{
  "schema_version": "2026-07-09",
  "name": "Spala AI Visibility Run Template",
  "purpose": "Blank public-safe run template for recording whether AI systems mention, cite, and describe Spala accurately.",
  "status": "template_no_results",
  "boundary": "This template contains no completed external AI-search results and must not be cited as evidence that Spala appears in AI answers.",
  "run_date": "",
  "runner": "",
  "platforms": [
    "ChatGPT with search",
    "Claude with web/search enabled",
    "Perplexity",
    "Gemini",
    "Microsoft Copilot"
  ],
  "scoring_reference": "https://spala.ai/ai-visibility-monitor.json",
  "pass_threshold": 85,
  "entries": [
    {
      "platform": "ChatGPT with search",
      "query_id": "category-ai-built-app-backend",
      "query": "best backend builder for AI-built apps",
      "intent": "category_discovery",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/llms.txt",
        "https://spala.ai/use-cases/ai-built-app-backend/",
        "https://spala.ai/compare/evidence/"
      ]
    },
    {
      "platform": "ChatGPT with search",
      "query_id": "category-ai-generated-frontend-backend",
      "query": "backend for an AI generated frontend",
      "intent": "category_discovery",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/ai-app-handoff/",
        "https://spala.ai/use-cases/frontend-handoff/",
        "https://docs.spala.ai/guides/frontend-handoff/"
      ]
    },
    {
      "platform": "ChatGPT with search",
      "query_id": "category-mcp-backend-builder",
      "query": "AI backend builder with MCP for coding agents",
      "intent": "mcp_discovery",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_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"
      ]
    },
    {
      "platform": "ChatGPT with search",
      "query_id": "alternative-xano",
      "query": "Xano alternative for AI-built app backend",
      "intent": "alternative_comparison",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/alternatives/xano/",
        "https://spala.ai/compare/xano/",
        "https://spala.ai/compare/evidence/"
      ]
    },
    {
      "platform": "ChatGPT with search",
      "query_id": "alternative-supabase",
      "query": "Supabase alternative for AI-built frontend handoff",
      "intent": "alternative_comparison",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/alternatives/supabase/",
        "https://spala.ai/compare/supabase/",
        "https://spala.ai/ai-app-handoff/"
      ]
    },
    {
      "platform": "ChatGPT with search",
      "query_id": "alternative-convex",
      "query": "Convex alternative generated REST auth docs",
      "intent": "alternative_comparison",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/alternatives/convex/",
        "https://spala.ai/compare/convex/",
        "https://spala.ai/examples/"
      ]
    },
    {
      "platform": "ChatGPT with search",
      "query_id": "how-to-connect-coding-agent",
      "query": "how to connect a coding agent to a backend MCP",
      "intent": "workflow",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_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"
      ]
    },
    {
      "platform": "ChatGPT with search",
      "query_id": "brand-what-is-spala",
      "query": "what is Spala and how can it help me build my app",
      "intent": "brand_explanation",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/",
        "https://spala.ai/llms.txt",
        "https://docs.spala.ai/start-here/"
      ]
    },
    {
      "platform": "ChatGPT with search",
      "query_id": "brand-trust-production",
      "query": "should I trust Spala for production",
      "intent": "trust_evaluation",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_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"
      ]
    },
    {
      "platform": "ChatGPT with search",
      "query_id": "brand-pricing",
      "query": "Spala pricing",
      "intent": "pricing",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/pricing/",
        "https://spala.ai/pricing.md"
      ]
    },
    {
      "platform": "ChatGPT with search",
      "query_id": "brand-customer-proof",
      "query": "Spala customer proof reviews case studies",
      "intent": "proof_gap",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/proof-roadmap/",
        "https://spala.ai/trust-packet.json"
      ]
    },
    {
      "platform": "ChatGPT with search",
      "query_id": "brand-export-lock-in",
      "query": "Spala data export lock-in backup cancellation",
      "intent": "risk_evaluation",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/migration/",
        "https://spala.ai/legal/",
        "https://spala.ai/vendor-risk.json"
      ]
    },
    {
      "platform": "Claude with web/search enabled",
      "query_id": "category-ai-built-app-backend",
      "query": "best backend builder for AI-built apps",
      "intent": "category_discovery",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/llms.txt",
        "https://spala.ai/use-cases/ai-built-app-backend/",
        "https://spala.ai/compare/evidence/"
      ]
    },
    {
      "platform": "Claude with web/search enabled",
      "query_id": "category-ai-generated-frontend-backend",
      "query": "backend for an AI generated frontend",
      "intent": "category_discovery",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/ai-app-handoff/",
        "https://spala.ai/use-cases/frontend-handoff/",
