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GoGuides publishes independent web evidence, provenance, and machine-readable records.
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Technical deep dive

One evidence architecture, multiple public interfaces

GoGuides exposes different public interfaces for discovery, observation, evaluation, deterministic comparison, bounded analysis, verification context, longitudinal history, and source-text integrity. They are different views and operations over one evidence model, not competing sources of truth.

Architecture: Evidence → Interpretation → Decision

Evidence

Observed web state, provenance, verification context, integrity values, and historical observations.

Interpretation

Deterministic comparisons, GoGuides-derived assessments, policy context, and bounded model-assisted analysis.

Decision

The consuming system decides how to retrieve, rank, cite, recommend, transact, monitor, or abstain.

Discovery and formal contracts

/machine-use.json is the machine-readable capability-discovery document. /docs/openapi.yaml is the formal OpenAPI 3.1 contract. Human documentation explains purpose, evidence meaning, examples, and limits.

Evaluate — authoritative assessment resolution by scope

GET /evaluate/example.com
GET /evaluate.php?domain=example.com&format=json
GET /evaluate.php?url=https%3A%2F%2Fexample.com%2Fpage&format=json

Evaluate resolves a supported normalized root/domain or exact-URL scope through the authoritative GoGuides evaluation path. Root/domain and exact-page scopes can legitimately differ. The same normalized scope should not receive conflicting GoGuides values from different public interfaces.

Depending on the record, Evaluate can expose identity, AI Rank, grade, trust state, eligibility/policy context, verification context, freshness, history links, provenance, machine-use context, and links to related evidence surfaces.

Batch Evaluate — transport changes, authority does not

/evaluate-batch reduces network round trips for exact-URL evaluation. Every item still resolves through the same exact-URL evaluation authority used by single Evaluate. Batch transport does not create a second scoring or policy system.

Web State V3 — latest supported stored observation

GET /state/example.com

Web State exposes stored objective evidence for supported fields such as text similarity, structured-data state, schema-type state, normalized headers, word count, internal and external link counts, outbound-link fingerprints, AI-policy state, and observation metadata.

Conditional absence is not zero. Consumers should preserve omitted/unknown states rather than manufacturing replacement values.

Change Intelligence V1 — deterministic longitudinal comparison

GET /changes/example.com

Change Intelligence compares supported stored observation pairs. It can expose exact observation identifiers/timestamps, mechanical field-change flags, simhash distance where defined, and numeric deltas where supported.

changed, unchanged, unknown, insufficient_history, and observation_gap are meaningful states. The endpoint does not infer publisher motive or automatically label a change major, minor, malicious, or factually important.

URL Request — explicit attributed request intent

POST /request-url
GET  /request-url/status/{request_id}

URL Request lets a client explicitly request GoGuides intelligence for one public URL and follow the public request lifecycle. The caller records request intent; it does not write the resulting GoGuides observation or assessment.

A usable result can be returned immediately. An accepted asynchronous request can return a public request ID, status URL, and retry guidance under the documented contract.

Verification, profile, and history

Verification context

Proof-of-control or authorization evidence answers an identity/control question. It does not certify every statement on the site as true.

Current public profile

The profile presents current GoGuides context for human inspection without replacing the machine-readable evaluation contract.

History

Repeated observations expose continuity, change, and gaps over time. Historical depth adds context; age alone does not prove truth.

Claim Support — bounded model-assisted analysis

POST /claim-support
GET  /claim-support/status/{analysis_id}
POST /claim-support/feedback

Claim Support analyzes one caller claim against one fixed stored source observation. The source observation remains evidence; the verdict is a separate model-assisted analysis record. Feedback is governance input, not truth voting, and lifecycle status does not erase historical output.

Content Relationships — conservative exact-URL comparison

Content Relationships uses stored evidence to compare two exact public URLs. Relationship evidence can establish supported similarity or other documented states without proving common ownership, coordination, deception, copying intent, or publisher motive.

Verified Text — source attribution and integrity

GET /verified-text.php?q=gravity&format=json

Verified Text exposes source-attributed normalized text with record identifiers, source and license metadata, canonical record links, and SHA-256 integrity values. A successful hash check establishes integrity against the stored normalized record, not factual truth.

Signal and AI Discovery — lightweight discovery surfaces

/signal.json and /ai-discovery help automated consumers discover relevant GoGuides records and deeper evidence surfaces. They are not substitutes for the authoritative scope-specific evaluation and evidence endpoints.

Favicon North Star — deterministic record-state visualization

The GoGuides favicon is a compact deterministic visualization of supported resolved record-state inputs. The same supported inputs should produce the same output.

The favicon is not a security certificate, truth certificate, or universal quality label. When its visual state changes, a consumer can inspect the underlying GoGuides record for the evidence and interpretation behind the current state.

Source-use context is not universal clearance

GoGuides can publish granular source-use context for actions such as reading, summarizing, citation, recommendation, transactions, and sensitive advice. Those fields are GoGuides decision context under its methodology. Another system remains responsible for its own source-use policy.

What these endpoints do not prove

Endpoint quick reference

SurfaceRole
/machine-use.jsonMachine capability discovery.
/evaluate.phpAuthoritative GoGuides evaluation by normalized scope.
/evaluate-batchMultiple exact-URL evaluations through the same authority.
/state/{domain}Latest supported stored Web State observation.
/changes/{domain}Deterministic observation comparison.
POST /request-urlExplicit attributed URL-intelligence request.
/claim-supportBounded claim analysis against fixed stored evidence.
/content-relationshipsConservative exact-URL relationship evidence.
/verified-text.phpSource-attributed text and integrity metadata.
/profile/{domain}, /history/{domain}Human-readable current and longitudinal inspection.

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