Four AI engines. One urgent question. 28 Palm Beach Medicare brokers. Nobody to call.
Palm Beach County, FL, 14 November 2026. Four AI answer engines, five identical questions, 28 independent Medicare brokers named between them. On the one question that asked for urgent help, not one engine named a business the buyer could call.
One of the five questions got no business named at all. Asked that one, all four engines answered without naming a single company the asker could call. What follows is every name they did give, to the other four questions and to each other.
If one of the businesses below is yours, an AI answer engine named you on 14 November 2026. If none of them is, this page records the names the answers gave instead.
On 14 November 2026 we ran five buying questions about independent Medicare insurance brokers in Palm Beach County, FL, and recorded the businesses the answers named. From our platform's web search we recorded up to six per answer, and from the other three, every business named (see What we did not record). Nobody paid for this run and no business was told it was happening.
Four engines, one set of questions
We asked four different answer engines the same five questions. They were our platform's web search, ChatGPT, Google AI Mode and Grok.
- 28 businesses were named in total.
- 1 was named by all four.
- 7 were named by more than one engine, but never by all four.
- 20 were named by one engine and never by the others.
Named by every engine at least once across the run: South Florida Medicare Specialists.
| Engine | Businesses named | Times named across five answers | Answers naming nobody |
|---|---|---|---|
| Grok | 14 | 26 | 1 |
| Google AI Mode | 10 | 24 | 1 |
| ChatGPT | 9 | 18 | 1 |
| our platform's web search | 6 | 12 | 1 |
What our platform's web search named
- The 5 answers named 6 businesses in total. 1 of the 5 answers named no business at all.
- South Florida Medicare Specialists was named in all 4 answers that named anyone (our platform's web search).
- 2 were named only once.
Ask us for the free report on your business.
The engines skipped the directories
Not one of the 6 names is a directory; each one is a business the asker could call.
At least 20 of the 50 sources behind these answers are directory and aggregator sites, and the names that came back were operating businesses anyway.
The five questions, exactly as asked
Each question keeps the same shape. Only the service and the area change, so one run can be compared with another. Every question includes the area on purpose: a search without a place name returns businesses from other states.
Under each question is the answer text in full, not an excerpt. We quote it exactly as it came back and do not verify it. We do not judge whether what an answer says about a business is right; the series records only who got named.
Best independent Medicare insurance broker in Palm Beach County, FL
What came back, word for word.
According to the sources, South Florida Medicare Specialists led by Aaron Gordon is highlighted as a Medicare agent in Palm Beach County, FL, with over 15 years of experience helping residents find affordable Medicare coverage. Yelp mentions Evergreen Insurance Agency and Palm Beach Insurance Advisory Group as options for Medicare insurance brokers in Royal Palm Beach and West Palm Beach, respectively. However, no single source definitively identifies the "best" independent Medicare insurance broker in Palm Beach County, FL.
Companies this answer named: South Florida Medicare Specialists · Evergreen Insurance Agency · Palm Beach Insurance Advisory Group
Most trusted independent Medicare insurance broker in Palm Beach County, FL
What came back, word for word.
According to the sources, A&E Insurance Agency, led by Steve Germain, is described as a trusted Medicare broker in South Florida, including Palm Beach County, with a 5.0-star Google rating across 126 reviews. Another source mentions South Florida Medicare Specialists, a licensed Medicare insurance specialist, but does not specifically rank them as the most trusted. The Yelp page for Palm Beach Insurance Advisory Group lists them as a Medicare insurance broker in West Palm Beach, Florida, but does not provide a ranking or specific trust measure. Evergreen Insurance Agency is also listed as an independent insurance agent and broker in Royal Palm Beach, Florida, but again, no specific ranking or trust measure is provided. Therefore, while multiple sources mention these agencies, none definitively identify the most trusted independent Medicare insurance broker in Palm Beach County, FL.
Companies this answer named: A&E Insurance Agency · South Florida Medicare Specialists · Palm Beach Insurance Advisory Group · Evergreen Insurance Agency
Best-reviewed independent Medicare insurance broker in Palm Beach County, FL
What came back, word for word.
According to the sources, Marco Chiarella is identified as the #1 Top Rated Palm Beach Agent and #2 Top Rated Palm Beach Broker. Additionally, Aaron Gordon from South Florida Medicare Specialists is highlighted by positive testimonials for his expertise and customer service in helping Palm Beach County residents find affordable Medicare coverage. However, there is no definitive ranking or consensus among the sources on the best-reviewed independent Medicare insurance broker in Palm Beach County, FL.
Companies this answer named: Marco Chiarella · South Florida Medicare Specialists
Who should I call for an independent Medicare insurance broker in Palm Beach County, FL
What came back, word for word.
For an independent Medicare insurance broker in Palm Beach County, FL, you can call A&E Insurance Agency at (954) 281-5622, led by Steve Germain, who has guided South Florida families through Medicare since 2013. Alternatively, you can contact South Florida Medicare Specialists at (561) 339-0366, a licensed Medicare insurance specialist and co-founder who helps clients choose the best Medicare plans. Another option is Renee Lempert, a Florida Licensed, Life and Health, Medicare Insurance Broker, reachable at (561) 704-9302, who focuses on helping Medicare clients in Palm Beach Gardens and around Florida.
