The Oak & Algorithm Field Guide: Real Estate Marketing, AI and Visibility Insights for real estate agents, loan officers, builders, and teams. Written by Emily Wyatt, Founder of Oak & Algorithm.
Emily Wyatt Emily Wyatt

Real Estate Concierge Services Co is Now Oak & Algorithm

Real Estate Concierge Services Co is now Oak & Algorithm. Same founder, same clients, same phone number, new name. Here’s what changed, why I did it, and the six steps I’m using so Google and AI know both names belong to one business.

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Emily Wyatt Emily Wyatt

The AI Search Rules Changed Again:

A month ago the advice was "get mentioned on Reddit." Then Reddit lost 86% of its ChatGPT citations in three weeks. Here's what actually earns AI visibility for agents right now, and what to stop doing.

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Emily Wyatt Emily Wyatt

AI Is Now Underwriting Loans Inside ChatGPT.

Underwriting decisions in 47 seconds inside ChatGPT. Borrowers pre-qualifying with AI before they call anyone. The September 2026 AI update for mortgage pros, and the plan for staying the name AI hands them to.

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Why 12 of 25 Raleigh Loan-Officer Brands Looked Local to a Directory but Not to AI

Oak & Algorithm tested 25 loan-officer brands associated with Raleigh by public directory and ranking sources. Twelve resolved primarily to another market, and only three appeared in unbranded discovery evidence. Here is what that gap reveals about local visibility in ChatGPT, Google AI Mode, and traditional search.

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Content Marketing for Raleigh Real Estate Agents: The Authority System

Most Raleigh real estate agents do not need more content. They need a smarter authority system. Here’s how to turn local expertise into searchable, reusable content that builds trust with Google, AI platforms, and the actual humans deciding who to hire.

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