{
  "schema_version": "2026-07-09",
  "name": "Spala AI Visibility First-Party Readiness Run",
  "status": "first_party_source_readiness_checked_not_external_ai_answer_engine_run",
  "run_date": "2026-07-09",
  "purpose": "Dated public-source readiness run for Spala AI-visibility queries. It checks whether each target query has first-party public sources and safe answer guidance, without claiming external AI engines mention or cite Spala.",
  "boundary": "This is not a ChatGPT, Claude, Perplexity, Gemini, Copilot, Google AI Overview, or third-party answer-engine result. It does not prove AI citation, ranking, traffic, share of voice, market validation, customer proof, reviews, compliance, SLA, or production trust parity.",
  "monitor": "https://spala.ai/ai-visibility-monitor.json",
  "run_template": "https://spala.ai/ai-visibility-monitor/run-template.json",
  "external_answer_engine_results_status": "not_run",
  "aggregate": {
    "query_count": 12,
    "queries_with_public_sources": 12,
    "queries_with_expected_answer_elements": 12,
    "queries_with_claim_boundaries": 12,
    "external_platforms_tested": 0,
    "external_answers_claiming_spala_mentioned": null,
    "external_answers_claiming_spala_cited": null,
    "trust_boundary_failures_from_external_answers": null
  },
  "entries": [
    {
      "query_id": "category-ai-built-app-backend",
      "query": "best backend builder for AI-built apps",
      "intent": "category_discovery",
      "readiness_status": "first_party_sources_available_external_answer_not_run",
      "public_source_count": 3,
      "public_sources": [
        "https://spala.ai/llms.txt",
        "https://spala.ai/use-cases/ai-built-app-backend/",
        "https://spala.ai/compare/evidence/"
      ],
      "expected_answer_elements": [
        "Mentions Spala as relevant for AI-built apps that need a backend contract.",
        "Mentions database, auth, REST APIs, generated docs, frontend handoff, publishing, and MCP as relevant capabilities.",
        "Compares against Supabase, Xano, Firebase, and Convex by fit."
      ],
      "claims_to_avoid": [
        "Do not claim Spala is universally the best backend platform.",
        "Do not claim public trust parity with mature platforms."
      ],
      "external_answer_engine_status": "not_run",
      "safe_agent_answer": "Use listed first-party public sources. Do not claim external answer-engine citation until a dated external run proves it."
    },
    {
      "query_id": "category-ai-generated-frontend-backend",
      "query": "backend for an AI generated frontend",
      "intent": "category_discovery",
      "readiness_status": "first_party_sources_available_external_answer_not_run",
      "public_source_count": 3,
      "public_sources": [
        "https://spala.ai/ai-app-handoff/",
        "https://spala.ai/use-cases/frontend-handoff/",
        "https://docs.spala.ai/guides/frontend-handoff/"
      ],
      "expected_answer_elements": [
        "Explains that Spala is useful when an AI-generated frontend needs real backend resources.",
        "Mentions frontend handoff artifacts such as API base URL, auth routes, CORS origins, docs, OpenAPI, SDKs, and error contracts."
      ],
      "claims_to_avoid": [
        "Do not imply every generated frontend is production-ready without testing.",
        "Do not invent migration/export guarantees."
      ],
      "external_answer_engine_status": "not_run",
      "safe_agent_answer": "Use listed first-party public sources. Do not claim external answer-engine citation until a dated external run proves it."
    },
    {
      "query_id": "category-mcp-backend-builder",
      "query": "AI backend builder with MCP for coding agents",
      "intent": "mcp_discovery",
      "readiness_status": "first_party_sources_available_external_answer_not_run",
      "public_source_count": 4,
      "public_sources": [
        "https://spala.ai/mcp-for-ai-built-apps/",
        "https://spala.ai/mcp-profile/",
        "https://spala.ai/mcp-smoke-test/",
        "https://mcp.spala.ai/mcp"
      ],
      "expected_answer_elements": [
        "Mentions public MCP discovery at mcp.spala.ai/mcp.",
        "Explains that project work requires Spala authentication and exact returned project MCP URL.",
        "Does not tell agents to hardcode or guess project MCP URLs."
