Previous value: -"Input context mode: 'company_or_vendor_profile' (default, optimizes for SAM.gov vendor registration & FinTech KYB SIC/NAICS), 'rfp_or_sow_scope' (optimizes for solicitation set-aside NAICS & Federal PSC), or 'product_or_service_catalog' (emphasizes NIGP/UNSPSC commodity codes)."New value: +"Classification context: 'company_or_vendor_profile', 'rfp_or_sow_scope', or 'product_or_line_item'."

Previous value: -[
-  "company_or_vendor_profile",
-  "rfp_or_sow_scope",
-  "product_or_service_catalog"
-]New value: +[
+  "company_or_vendor_profile",
+  "rfp_or_sow_scope",
+  "product_or_line_item"
+]

Added value: +{
+  "description": "Concise 1-sentence executive summary of the company, SOW, or product analyzed.",
+  "type": "string"
+}

Previous value: -"Matched 4-character Federal Product Service Codes (PSC)."New value: +"4-character Federal Product Service Codes (PSC) for SAM.gov saved searches and FPDS award tracking."

Added value: +{
+  "description": "Actionable guidance covering SAM.gov NAICS/PSC profile setup, SBA small-business size standard nuances (e.g., 150-employee IT Value Added Reseller footnote under 541519), SLED NIGP registration, and KYB risk classification.",
+  "type": "string"
+}

Added value: +{
+  "description": "2-digit NAICS sector code and name (e.g., '54 - Professional, Scientific, and Technical Services').",
+  "type": "string"
+}

Previous value: -"Top-ranked 6-digit NAICS code, title, confidence score, and official SBA Small Business Size Standard."New value: +"Highest-confidence primary 6-digit NAICS code and SBA Small Business Size Standard."

Previous value: -"Up to max_secondary_codes alternative 6-digit NAICS classifications."New value: +"Additional relevant 6-digit NAICS codes for SAM.gov registration and secondary capabilities."

Previous value: -"Matched 4-digit Standard Industrial Classification (SIC) codes."New value: +"4-digit Standard Industrial Classification (SIC) codes for FinTech KYB, banking underwriting, and corporate filings."

Previous value: -"Matched State SLED NIGP and 8-digit UNSPSC commodity codes."New value: +"8-digit UNSPSC and 5-digit NIGP Class-Item codes for State/Municipal SLED vendor portals and ERP catalogs."

Added value: +"Input context mode: 'company_or_vendor_profile' (default, optimizes for SAM.gov vendor registration & FinTech KYB SIC/NAICS), 'rfp_or_sow_scope' (optimizes for solicitation set-aside NAICS & Federal PSC), or 'product_or_service_catalog' (emphasizes NIGP/UNSPSC commodity codes)."

Previous value: -"Company profile, product description, or Statement of Work text."New value: +"Unstructured text describing a company's offerings, a B2B product catalog, or a government RFP/SOW technical scope (20 to 50,000 characters)."

Added value: +50000

Added value: +20

Added value: +"Maximum number of secondary/alternative NAICS, PSC, and NIGP codes to return in addition to the top-ranked primary code (integer 1 to 5; defaults to 3)."

Added value: +5

Added value: +1

Previous value: -nullNew value: +{
+  "properties": {
+    "federal_psc_codes": {
+      "description": "Matched 4-character Federal Product Service Codes (PSC).",
+      "items": {
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "primary_naics": {
+      "description": "Top-ranked 6-digit NAICS code, title, confidence score, and official SBA Small Business Size Standard.",
+      "type": "object"
+    },
+    "secondary_naics_codes": {
+      "description": "Up to max_secondary_codes alternative 6-digit NAICS classifications.",
+      "items": {
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "sic_codes": {
+      "description": "Matched 4-digit Standard Industrial Classification (SIC) codes.",
+      "items": {
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "state_unspsc_and_nigp_codes": {
+      "description": "Matched State SLED NIGP and 8-digit UNSPSC commodity codes.",
+      "items": {
+        "type": "object"
+      },
+      "type": "array"
+    }
+  },
+  "type": "object"
+}