https://bild.systems

{
  "url": "https://bild.systems",
  "timestamp": 1787400654319,
  "fetch": {
    "mode": "simple",
    "timeMs": 125,
    "htmlSizeBytes": 64757,
    "supportsMarkdown": true,
    "markdownAgents": {
      "contentNegotiation": true,
      "mdUrl": {
        "found": false,
        "url": null
      },
      "linkTag": {
        "found": false,
        "url": null
      },
      "linkHeader": {
        "found": false,
        "url": null
      },
      "responseHeaders": {
        "contentSignal": null,
        "xMarkdownTokens": null,
        "vary": "Accept"
      },
      "frontmatter": {
        "present": false,
        "fields": [],
        "level": "none"
      },
      "level": "cloudflare",
      "contentNegotiationMediaType": "text/markdown",
      "properMediaType": true
    },
    "statusCode": 200
  },
  "extraction": {
    "title": "bild — Automation, made human.",
    "excerpt": "We build the systems that do the busywork, so people can do the good work.",
    "byline": null,
    "siteName": "bild",
    "lang": "en-AU",
    "contentLength": 2887,
    "metadata": {
      "description": "bild builds agent workflows around the way your team already works — busywork off your plate, judgment kept in the room.",
      "ogTitle": "bild — Automation, made human.",
      "ogDescription": "We build the systems that do the busywork, so people can do the good work.",
      "ogImage": "https://bild.systems/assets/og.png",
      "ogType": "website",
      "canonical": "https://bild.systems/",
      "lang": "en-AU",
      "schemas": [
        {
          "@type": "Organization",
          "@id": "https://bild.systems/#organization",
          "name": "bild",
          "legalName": "bild systems",
          "url": "https://bild.systems/",
          "logo": "https://bild.systems/assets/icon-512.png",
          "email": "[email protected]",
          "description": "bild designs and builds agent workflows around the way your team already works — taking repetitive operations off your plate without taking judgment out of the room.",
          "slogan": "Automation, made human.",
          "sameAs": [
            "https://www.linkedin.com/company/bildsystems/",
            "https://github.com/bildsystems",
            "https://x.com/bildsystems",
            "https://www.instagram.com/bildsystems/",
            "https://www.threads.com/@bildsystems",
            "https://www.facebook.com/bildsystems",
            "https://www.tiktok.com/@bildsystems",
            "https://bsky.app/profile/bildsystems.bsky.social",
            "https://www.reddit.com/user/bildsystems/"
          ],
          "knowsAbout": [
            "automation",
            "AI agent workflows",
            "operations",
            "human-in-the-loop systems"
          ]
        },
        {
          "@type": "WebSite",
          "@id": "https://bild.systems/#website",
          "url": "https://bild.systems/",
          "name": "bild",
          "publisher": {
            "@id": "https://bild.systems/#organization"
          }
        }
      ],
      "robotsMeta": null,
      "author": null,
      "generator": null,
      "markdownAlternateHref": null
    }
  },
  "markdown": "## We build the systems that do the busywork, so people can do the good work.\n\nAutomation, made human.\n\n![](https://bild.systems/images/generated-1787108917091-800.webp)\n\n![](https://bild.systems/images/generated-1787108914883-800.webp)\n\n![](https://bild.systems/images/generated-1787108913991-800.webp)\n\n![](https://bild.systems/images/generated-1787108914313-800.webp)\n\n![](https://bild.systems/images/generated-1787109071047-800.webp)\n\nOur workflows are built from your existing stack, your team’s protocols and your security guardrails — never the other way around.\n\n## Workflow Build\n\nWe map one stuck process and ship the agent workflow that runs it — built around your stack, checkpoints named.\n\n## Operations Audit\n\nTwo weeks inside your operations to find what should never reach a human desk — ranked by the hours each would return.\n\n## Ongoing Care\n\nWe hold the workflow after it ships — exceptions surfaced at a checkpoint, the record open, reviewed each month.\n\n## What we hold to.\n\n• Machine work\n\nPeople shouldn’t do\nmachine work.\n\n01\n\n• Human checkpoints\n\nMachines type; humans sign.\n\n02\n\n• What we report\n\nNo hype. Just throughput.\n\n03\n\nNothing repetitive should reach a human desk. That is the whole ambition.\n\n## Observed, not staged.\n\n### The Friday spreadsheet\n\nNinety minutes of senior attention, every week, reconciling three systems that don’t talk to each other.\n\n### Where to put the checkpoint\n\nNot everywhere, and not at the end. The useful ones sit where a decision changes what happens next.\n\n### What we don’t automate\n\nAnything where the answer depends on who’s asking, or where being wrong costs more than being slow.\n\nEvery workflow we ship is built so the busywork stops reaching a human desk\n",