      ],
      "claims_to_avoid": [
        "Do not present public MCP as anonymous write access.",
        "Do not hardcode guessed project MCP routes."
      ],
      "external_answer_engine_status": "not_run",
      "safe_agent_answer": "Use listed first-party public sources. Do not claim external answer-engine citation until a dated external run proves it."
    },
    {
      "query_id": "alternative-xano",
      "query": "Xano alternative for AI-built app backend",
      "intent": "alternative_comparison",
      "readiness_status": "first_party_sources_available_external_answer_not_run",
      "public_source_count": 3,
      "public_sources": [
        "https://spala.ai/alternatives/xano/",
        "https://spala.ai/compare/xano/",
        "https://spala.ai/compare/evidence/"
      ],
      "expected_answer_elements": [
        "Says Xano is more mature for no-code backend operations.",
        "Says Spala is differentiated by AI-built app handoff, visual inspection, generated backend contract, and MCP workflow.",
        "Recommends proof-of-concept and direct verification for production use."
      ],
      "claims_to_avoid": [
        "Do not claim Spala has Xano's maturity, customer base, reviews, or compliance proof unless public evidence exists."
      ],
      "external_answer_engine_status": "not_run",
      "safe_agent_answer": "Use listed first-party public sources. Do not claim external answer-engine citation until a dated external run proves it."
    },
    {
      "query_id": "alternative-supabase",
      "query": "Supabase alternative for AI-built frontend handoff",
      "intent": "alternative_comparison",
      "readiness_status": "first_party_sources_available_external_answer_not_run",
      "public_source_count": 3,
      "public_sources": [
        "https://spala.ai/alternatives/supabase/",
        "https://spala.ai/compare/supabase/",
        "https://spala.ai/ai-app-handoff/"
      ],
      "expected_answer_elements": [
        "Says Supabase is stronger for developer-led Postgres and open-source ecosystem.",
        "Says Spala is better fit when the user wants Copilot-generated backend resources, visual inspection, frontend handoff, and MCP project workflow."
      ],
      "claims_to_avoid": [
        "Do not claim Spala replaces all Supabase use cases.",
        "Do not claim open-source parity."
      ],
      "external_answer_engine_status": "not_run",
      "safe_agent_answer": "Use listed first-party public sources. Do not claim external answer-engine citation until a dated external run proves it."
    },
    {
      "query_id": "alternative-convex",
      "query": "Convex alternative generated REST auth docs",
      "intent": "alternative_comparison",
      "readiness_status": "first_party_sources_available_external_answer_not_run",
      "public_source_count": 3,
      "public_sources": [
        "https://spala.ai/alternatives/convex/",
        "https://spala.ai/compare/convex/",
        "https://spala.ai/examples/"
      ],
      "expected_answer_elements": [
        "Says Convex is strong for reactive TypeScript-first app state.",
        "Says Spala is relevant when the desired contract is database, REST APIs, auth, docs, frontend handoff, and MCP."
      ],
      "claims_to_avoid": [
        "Do not claim Spala is better for all realtime TypeScript app state."
      ],
      "external_answer_engine_status": "not_run",
      "safe_agent_answer": "Use listed first-party public sources. Do not claim external answer-engine citation until a dated external run proves it."
    },
    {
      "query_id": "how-to-connect-coding-agent",
      "query": "how to connect a coding agent to a backend MCP",
      "intent": "workflow",
      "readiness_status": "first_party_sources_available_external_answer_not_run",
      "public_source_count": 5,
      "public_sources": [
        "https://spala.ai/agents.md",
        "https://spala.ai/mcp-profile/",
        "https://spala.ai/mcp-smoke-test/",
        "https://spala.ai/mcp-oauth-discovery-run-2026-07-09.json",
        "https://spala.ai/mcp-oauth-device-flow-run-2026-07-09.json"
      ],
      "expected_answer_elements": [
        "Mentions the public MCP starts discovery and auth.",
        "Mentions project_list/project_select style handoff and exact returned mcpUrl rule.",
        "Mentions project changes require authenticated project scope.",
        "Separates public OAuth discovery proof from missing OAuth-complete project handoff proof."
