Observed Surface Comparison Facts API is a paid API for AI agents from kari.mayim-mayim.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-09-15).
Returns comparison facts about observed surfaces, likely physical or material surface attributes analyzed side by side
Observed Surface Comparison Facts API
A set of factual comparison data points about the observed surfaces provided, including measured differences and attribute comparisons between the surfaces in question
POSThttps://kari.mayim-mayim.com/api/bazaar/surface_comparison_factsUse this endpoint when you need factual, data-driven comparison results between two or more observed surfaces, particularly when working with physical material analysis or surface attribute datasets in a lightweight pay-per-call model
{
"input": {
"body": {
"rail": "surface_comparison",
"limit": 5,
"agentId": "test-agent-qa-001",
"goalType": "comparison_analysis",
"surface_a": "polished_steel_sample_001",
"surface_b": "brushed_aluminum_sample_002",
"domainHint": "material_surfaces",
"candidateIntentGroup": "surface_attributes",
"comparison_attributes": [
"texture",
"reflectivity",
"roughness",
"finish_quality"
]
},
"type": "http",
"method": "POST",
"bodyType": "json"
}
}| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
{
"query": {
"limit": 5,
"goalType": "comparison_analysis",
"candidateIntentGroup": "surface_attributes"
},
"features": [
"observation_provenance.v1",
"protocol_roles.v1",
"verification_cost_summary.v1"
],
"surfaces": [],
"limitations": [
"Observation facts only.",
"Not a recommendation.",
"Not a routing decision.",
"Unassessed attempts are not failures.",
"Display order is not a recommendation.",
"Surface identifiers are observation keys, not provider endorsements.",
"Missing observations do not imply failure or unsafety.",
"Observation provenance is reporter identity provenance only, not report truth.",
"key_control_verified does not mean trusted, certified, or reliable.",
"Verification cost summary is sdk-reported and not server-metered.",
"Protocol roles are observed capability metadata, not proof of safety or settlement."
],
"not_a_verdict": true,
"schema_version": "ln_church.surface_comparison_facts.v0",
"final_authority": "local_runtime",
"payment_observed": true,
"query_resolution": {
"note": "candidateIntentGroup filtering requires observed_intent_claims or provider_declared_intent_hints in the source read model.",
"goal_type_filter_applied": true,
"domain_hint_filter_applied": false,
"candidate_intent_group_filter_applied": true
},
"not_payment_proof": true,
"not_a_recommendation": true,
"payment_receipt_present": true
}{
"type": "json",
"example": {
"surfaces": [],
"not_a_verdict": true,
"schema_version": "ln_church.surface_comparison_facts.v0",
"final_authority": "local_runtime",
"not_payment_proof": true,
"not_a_recommendation": true
}
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