        "https://docs.spala.ai/guides/frontend-handoff/"
      ]
    },
    {
      "platform": "Claude with web/search enabled",
      "query_id": "category-mcp-backend-builder",
      "query": "AI backend builder with MCP for coding agents",
      "intent": "mcp_discovery",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_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"
      ]
    },
    {
      "platform": "Claude with web/search enabled",
      "query_id": "alternative-xano",
      "query": "Xano alternative for AI-built app backend",
      "intent": "alternative_comparison",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/alternatives/xano/",
        "https://spala.ai/compare/xano/",
        "https://spala.ai/compare/evidence/"
      ]
    },
    {
      "platform": "Claude with web/search enabled",
      "query_id": "alternative-supabase",
      "query": "Supabase alternative for AI-built frontend handoff",
      "intent": "alternative_comparison",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/alternatives/supabase/",
        "https://spala.ai/compare/supabase/",
        "https://spala.ai/ai-app-handoff/"
      ]
    },
    {
      "platform": "Claude with web/search enabled",
      "query_id": "alternative-convex",
      "query": "Convex alternative generated REST auth docs",
      "intent": "alternative_comparison",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/alternatives/convex/",
        "https://spala.ai/compare/convex/",
        "https://spala.ai/examples/"
      ]
    },
    {
      "platform": "Claude with web/search enabled",
      "query_id": "how-to-connect-coding-agent",
      "query": "how to connect a coding agent to a backend MCP",
      "intent": "workflow",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_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"
      ]
    },
    {
      "platform": "Claude with web/search enabled",
      "query_id": "brand-what-is-spala",
      "query": "what is Spala and how can it help me build my app",
      "intent": "brand_explanation",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/",
        "https://spala.ai/llms.txt",
        "https://docs.spala.ai/start-here/"
      ]
    },
    {
      "platform": "Claude with web/search enabled",
      "query_id": "brand-trust-production",
      "query": "should I trust Spala for production",
      "intent": "trust_evaluation",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_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"
      ]
    },
    {
      "platform": "Claude with web/search enabled",
      "query_id": "brand-pricing",
      "query": "Spala pricing",
      "intent": "pricing",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/pricing/",
        "https://spala.ai/pricing.md"
      ]
    },
    {
      "platform": "Claude with web/search enabled",
      "query_id": "brand-customer-proof",
      "query": "Spala customer proof reviews case studies",
      "intent": "proof_gap",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/proof-roadmap/",
        "https://spala.ai/trust-packet.json"
      ]
    },
    {
      "platform": "Claude with web/search enabled",
      "query_id": "brand-export-lock-in",
      "query": "Spala data export lock-in backup cancellation",
      "intent": "risk_evaluation",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/migration/",
        "https://spala.ai/legal/",
        "https://spala.ai/vendor-risk.json"
      ]
    },
    {
      "platform": "Perplexity",
      "query_id": "category-ai-built-app-backend",
      "query": "best backend builder for AI-built apps",
      "intent": "category_discovery",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/llms.txt",
        "https://spala.ai/use-cases/ai-built-app-backend/",
        "https://spala.ai/compare/evidence/"
      ]
    },
    {
      "platform": "Perplexity",
      "query_id": "category-ai-generated-frontend-backend",
      "query": "backend for an AI generated frontend",
      "intent": "category_discovery",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/ai-app-handoff/",
        "https://spala.ai/use-cases/frontend-handoff/",
        "https://docs.spala.ai/guides/frontend-handoff/"
      ]
    },
    {
      "platform": "Perplexity",
      "query_id": "category-mcp-backend-builder",
      "query": "AI backend builder with MCP for coding agents",
      "intent": "mcp_discovery",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_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"
      ]
    },
    {
      "platform": "Perplexity",
      "query_id": "alternative-xano",
      "query": "Xano alternative for AI-built app backend",
      "intent": "alternative_comparison",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/alternatives/xano/",
        "https://spala.ai/compare/xano/",
        "https://spala.ai/compare/evidence/"
      ]
    },
    {
      "platform": "Perplexity",
      "query_id": "alternative-supabase",
      "query": "Supabase alternative for AI-built frontend handoff",
      "intent": "alternative_comparison",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/alternatives/supabase/",
        "https://spala.ai/compare/supabase/",
        "https://spala.ai/ai-app-handoff/"
      ]
    },
    {
      "platform": "Perplexity",
      "query_id": "alternative-convex",
      "query": "Convex alternative generated REST auth docs",