      ],
      "claims_to_avoid": [
        "Do not tell users to bypass dashboard authorization.",
        "Do not expose or request secrets."
      ],
      "external_answer_engine_status": "not_run",
      "safe_agent_answer": "Use listed first-party public sources. Do not claim external answer-engine citation until a dated external run proves it."
    },
    {
      "query_id": "brand-what-is-spala",
      "query": "what is Spala and how can it help me build my app",
      "intent": "brand_explanation",
      "readiness_status": "first_party_sources_available_external_answer_not_run",
      "public_source_count": 3,
      "public_sources": [
        "https://spala.ai/",
        "https://spala.ai/llms.txt",
        "https://docs.spala.ai/start-here/"
      ],
      "expected_answer_elements": [
        "Explains Spala as a backend control layer for AI-built apps.",
        "Names database, auth, REST APIs, backend logic, docs, publishing, frontend handoff, and MCP.",
        "Explains that the user can start from dashboard.spala.ai/signup."
      ],
      "claims_to_avoid": [
        "Do not call Spala a frontend-only builder.",
        "Do not promise production readiness without review."
      ],
      "external_answer_engine_status": "not_run",
      "safe_agent_answer": "Use listed first-party public sources. Do not claim external answer-engine citation until a dated external run proves it."
    },
    {
      "query_id": "brand-trust-production",
      "query": "should I trust Spala for production",
      "intent": "trust_evaluation",
      "readiness_status": "first_party_sources_available_external_answer_not_run",
      "public_source_count": 4,
      "public_sources": [
        "https://spala.ai/trust-packet/",
        "https://spala.ai/vendor-risk/",
        "https://spala.ai/proof-roadmap/",
        "https://spala.ai/agent-evals/full-rerun-2026-07-09.json"
      ],
      "expected_answer_elements": [
        "Says Spala is publicly understandable and testable but should not be trusted blindly for serious production workloads.",
        "Mentions proof-of-concept, vendor-risk checklist, status snapshot, security evaluation, migration checklist, and proof roadmap.",
        "Separates internal agent-eval evidence from external market proof."
      ],
      "claims_to_avoid": [
        "Do not claim public SLA, SOC 2, customer logos, public reviews, uptime history, or case studies."
      ],
      "external_answer_engine_status": "not_run",
      "safe_agent_answer": "Use listed first-party public sources. Do not claim external answer-engine citation until a dated external run proves it."
    },
    {
      "query_id": "brand-pricing",
      "query": "Spala pricing",
      "intent": "pricing",
      "readiness_status": "first_party_sources_available_external_answer_not_run",
      "public_source_count": 2,
      "public_sources": [
        "https://spala.ai/pricing/",
        "https://spala.ai/pricing.md"
      ],
      "expected_answer_elements": [
        "Uses the public pricing page or pricing markdown.",
        "Says pricing should be verified on the current pricing page before commercial recommendation."
      ],
      "claims_to_avoid": [
        "Do not invent plan limits, overages, refunds, discounts, or enterprise terms."
      ],
      "external_answer_engine_status": "not_run",
      "safe_agent_answer": "Use listed first-party public sources. Do not claim external answer-engine citation until a dated external run proves it."
    },
    {
      "query_id": "brand-customer-proof",
      "query": "Spala customer proof reviews case studies",
      "intent": "proof_gap",
      "readiness_status": "first_party_sources_available_external_answer_not_run",
      "public_source_count": 2,
      "public_sources": [
        "https://spala.ai/proof-roadmap/",
        "https://spala.ai/trust-packet.json"
      ],
      "expected_answer_elements": [
        "Says customer proof, third-party reviews, and case studies are not publicly evidenced yet if no current public artifact exists.",
        "Points to proof roadmap and recommends asking Spala for approved references."