  "fullPageMarkdown": "bild — Automation, made human.\n\n[](https://bild.systems/)\n\n# We build the systems that do the busywork, so people can do the good work.\n\nAutomation, made human.\n\n![](https://bild.systems/images/generated-1787108917091-800.webp)\n\n![](https://bild.systems/images/generated-1787108914883-800.webp)\n\n![](https://bild.systems/images/generated-1787108913991-800.webp)\n\n![](https://bild.systems/images/generated-1787108914313-800.webp)\n\n![](https://bild.systems/images/generated-1787109071047-800.webp)\n\nOur workflows are built from your existing stack, your team’s protocols and your security guardrails — never the other way around.\n\n## Workflow Build\n\nWe map one stuck process and ship the agent workflow that runs it — built around your stack, checkpoints named.\n\n[Learn more — Workflow Build](https://bild.systems/workflows#workflow-build)\n\n## Operations Audit\n\nTwo weeks inside your operations to find what should never reach a human desk — ranked by the hours each would return.\n\n[Learn more — Operations Audit](https://bild.systems/workflows#operations-audit)\n\n## Ongoing Care\n\nWe hold the workflow after it ships — exceptions surfaced at a checkpoint, the record open, reviewed each month.\n\n[Learn more — Ongoing Care](https://bild.systems/workflows#ongoing-care)\n\n## What we hold to.\n\n• Machine work\n\nPeople shouldn’t do\nmachine work.\n\n01\n\n• Human checkpoints\n\nMachines type; humans sign.\n\n02\n\n• What we report\n\nNo hype. Just throughput.\n\n03\n\nNothing repetitive should reach a human desk. That is the whole ambition.\n\n## Observed, not staged.\n\n### The Friday spreadsheet\n\nNinety minutes of senior attention, every week, reconciling three systems that don’t talk to each other.\n\n[Read note — The Friday spreadsheet](https://bild.systems/thinking#note-014)Note 014\n\n### Where to put the checkpoint\n\nNot everywhere, and not at the end. The useful ones sit where a decision changes what happens next.\n\n[Read note — Where to put the checkpoint](https://bild.systems/thinking#note-019)Note 019\n\n### What we don’t automate\n\nAnything where the answer depends on who’s asking, or where being wrong costs more than being slow.\n\n[Read note — What we don’t automate](https://bild.systems/thinking#note-023)Note 023\n\nEvery workflow we ship is built so the busywork stops reaching a human desk\n\n[Tell us what’s stuck](https://bild.systems/contact)\n",
  "markdownStats": {
    "images": 5,
    "links": 0,
    "tables": 0,
    "codeBlocks": 0,
    "headings": 9
  },
  "tokens": {
    "htmlTokens": 20346,
    "markdownTokens": 395,
    "reduction": 19951,
    "reductionPercent": 98
  },
  "score": {
    "score": 87,
    "grade": "B",
    "rubricVersion": 2,
    "dimensions": {
      "accessibility": {
        "score": 81,
        "weight": 30,
        "grade": "B",
        "checks": {
          "content_without_js": {
            "score": 100,
            "weight": 55,
            "evidence": "proven",
            "details": "Content available without JavaScript"
          },
          "fast_content_position": {
            "score": 25,
            "weight": 25,
            "evidence": "plausible",
            "details": "Main content starts at 77% of HTML"
          },
          "reasonable_page_size": {
            "score": 100,
            "weight": 20,
            "evidence": "plausible",
            "details": "Page size: 63KB"
          }
        }
      },
      "aiDiscoverability": {
        "score": 86,
        "weight": 25,
        "grade": "B",
        "checks": {
          "robots_allows_ai_bots": {
            "score": 100,
            "weight": 35,
            "evidence": "proven",
            "details": "All major AI search bots allowed"
          },
          "supports_markdown_negotiation": {
            "score": 40,
            "weight": 20,
            "evidence": "plausible",
            "details": "CDN level (Cloudflare) — Content negotiation"
          },
          "has_sitemap": {
            "score": 100,
            "weight": 15,
            "evidence": "plausible",
            "details": "Sitemap found"
          },
          "has_robots_txt": {
            "score": 100,
            "weight": 10,
            "evidence": "plausible",
            "details": "robots.txt exists"
          },
          "has_llms_txt": {
            "score": 100,
            "weight": 10,
            "evidence": "speculative",
            "details": "llms.txt exists and is valid"
          },
          "has_content_signals": {