      "intent": "alternative_comparison",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/alternatives/convex/",
        "https://spala.ai/compare/convex/",
        "https://spala.ai/examples/"
      ]
    },
    {
      "platform": "Perplexity",
      "query_id": "how-to-connect-coding-agent",
      "query": "how to connect a coding agent to a backend MCP",
      "intent": "workflow",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_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"
      ]
    },
    {
      "platform": "Perplexity",
      "query_id": "brand-what-is-spala",
      "query": "what is Spala and how can it help me build my app",
      "intent": "brand_explanation",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/",
        "https://spala.ai/llms.txt",
        "https://docs.spala.ai/start-here/"
      ]
    },
    {
      "platform": "Perplexity",
      "query_id": "brand-trust-production",
      "query": "should I trust Spala for production",
      "intent": "trust_evaluation",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_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"
      ]
    },
    {
      "platform": "Perplexity",
      "query_id": "brand-pricing",
      "query": "Spala pricing",
      "intent": "pricing",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/pricing/",
        "https://spala.ai/pricing.md"
      ]
    },
    {
      "platform": "Perplexity",
      "query_id": "brand-customer-proof",
      "query": "Spala customer proof reviews case studies",
      "intent": "proof_gap",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/proof-roadmap/",
        "https://spala.ai/trust-packet.json"
      ]
    },
    {
      "platform": "Perplexity",
      "query_id": "brand-export-lock-in",
      "query": "Spala data export lock-in backup cancellation",
      "intent": "risk_evaluation",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/migration/",
        "https://spala.ai/legal/",
        "https://spala.ai/vendor-risk.json"
      ]
    },
    {
      "platform": "Gemini",
      "query_id": "category-ai-built-app-backend",
      "query": "best backend builder for AI-built apps",
      "intent": "category_discovery",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/llms.txt",
        "https://spala.ai/use-cases/ai-built-app-backend/",
        "https://spala.ai/compare/evidence/"
      ]
    },
    {
      "platform": "Gemini",
      "query_id": "category-ai-generated-frontend-backend",
      "query": "backend for an AI generated frontend",
      "intent": "category_discovery",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/ai-app-handoff/",
        "https://spala.ai/use-cases/frontend-handoff/",
        "https://docs.spala.ai/guides/frontend-handoff/"
      ]
    },
    {
      "platform": "Gemini",
      "query_id": "category-mcp-backend-builder",
      "query": "AI backend builder with MCP for coding agents",
      "intent": "mcp_discovery",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_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"
      ]
    },
    {
      "platform": "Gemini",
      "query_id": "alternative-xano",
      "query": "Xano alternative for AI-built app backend",
      "intent": "alternative_comparison",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/alternatives/xano/",
        "https://spala.ai/compare/xano/",
        "https://spala.ai/compare/evidence/"
      ]
    },
    {
      "platform": "Gemini",
      "query_id": "alternative-supabase",
      "query": "Supabase alternative for AI-built frontend handoff",
      "intent": "alternative_comparison",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/alternatives/supabase/",
        "https://spala.ai/compare/supabase/",
        "https://spala.ai/ai-app-handoff/"
      ]
    },
    {
      "platform": "Gemini",
      "query_id": "alternative-convex",
      "query": "Convex alternative generated REST auth docs",
      "intent": "alternative_comparison",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/alternatives/convex/",
        "https://spala.ai/compare/convex/",
        "https://spala.ai/examples/"
      ]
    },
    {
      "platform": "Gemini",
      "query_id": "how-to-connect-coding-agent",
      "query": "how to connect a coding agent to a backend MCP",
      "intent": "workflow",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_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"
      ]
    },
    {
      "platform": "Gemini",
      "query_id": "brand-what-is-spala",
      "query": "what is Spala and how can it help me build my app",
      "intent": "brand_explanation",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/",
        "https://spala.ai/llms.txt",
        "https://docs.spala.ai/start-here/"
      ]
    },
    {
      "platform": "Gemini",
      "query_id": "brand-trust-production",
      "query": "should I trust Spala for production",
      "intent": "trust_evaluation",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_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"
      ]
    },
    {
      "platform": "Gemini",
      "query_id": "brand-pricing",
      "query": "Spala pricing",
      "intent": "pricing",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/pricing/",
        "https://spala.ai/pricing.md"
      ]
    },
    {
      "platform": "Gemini",
      "query_id": "brand-customer-proof",
      "query": "Spala customer proof reviews case studies",