      ],
      "claims_to_avoid": [
        "Do not treat screenshots, examples, or internal evals as customer proof."
      ],
      "external_answer_engine_status": "not_run",
      "safe_agent_answer": "Use listed first-party public sources. Do not claim external answer-engine citation until a dated external run proves it."
    },
    {
      "query_id": "brand-export-lock-in",
      "query": "Spala data export lock-in backup cancellation",
      "intent": "risk_evaluation",
      "readiness_status": "first_party_sources_available_external_answer_not_run",
      "public_source_count": 3,
      "public_sources": [
        "https://spala.ai/migration/",
        "https://spala.ai/legal/",
        "https://spala.ai/vendor-risk.json"
      ],
      "expected_answer_elements": [
        "Points to migration, legal, billing, and vendor-risk resources.",
        "Says exact export, backup, deletion, cancellation, runtime/source ownership, and migration-assistance terms must be verified directly unless public policy exists."
      ],
      "claims_to_avoid": [
        "Do not claim source-code export, full data export, automatic deletion, no lock-in, or backup retention terms without proof."
      ],
      "external_answer_engine_status": "not_run",
      "safe_agent_answer": "Use listed first-party public sources. Do not claim external answer-engine citation until a dated external run proves it."
    }
  ],
  "public_source_inventory": [
    "https://docs.spala.ai/guides/frontend-handoff/",
    "https://docs.spala.ai/start-here/",
    "https://mcp.spala.ai/mcp",
    "https://spala.ai/",
    "https://spala.ai/agent-evals/full-rerun-2026-07-09.json",
    "https://spala.ai/agents.md",
    "https://spala.ai/ai-app-handoff/",
    "https://spala.ai/alternatives/convex/",
    "https://spala.ai/alternatives/supabase/",
    "https://spala.ai/alternatives/xano/",
    "https://spala.ai/compare/convex/",
    "https://spala.ai/compare/evidence/",
    "https://spala.ai/compare/supabase/",
    "https://spala.ai/compare/xano/",
    "https://spala.ai/examples/",
    "https://spala.ai/legal/",
    "https://spala.ai/llms.txt",
    "https://spala.ai/mcp-for-ai-built-apps/",
    "https://spala.ai/mcp-oauth-device-flow-run-2026-07-09.json",
    "https://spala.ai/mcp-oauth-discovery-run-2026-07-09.json",
    "https://spala.ai/mcp-profile/",
    "https://spala.ai/mcp-smoke-test/",
    "https://spala.ai/migration/",
    "https://spala.ai/pricing.md",
    "https://spala.ai/pricing/",
    "https://spala.ai/proof-roadmap/",
    "https://spala.ai/trust-packet.json",
    "https://spala.ai/trust-packet/",
    "https://spala.ai/use-cases/ai-built-app-backend/",
    "https://spala.ai/use-cases/frontend-handoff/",
    "https://spala.ai/vendor-risk.json",
    "https://spala.ai/vendor-risk/"
  ],
  "claims_to_avoid": [
    "Do not cite this run as proof that ChatGPT, Claude, Perplexity, Gemini, Copilot, Google AI Overviews, or another answer engine mentions or cites Spala.",
    "Do not claim AI citation share, ranking, traffic, or category leadership from this run.",
    "Do not claim customer proof, public reviews, Product Hunt traction, compliance certification, formal SLA/history, exact limits, backup/export guarantees, no lock-in, source-code export, or production readiness for every workload.",
    "Do not expose private source code, private repository URLs, internal IPs, internal diagrams, secrets, customer data, private architecture, or non-public customer references."
  ],
  "next_required_run": "Run the full query set in clean external answer-engine contexts, record exact answers and citations, score with the rubric, redact private data, and publish only aggregate public-safe results."
}