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.
CMS Just Cut Five-Star Medicare Plans From 22 to 15 for 2027
CMS's 2027 Star Ratings dropped five-star Medicare Advantage plans to 15 and even revised its own 2026 count mid-year, from 18 to 22. What that means for every star-rating claim on your site, sourced live from CMS.
Oct 18, 2026
CMS Just Let You Call Your Plan 'The Best' Again
CMS dropped the requirement to print proof on the page for 'best plan' claims, effective October 1, 2026. CMS can still ask for the data, and AI search never needed CMS's rule to ignore an unsourced claim. Sourced live from CMS and Google.
Oct 17, 2026
ExplainerGoogle's AI Gets 57% of Life Insurance Answers Wrong
A hand-checked audit of 1,000 AI Overview answers found errors in 57% on life insurance and 13% on Medicare. Pew Research found almost nobody clicks through to check. What that costs an agency, and the page that corrects it, sourced live.
Oct 16, 2026
AnalysisPennsylvania's Pennie Premiums Jump Again for 2027
Pennsylvania approved a 15.97% average Pennie rate increase for 2027 and blocked $94.7 million in unjustified charges. About 85,000 Pennsylvanians already dropped coverage in 2026 after federal tax credits expired. What to fix on your site before November 1, sourced live.
Oct 15, 2026
AnalysisIs Your Insurance Agency's Vibe Coded Website Leaking Data?
Veracode found 44% of AI generated code ships a security flaw and GitGuardian logged 28.65 million leaked secrets in 2025. Escape found 175 exposed PII records across 5,600 scanned vibe coded apps. Here's what that means before you chat your agency's next tool into existence.
Oct 9, 2026
GuideBuild a Medicare AEP Renewal Pipeline in GoHighLevel
Four copyable prompts build an AEP renewal system in GoHighLevel: five pipeline stages, four workflows using native GHL texts, emails and AI calls, Conversation AI and one Voice AI agent that read Ambrose MEMORY JSON before every reply and call, plus Smart Lists, a dashboard and controlled testing.
Oct 7, 2026
AnalysisDoes Your Georgia Insurance Site Still Say HealthCare.gov?
Georgia Access replaced HealthCare.gov in 2024, enrollment fell 37% by April 2026, and 2027 rates rise 20.7%. If your site still names the wrong exchange, it's wrong twice: for clients and for AI search. Sourced live from Georgia's Office of Commissioner of Insurance, CMS, and healthinsurance.org.
Oct 6, 2026
ExplainerWhy AI Never Names Your Home and Auto Insurance Agency
Independent agents wrote 39.5% of personal lines premium in 2025, up from 36.7% in 2021, per Big I. Ask an AI assistant about car insurance and it names State Farm or NerdWallet, never a local agent. Sourced live from Big I, Conductor, 5W Public Relations, and J.D. Power.
Oct 5, 2026
AnalysisYour Insurance Website Is Behind on 2027 Plan Data
CMS confirmed 2027 Medicare Advantage premiums fall 16.5% on September 28. KFF's tracker counts nine insurers leaving the ACA marketplace, Cigna among them, in 11 states. Most agency sites still show last year's numbers. Sourced live from CMS, KFF, and HealthCare.gov.
Oct 4, 2026
ExplainerYour Quote Form Doesn't Actually Quote Anything
Most agency quote forms collect a name and a phone number, then wait for a callback. A real quoter calls the federal Marketplace API and shows an actual premium before the visitor leaves. Interactive tools convert at 47.3% versus 2.8% for static forms, per Outgrow's own customer data.
Oct 3, 2026
ExplainerWhy AI Search Never Names Your Final Expense Agency
Final expense new annualized premium hit $1.38 billion in 2025, up 32%, and independent agents write 75% of it, per LIMRA and LOMA. Comparison sites still win the AI citations. Sourced live from LIMRA, LOMA, and Conductor's 2026 insurance AI benchmarks.
Oct 2, 2026
AnalysisCan a Photo Lead Someone to Your Insurance Agency's Website?
Google Search Console split Web search into text and multimodal on September 24, 2026, counting searches made with Google Lens, Circle to Search, image uploads, and Chrome's "Search this image." It isn't in the public API yet. What it means for an agency site, and how to check your own data this week.
Oct 1, 2026
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