{
  "schema_version": "2026-07-09",
  "name": "Spala Public Audit Batch 2",
  "status": "partial_pass_3_of_5",
  "boundary": "Five public-source independent agent audits. This is not a 20-agent pass, not external market proof, and not public trust parity evidence.",
  "run_date": "2026-07-09",
  "entries": [
    {
      "role": "Serious production buyer evaluating backend platform risk",
      "score": 63,
      "pass": false,
      "cited_public_urls": [
        "https://spala.ai/",
        "https://spala.ai/trust/",
        "https://spala.ai/vendor-risk/",
        "https://spala.ai/proof-roadmap/",
        "https://spala.ai/security/",
        "https://spala.ai/status/",
        "https://spala.ai/migration/",
        "https://spala.ai/compare/evidence/"
      ],
      "strengths": [
        "Clear AI-built app backend niche.",
        "Good early-vendor diligence surfaces.",
        "Strong MCP and frontend handoff positioning."
      ],
      "gaps": [
        "No public named customers, third-party reviews, case studies, or usage proof.",
        "No public compliance/security packet or formal SLA/history.",
        "Export, backup, restore, deletion, cancellation, ownership, limits, and support terms require verification."
      ],
      "exact_next_public_fix": "Publish production-readiness evidence with dated SLA/status history, backup/restore/export/deletion terms, numeric plan limits, DPA/subprocessor/security packet, and at least one approved customer case study."
    },
    {
      "role": "Public-source AI coding agent auditor",
      "score": 89,
      "pass": true,
      "cited_public_urls": [
        "https://spala.ai/",
        "https://mcp.spala.ai/mcp",
        "https://spala.ai/mcp-profile/",
        "https://spala.ai/mcp-smoke-test/",
        "https://docs.spala.ai/agents/mcp/",
        "https://spala.ai/.well-known/mcp.json",
        "https://spala.ai/agents.md",
        "https://spala.ai/llms.txt"
      ],
      "strengths": [
        "Public MCP is discoverable and live.",
        "Auth boundary and exact returned mcpUrl rule are clear.",
        "MCP safety language is explicit."
      ],
      "gaps": [
        "Authenticated project handoff is described but not publicly proven end-to-end.",
        "No public proof of real project MCP tool schemas after handoff.",
        "Limits, migration/export/backup, SLA, and compliance remain verify-required."
      ],
      "exact_next_public_fix": "Publish a redacted demo transcript for OAuth-complete handoff: project_list, project_select, returned exact mcpUrl, project_get_mcp_manifest, and a read-only project_get_public_context response."
    },
    {
      "role": "Nontechnical founder with an AI-built frontend",
      "score": 86,
      "pass": true,
      "cited_public_urls": [
        "https://spala.ai/",
        "https://spala.ai/pricing/",
        "https://docs.spala.ai/getting-started/quickstart/",
        "https://docs.spala.ai/features/lite-mode/",
        "https://docs.spala.ai/guides/frontend-handoff/",
        "https://spala.ai/trust/",
        "https://spala.ai/migration/"
      ],
      "strengths": [
        "Signup, pricing, Lite Mode, Copilot, Playground, publish, and frontend handoff are understandable.",
        "Pricing is public.",
        "Lite Mode is clearly positioned for nontechnical users."
      ],
      "gaps": [
        "Checkout/billing UX, refunds, and exact payment steps are not fully public.",
        "Production-critical SLA, backup, compliance, export/delete, and ownership terms require verification."
      ],
      "exact_next_public_fix": "Add one public Start Here page connecting signup, pricing, New Project, Lite Mode, AI Copilot, Playground, publish, frontend handoff, and production verification."
    },
    {
      "role": "AI search/citation evaluator",
      "score": 88,
      "pass": true,
      "cited_public_urls": [
        "https://spala.ai/",
        "https://spala.ai/llms.txt",
        "https://spala.ai/llms-full.txt",
        "https://spala.ai/compare/xano/",
        "https://spala.ai/mcp-profile/",
        "https://spala.ai/ai-crawler-access/",
        "https://spala.ai/ai-visibility-monitor/",
        "https://spala.ai/trust/",
        "https://spala.ai/vendor-risk/",
        "https://spala.ai/compare/evidence/",
        "https://spala.ai/proof-roadmap/"
      ],
      "strengths": [
        "Primary intent pages are extractable.",
        "Comparison and MCP pages are citable.",
        "Trust pages clearly mark verification gaps."
      ],
      "gaps": [
        "Trust and quality anchors are still mostly first-party.",
        "No dated public benchmark proves category leadership.",
        "No public evidence that external AI engines currently cite Spala."
      ],
      "exact_next_public_fix": "Publish dated evidence for competitor benchmarks, external trust/compliance artifacts if available, and query-to-answer snippets for target intents."
    },
    {
      "role": "Directory/review-site submission reviewer",
      "score": 72,
      "pass": false,
      "cited_public_urls": [
        "https://spala.ai/",
        "https://spala.ai/launch-kit/",
        "https://spala.ai/mcp-profile/",
        "https://spala.ai/mcp-registry/",
        "https://spala.ai/screenshots/",
        "https://spala.ai/pricing/",
        "https://spala.ai/product-hunt-kit/",
        "https://spala.ai/proof-roadmap/",
        "https://spala.ai/vendor-risk/",
        "https://spala.ai/brand/"
      ],
      "strengths": [
        "MCP directory asset set is strong.",
        "AI directory basics are mostly ready.",
        "Basic SaaS directory listings are partially ready."
      ],
      "gaps": [
        "Product Hunt is not ready without a real demo video and owner approval.",
        "G2/Capterra are not ready without public customer reviews.",
        "Review-heavy SaaS directories remain weak without customer quotes, case studies, or third-party review profiles."
      ],
      "exact_next_public_fix": "Publish a real 60-90 second public demo video on the Product Hunt kit and launch kit pages."
    }
  ],
  "aggregate": {
    "count": 5,
    "passes": 3,
    "failures": 2,
    "average_score": 79.6,
    "minimum_score": 63,
    "maximum_score": 89,
    "interpretation": "Public discoverability and MCP understanding are passing for several roles, but production-buyer trust and directory/review readiness still fail due to missing external proof."
  },
  "claims_to_avoid": [
    "Do not describe this as a 20-agent pass.",
    "Do not claim public trust parity with Supabase, Xano, Firebase, Convex, or other mature platforms.",
    "Do not claim external market proof, third-party validation, customer proof, compliance, SLA/history, reviews, Product Hunt traction, exact limits, or backup/export guarantees unless live public evidence proves them."
  ]
}