            "score": 80,
            "weight": 10,
            "evidence": "speculative",
            "details": "robots.txt: search=yes, ai-input=yes, ai-train=no | Policy included"
          }
        }
      },
      "structuredData": {
        "score": 100,
        "weight": 20,
        "grade": "A",
        "checks": {
          "has_schema_org": {
            "score": 100,
            "weight": 35,
            "evidence": "proven",
            "details": "JSON-LD found: Organization, WebSite"
          },
          "has_open_graph": {
            "score": 100,
            "weight": 20,
            "evidence": "plausible",
            "details": "All OG tags present"
          },
          "has_meta_description": {
            "score": 100,
            "weight": 20,
            "evidence": "plausible",
            "details": "Meta description: 120 chars"
          },
          "has_canonical_url": {
            "score": 100,
            "weight": 15,
            "evidence": "plausible",
            "details": "Canonical URL present"
          },
          "has_lang_attribute": {
            "score": 100,
            "weight": 10,
            "evidence": "plausible",
            "details": "lang=\"en-AU\""
          }
        }
      },
      "semanticHtml": {
        "score": 97,
        "weight": 15,
        "grade": "A",
        "checks": {
          "proper_heading_hierarchy": {
            "score": 100,
            "weight": 30,
            "evidence": "plausible",
            "details": "Clean heading hierarchy"
          },
          "uses_article_or_main": {
            "score": 100,
            "weight": 25,
            "evidence": "plausible",
            "details": "Has both <article> and <main>"
          },
          "semantic_elements": {
            "score": 87,
            "weight": 20,
            "evidence": "plausible",
            "details": "21 semantic elements, 59 divs (ratio: 26%)"
          },
          "meaningful_alt_texts": {
            "score": 100,
            "weight": 15,
            "evidence": "plausible",
            "details": "No informative images (5 decorative)"
          },
          "low_div_nesting": {
            "score": 100,
            "weight": 10,
            "evidence": "speculative",
            "details": "Avg div depth: 1.3, max: 3"
          }
        }
      },
      "contentEfficiency": {
        "score": 65,
        "weight": 10,
        "grade": "C",
        "checks": {
          "token_reduction_ratio": {
            "score": 100,
            "weight": 40,
            "evidence": "speculative",
            "details": "98% token reduction (HTML→Markdown)"
          },
          "content_to_noise_ratio": {
            "score": 0,
            "weight": 30,
            "evidence": "speculative",
            "details": "Content ratio: 4.5% (2887 content chars / 64757 HTML bytes)"
          },
          "reasonable_page_weight": {
            "score": 100,
            "weight": 20,
            "evidence": "speculative",
            "details": "HTML size: 63KB"
          },
          "minimal_inline_styles": {
            "score": 50,
            "weight": 10,
            "evidence": "speculative",
            "details": "9/258 elements with inline styles (3.5%)"
          }
        }
      }
    }
  },
  "recommendations": [
    {
      "id": "move_content_earlier",
      "priority": "critical",
      "category": "accessibility",
      "titleKey": "rec.move_content_earlier.title",
      "descriptionKey": "rec.move_content_earlier.description",
      "howToKey": "rec.move_content_earlier.howto",
      "effort": "moderate",
      "estimatedImpact": 5.6,
      "maxImpact": 7.5,
      "evidence": "plausible",
      "checkScore": 25,
      "checkDetails": "Main content starts at 77% of HTML"
    },
    {
      "id": "improve_content_ratio",
      "priority": "high",
      "category": "contentEfficiency",
      "titleKey": "rec.improve_content_ratio.title",
      "descriptionKey": "rec.improve_content_ratio.description",
      "howToKey": "rec.improve_content_ratio.howto",
      "effort": "moderate",
      "estimatedImpact": 3,
      "maxImpact": 3,
      "evidence": "speculative",
      "checkScore": 0,
      "checkDetails": "Content ratio: 4.5% (2887 content chars / 64757 HTML bytes)"
    },
    {
      "id": "add_markdown_negotiation",
      "priority": "high",
      "category": "aiDiscoverability",
      "titleKey": "rec.add_markdown_negotiation.title",
      "descriptionKey": "rec.add_markdown_negotiation.description",
      "howToKey": "rec.add_markdown_negotiation.howto",
      "effort": "significant",
      "estimatedImpact": 3,
      "maxImpact": 5,
      "evidence": "plausible",
      "checkScore": 40,
      "checkDetails": "CDN level (Cloudflare) — Content negotiation"