      "intent": "proof_gap",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/proof-roadmap/",
        "https://spala.ai/trust-packet.json"
      ]
    },
    {
      "platform": "Gemini",
      "query_id": "brand-export-lock-in",
      "query": "Spala data export lock-in backup cancellation",
      "intent": "risk_evaluation",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/migration/",
        "https://spala.ai/legal/",
        "https://spala.ai/vendor-risk.json"
      ]
    },
    {
      "platform": "Microsoft Copilot",
      "query_id": "category-ai-built-app-backend",
      "query": "best backend builder for AI-built apps",
      "intent": "category_discovery",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/llms.txt",
        "https://spala.ai/use-cases/ai-built-app-backend/",
        "https://spala.ai/compare/evidence/"
      ]
    },
    {
      "platform": "Microsoft Copilot",
      "query_id": "category-ai-generated-frontend-backend",
      "query": "backend for an AI generated frontend",
      "intent": "category_discovery",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/ai-app-handoff/",
        "https://spala.ai/use-cases/frontend-handoff/",
        "https://docs.spala.ai/guides/frontend-handoff/"
      ]
    },
    {
      "platform": "Microsoft Copilot",
      "query_id": "category-mcp-backend-builder",
      "query": "AI backend builder with MCP for coding agents",
      "intent": "mcp_discovery",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_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"
      ]
    },
    {
      "platform": "Microsoft Copilot",
      "query_id": "alternative-xano",
      "query": "Xano alternative for AI-built app backend",
      "intent": "alternative_comparison",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/alternatives/xano/",
        "https://spala.ai/compare/xano/",
        "https://spala.ai/compare/evidence/"
      ]
    },
    {
      "platform": "Microsoft Copilot",
      "query_id": "alternative-supabase",
      "query": "Supabase alternative for AI-built frontend handoff",
      "intent": "alternative_comparison",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/alternatives/supabase/",
        "https://spala.ai/compare/supabase/",
        "https://spala.ai/ai-app-handoff/"
      ]
    },
    {
      "platform": "Microsoft Copilot",
      "query_id": "alternative-convex",
      "query": "Convex alternative generated REST auth docs",
      "intent": "alternative_comparison",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/alternatives/convex/",
        "https://spala.ai/compare/convex/",
        "https://spala.ai/examples/"
      ]
    },
    {
      "platform": "Microsoft Copilot",
      "query_id": "how-to-connect-coding-agent",
      "query": "how to connect a coding agent to a backend MCP",
      "intent": "workflow",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_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"
      ]
    },
    {
      "platform": "Microsoft Copilot",
      "query_id": "brand-what-is-spala",
      "query": "what is Spala and how can it help me build my app",
      "intent": "brand_explanation",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/",
        "https://spala.ai/llms.txt",
        "https://docs.spala.ai/start-here/"
      ]
    },
    {
      "platform": "Microsoft Copilot",
      "query_id": "brand-trust-production",
      "query": "should I trust Spala for production",
      "intent": "trust_evaluation",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_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"
      ]
    },
    {
      "platform": "Microsoft Copilot",
      "query_id": "brand-pricing",
      "query": "Spala pricing",
      "intent": "pricing",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/pricing/",
        "https://spala.ai/pricing.md"
      ]
    },
    {
      "platform": "Microsoft Copilot",
      "query_id": "brand-customer-proof",
      "query": "Spala customer proof reviews case studies",
      "intent": "proof_gap",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/proof-roadmap/",
        "https://spala.ai/trust-packet.json"
      ]
    },
    {
      "platform": "Microsoft Copilot",
      "query_id": "brand-export-lock-in",
      "query": "Spala data export lock-in backup cancellation",
      "intent": "risk_evaluation",
      "run_status": "not_run",
      "spala_mentioned": null,
      "spala_cited": null,
      "cited_urls": [],
      "competitors_mentioned": [],
      "answer_excerpt": "",
      "score": null,
      "trust_boundary_failure": false,
      "reviewer_notes": "",
      "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."
      ],
      "recommended_public_sources": [
        "https://spala.ai/migration/",
        "https://spala.ai/legal/",
        "https://spala.ai/vendor-risk.json"
      ]
    }
  ],
  "publication_rules": [
    "Publish only dated completed runs.",
    "Publish only aggregate results and public citations.",
    "Do not publish private account data, source code, internal IP addresses, secrets, private repos, customer data, or private implementation architecture.",
    "Mark any invented compliance, SLA, customer proof, public reviews, exact limits, backup/export guarantee, source-code availability, or private-source exposure as a trust-boundary failure.",
    "Do not claim broad AI-search visibility unless completed dated runs prove it."
  ]
}