      "label": "AI Directives (llms.txt)",
      "value": 0
    }
  ],
  "endpoints": {
    "llm_manifest": "https://prismml.com/llms.txt",
    "sitemap": "https://prismml.com/sitemap.xml",
    "robots": "https://prismml.com/robots.txt"
  },
  "detected": {
    "jsonld_types": [],
    "h1_count": 1,
    "has_meta_description": false,
    "has_og_image": false,
    "has_canonical": false,
    "has_llms_txt": false,
    "ai_bots_blocked": []
  },
  "crawl_policy": {
    "recommended_allow": [
      "GPTBot",
      "ClaudeBot",
      "PerplexityBot",
      "Google-Extended"
    ],
    "citation": "PrismML (prismml.com)",
    "attribution_required": true
  },
  "generated_by": "sola-solarly",
  "generated_at": "2026-07-15T12:17:04.275Z"
}
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