    },
    {
      "id": "remove_inline_styles",
      "priority": "low",
      "category": "contentEfficiency",
      "titleKey": "rec.remove_inline_styles.title",
      "descriptionKey": "rec.remove_inline_styles.description",
      "howToKey": "rec.remove_inline_styles.howto",
      "effort": "moderate",
      "estimatedImpact": 0.5,
      "maxImpact": 1,
      "evidence": "speculative",
      "checkScore": 50,
      "checkDetails": "9/258 elements with inline styles (3.5%)"
    }
  ],
  "llmsTxtPreview": "# bild\n\n> bild designs and builds agent workflows around the way your team already works — taking repetitive operations off your plate without taking judgment out of the room.\n\n## Documentation\n- [FAQ](https://bild.systems/faq)\n\n## Main\n- [bild — Automation, made human.](https://bild.systems): bild builds agent workflows around the way your team already works — busywork off your plate, judgment kept in the room.\n- [About](https://bild.systems/about)\n- [Workflows](https://bild.systems/workflows)\n- [Approach](https://bild.systems/approach)\n- [Thinking](https://bild.systems/thinking)\n- [Security](https://bild.systems/security)\n\n## Legal\n- [Privacy](https://bild.systems/privacy)\n- [Terms](https://bild.systems/terms)\n\n## Support\n- [FAQ](https://bild.systems/faq)\n- [Tell us what's stuck →](https://bild.systems/contact)\n\n",
  "llmsTxtExisting": "# bild\n\n> bild (bild systems) is an automation and AI agent-workflow consultancy. We design and build agent workflows around the way a team already works — their existing stack, protocols and security guardrails — taking repetitive operations off their plate without taking judgment out of the room. Every workflow keeps named human checkpoints (the agent drafts, the team approves) and the success number is agreed before work starts.\n\nKey facts:\n\n- Positioning line: \"We build the systems that do the busywork, so people can do the good work.\"\n- Tagline: \"Automation, made human.\"\n- Nothing bild builds is fully autonomous — human checkpoints are method, not marketing.\n- Workflows are built on the client's existing tools; bild resells no platform.\n- Contact: [email protected]\n- The name is always lowercase: \"bild\", never \"Bild\".\n- Every page is also served as markdown: append `.md` to the path (e.g. https://bild.systems/approach.md, homepage: https://bild.systems/index.md) or request any page URL with `Accept: text/markdown`.\n\n## Pages\n\n- [Home](https://bild.systems/): what bild does and holds to\n- [Workflows](https://bild.systems/workflows): the three engagements — Operations Audit (two weeks to find and rank the work worth automating), Workflow Build (ship the agent workflow for one stuck process), Ongoing Care (hold the workflow after it ships)\n- [Approach](https://bild.systems/approach): the method — find the work in the way, agree the number, build around the stack with named checkpoints, run quiet and keep the record\n- [Thinking](https://bild.systems/thinking): field notes — short observations from inside operations\n- [About](https://bild.systems/about): the origin story — bild automated its own agency's operations first; clients asked for the method\n- [FAQ](https://bild.systems/faq): common questions on team impact, messy processes, reliability, data safety and how engagements start\n- [Contact](https://bild.systems/contact): the enquiry form — \"Tell us what's stuck\"\n\n## Optional\n\n- [Privacy](https://bild.systems/privacy)\n- [Security](https://bild.systems/security)\n- [Terms](https://bild.systems/terms)",
  "emergingProtocols": {
    "oauthProtectedResource": {
      "exists": false,
      "url": "https://bild.systems/.well-known/oauth-protected-resource"
    },
    "oauthDiscovery": {
      "exists": false,
      "url": "https://bild.systems/.well-known/oauth-authorization-server"
    },
    "mcpServerCard": {
      "exists": false,
      "url": "https://bild.systems/.well-known/mcp/server-card.json",
      "draft": true
    },
    "a2aAgentCard": {
      "exists": false,
      "url": "https://bild.systems/.well-known/agent-card.json"
    },
    "apiCatalog": {
      "exists": false,
      "url": "https://bild.systems/.well-known/api-catalog"
    },
    "agentSkills": {
      "exists": false,
      "url": "https://bild.systems/.well-known/agent-skills/index.json",
      "draft": true
    },
    "count": 0,
    "total": 6
  },
  "botAccess": {
    "probed": true,
    "bot": "OAI-SearchBot",
    "controlStatus": 200,
    "botStatus": 200,
    "discriminates": false,
    "refusedAsBot": false,
    "edge": "Cloudflare",
    "verifiable": false,
    "detail": "This origin answers OAI-SearchBot exactly as it answers any other client (200). No edge-level filtering of AI crawlers observed."
