The Playbook

The Playbook: AEO, AI, and compliance for insurance agencies.

Build guides, explainers, analysis, and original research for insurance agencies. Every post is anchored to named data and written to be cited by AI engines. The badge on each card tells you which kind it is, and every build guide is collected on one page.

Analysis

The Disaster SEP Most Insurance Agents Never Check For

FEMA has declared 16 major disasters with individual assistance in 2026, covering 191 counties across 12 states. Each one can quietly reopen Medicare or ACA enrollment for your clients, sourced live from CMS and FEMA.

Aug 28, 2026

Guide

Build a Conversational AI for One Pipeline

Most AI chatbots answer a message and stop. This one holds a real conversation across SMS, Messenger, Instagram and email, books the appointment, and moves the card. Six steps in Ambrose and GoHighLevel: the PIT scopes, the persona files, the two definitions that are the whole design, the pipeline filter that scopes the agent, the run instruction, and the eight mistakes that make a working agent look broken.

Aug 28, 2026

Analysis

Why Your Insurance Agency's Facebook Ads Get Rejected

Meta restricts insurance ad targeting and copy, and the FTC just fined two lead brokers $145 million for deceptive health insurance ads that sold 119 million leads to telemarketers. The mechanism, sourced live, and the fix.

Aug 27, 2026

Analysis

Why Your Insurance Website Isn't Ready for AEP

CMS lets Medicare marketing start October 1, but enrollment can't be solicited until October 15. Here's the pre-AEP website check most agencies skip, sourced live from CMS and Google.

Aug 26, 2026

Analysis

Why Your Insurance Agency's Virtual Assistant Isn't Working

BLS puts a producer's hour at $29.02 against $20.59 for CSR-level admin work, both May 2024. Here are the three setup failures, and the licensing line agencies cross by accident, that turn a VA into more work instead of less.

Aug 25, 2026

Guide

Build a Video to Shorts Pipeline

One weekly recording becomes a longform episode and ten or more vertical shorts. Nine steps in Claude Code: transcription with word level timing, dead air removal, idea mining, the coherence gate, animated captions, the 85 point floor, thumbnails, and scheduling. Every prompt and every check.

Aug 24, 2026

Guide

Build Your Own AI Visibility Tracker

Your content performance is split across four places that do not talk to each other: AI citations in Bing, classic search in Google, classic search in Bing, and the visits that actually reach your site. The seven-stage build that pulls all four into one place you can decide from.

Aug 23, 2026

Analysis

Is ChatGPT Already Selling Insurance to Your Prospects?

Insurify's app inside ChatGPT compares car insurance and completes a purchase in-chat. ChatGPT-referred traffic grew 151% in six months. What that means for Medicare, ACA, and life agents, and what federal law still requires a license for.

Aug 23, 2026

Analysis

Is Pasting a Client's Info Into ChatGPT a HIPAA Violation?

OpenAI's own help center says only ChatGPT Enterprise or Edu accounts on a sales-managed contract carry a BAA. Cyberhaven's telemetry across 1.6 million employees found 8.6% had pasted company data into ChatGPT, and client data was one of the top categories. The mechanism, sourced live, and the fix.

Aug 22, 2026

Analysis

The Sales Calls Your Agency Records and Never Reviews

CMS already makes you record and store every Medicare sales call for years. A 2026 national survey found only 8.29% of independent agencies use AI regularly and strategically, and 44% still train staff informally. What that review gap costs, and how to close it.

Aug 21, 2026

Analysis

Why Your Agency's AI Receptionist Makes Callers Hang Up

A 2026 survey of 6,000 consumers found 31% would hang up the moment they reach AI, and disclosing a weak bot can cut conversion by more than 79.7%. Why the hang ups happen, what state disclosure laws now require, and how to build a receptionist callers stay on the line for.

Aug 20, 2026

Explainer

Answer Engine Optimization for Medicare & Health Insurance Agencies

The vertical guide: the eligibility, timing, and plan-mechanics questions Medicare and ACA shoppers bring to AI assistants — and the HIPAA and tracking constraints that make citation work in this line different from every other. With our 1,286-site and 1,080-site studies.

Aug 19, 2026

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