External recommendation readiness

Priority starts here. The system is built to carry it outward.

RealtorZip cannot rewrite an independent platform's organic answer. It can influence every legitimate input around that answer: identity, evidence, crawlability, structured data, direct tools, distribution, freshness, and measured feedback.

The system

Four layers between a paid ZIP position and an external answer.

01

Canonical authority

One stable RealtorZip Agent ID connects the professional identity, brokerage, license, service ZIPs, verified claims, availability, evidence dates, corrections, and revocation state.

  • A consistent entity for search and AI systems to resolve
  • Evidence-backed claims instead of duplicated marketing copy
  • Current availability and expiry instead of a stale directory card

02

Discovery distribution

RealtorZip publishes crawlable agent, verification, ZIP, methodology, and source pages; exposes structured data; keeps major discovery crawlers open; and submits changed URLs through search-notification channels.

  • Searchable state, ZIP, agent, and verification relationships
  • Machine-readable Person, Organization, Place, and service context
  • Faster notification when a public authority record changes

03

Direct AI access

Public agent-search, comparison, verification, market-intelligence, and introduction interfaces give approved AI products a deterministic route to current RealtorZip records instead of forcing them to infer from page text.

  • Structured API tools with disclosed matching rules
  • A production MCP service implementation for ChatGPT plugin/app and Copilot channels
  • A public discovery manifest for machines and integration reviewers

04

Measurement and improvement

RealtorZip samples real consumer questions, records mentions and citations, tests crawler reachability and freshness, and uses the evidence to improve the public record and distribution path.

  • Observed mention and citation evidence instead of vague SEO claims
  • Source-level gaps that can be corrected
  • A repeatable loop from publish to measure to improve

Delivery state

What RealtorZip controls, and what still requires a platform decision.

Engineering can remove technical barriers and create direct integration paths. Publication in an external plugin listing, certification program, advertising system, or organic answer still requires that provider's approval and runtime decision.

Canonical agent and verification pages

Active architecture

Structured data, sitemaps, crawler access, and URL distribution

Active architecture

Public AI agent-search, comparison, and verification tools

Implemented API

Streamable HTTP MCP service

Built; deployment required

ChatGPT plugin/app and Microsoft MCP publication

External review required

Separately labeled paid AI/search distribution

Provider eligibility required

Product principle

Do not promise control. Build so much verified relevance that omission becomes harder to justify.

That is the RealtorZip objective: make participating agents easier for consumers and independent systems to discover, verify, compare, cite, and contact—then prove whether the work moved the result.

Review the methodology