  },
  "snippets": [
    {
      "id": "add_markdown_negotiation",
      "title": "Support Markdown for Agents",
      "description": "Let AI agents request a clean Markdown version of any page via content negotiation, .md alternate URLs, link tags or Link headers.",
      "language": "html",
      "code": "<!-- Mechanism 3: link tag advertising the .md alternate -->\n<link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">",
      "filename": "<head>",
      "stacks": [
        {
          "id": "html",
          "label": "HTML <head>",
          "language": "html",
          "filename": "<head>",
          "code": "<!-- Mechanism 3: link tag advertising the .md alternate -->\n<link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">"
        },
        {
          "id": "express",
          "label": "Express",
          "language": "javascript",
          "filename": "server.js",
          "code": "// Mechanisms 1 + 4: content negotiation + Link header\napp.get('/page', (req, res) => {\n  res.setHeader('Vary', 'Accept');\n  res.setHeader('Link', '</page.md>; rel=\"alternate\"; type=\"text/markdown\"');\n  if ((req.headers.accept || '').includes('text/markdown')) {\n    res.type('text/markdown; charset=utf-8');\n    return res.send(renderMarkdown('page'));\n  }\n  res.render('page');\n});"
        },
        {
          "id": "fastify",
          "label": "Fastify",
          "language": "javascript",
          "filename": "server.js",
          "code": "// Mechanisms 1 + 4: content negotiation + Link header\nfastify.get('/page', async (req, reply) => {\n  reply.header('Vary', 'Accept');\n  reply.header('Link', '</page.md>; rel=\"alternate\"; type=\"text/markdown\"');\n  if ((req.headers.accept || '').includes('text/markdown')) {\n    return reply.type('text/markdown; charset=utf-8').send(renderMarkdown('page'));\n  }\n  return reply.view('/page.ejs');\n});"
        },
        {
          "id": "nextjs",
          "label": "Next.js",
          "language": "typescript",
          "filename": "app/page/route.ts",
          "code": "// Next.js App Router — Route Handler returning Markdown\nimport { NextRequest } from 'next/server';\nimport { renderMarkdown } from '@/lib/md';\nexport async function GET(req: NextRequest) {\n  const accept = req.headers.get('accept') || '';\n  if (accept.includes('text/markdown')) {\n    return new Response(await renderMarkdown('page'), {\n      headers: {\n        'Content-Type': 'text/markdown; charset=utf-8',\n        'Vary': 'Accept',\n      },\n    });\n  }\n  // Fall through to the page component\n  return new Response(null, { status: 404 });\n}"
        },
        {
          "id": "wordpress",
          "label": "WordPress",
          "language": "php",
          "filename": "functions.php",
          "code": "<?php\n// Mechanism 1: respond to Accept: text/markdown on the same URL\nadd_action('template_redirect', function () {\n    if (!is_singular()) return;\n    $accept = $_SERVER['HTTP_ACCEPT'] ?? '';\n    if (strpos($accept, 'text/markdown') === false) return;\n    header('Content-Type: text/markdown; charset=utf-8');\n    header('Vary: Accept');\n    $post = get_queried_object();\n    echo \"# \" . get_the_title($post) . \"\\n\\n\";\n    echo wp_strip_all_tags(apply_filters('the_content', $post->post_content));\n    exit;\n});"
        },
        {
          "id": "static",
          "label": "Hugo / Jekyll / Astro",
          "language": "txt",
          "filename": "static/page.md",
          "code": "# Mechanism 2: serve .md alongside .html\n# Hugo: place page.md in /static/ — built unchanged\n# Jekyll: drop page.md in /assets/ — copied as-is\n# Astro: src/pages/page.md.ts that exports a GET returning markdown\n\n# Then advertise with mechanism 3 in <head>:\n#   <link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">"
        }
      ]
    }
  ]
}

Use our API to get this programmatically (coming soon)