Companies this answer named: A&E Insurance Agency · South Florida Medicare Specialists · Renee Lempert
Urgent help with Medicare enrollment in Palm Beach County, FL
What came back, word for word.
For urgent Medicare enrollment help in Palm Beach County, FL, the sources suggest reaching out to the State Health Insurance Assistance Program (SHIP) through the national SHIP line at 1-877-839-2675 or shiphelp.org. Additionally, the Serving Health Insurance Needs of Elders (SHINE) program, run by the Florida Department of Elder Affairs and available through the Area Agency on Aging serving Palm Beach County at 1-800-963-5337, offers free, unbiased, and confidential counseling on Medicare enrollment and coverage issues. For local services such as meals, rides, and in-home help, the Eldercare Locator at 1-800-677-1116 connects you to the Area Agency on Aging serving Palm Beach Gardens.
Companies this answer named: No company was named.
How often each name appeared
- South Florida Medicare Specialists — 4 of 5
- A&E Insurance Agency — 2 of 5
- Evergreen Insurance Agency — 2 of 5
- Palm Beach Insurance Advisory Group — 2 of 5
- Marco Chiarella — 1 of 5
- Renee Lempert — 1 of 5
Even South Florida Medicare Specialists, the business named most often, was absent from 1 of the 5 answers, and 2 of the 6 names were named by a single answer.
The same five questions, engine by engine
The names our platform's web search returned are listed above, under the five questions. Below is what the other three returned for the same questions. It also shows whether all four agreed on any one name.
Best independent Medicare insurance broker in Palm Beach County, FL
ChatGPT: Malooley Insurance · The Medicare Dude · Insure with Allison · Avid Health: The Medicare Source
Google AI Mode: Avid Health: The Medicare Source · Absolute Best Insurance · Senior Healthcare Team Insurance Agency, Inc. · Senior Health Insurance Advocates · All Insurance Community · South Florida Medicare Specialists · Helen Jean - Health Insurance & Medicare Advisors
Grok: South Florida Medicare Specialists · Senior Healthcare Team · Helen Jean Health Insurance & Medicare Advisors · Health Palm Beach · Avid Health: The Medicare Source · Healthy Florida Seniors
Named by all four: none.
Most trusted independent Medicare insurance broker in Palm Beach County, FL
ChatGPT: Malooley Insurance · Jackie Colucci · Avid Health: The Medicare Source · Senior Health Insurance Advocates
Google AI Mode: Senior Health Insurance Advocates · All Insurance Community · Absolute Best Insurance · Senior Healthcare Team Insurance Agency, Inc. · South Florida Medicare Specialists · Helen Jean - Health Insurance & Medicare Advisors
Grok: Tramazzo Insurance Group · Medicare Sharks · Healthy Florida Seniors · Insure with Allison · South Florida Medicare Specialists · Health Palm Beach · Medicare Advisors of South Florida
Named by all four: none.
Best-reviewed independent Medicare insurance broker in Palm Beach County, FL
ChatGPT: Avid Health: The Medicare Source · Senior Health Insurance Advocates · South Florida Medicare Specialists · Jackie Colucci · The Medicare Dude
Google AI Mode: Senior Health Insurance Advocates · All Insurance Community · Absolute Best Insurance · Senior Healthcare Team Insurance Agency, Inc. · Insurance Brokers Direct Inc. · Helen Jean - Health Insurance & Medicare Advisors
Grok: South Florida Insurance Brokers · Medicare Advisors of South Florida · Insure with Allison · Medicare Sharks · Health Palm Beach · Healthy Florida Seniors · The Medicare Dude
Named by all four: none.
Who should I call for an independent Medicare insurance broker in Palm Beach County, FL
ChatGPT: Avid Health: The Medicare Source · Michele Malooley Insurance Advisor · South Florida Medicare Specialists · Insurance by Garry · Financial Insurance Group of the Palm Beaches
Google AI Mode: Avid Health: The Medicare Source · Senior Healthcare Team Insurance Agency, Inc. · Absolute Best Insurance · Medicare Explained · Medicare Supplement Insurance Exchange
Grok: Medicare Sharks · Health Palm Beach Insurance Advisors · Ascension Insurance Advisors · Healthy Florida Seniors · Renee Lempert (Florida Seniors Health Insurance) · South Florida Medicare Specialists
Named by all four: none.
Urgent help with Medicare enrollment in Palm Beach County, FL
ChatGPT: no business named
Google AI Mode: no business named
Grok: no business named
Named by all four: none.
What we did not record
Our platform's web search recorded up to 6 businesses per answer. The other three engines recorded every business their answers named.
Every answer quoted above is the full result text, and we kept all 50 sources behind them.
It was one run, on one day, through four AI answer engines. We requested 10 results per question. Answers vary by question, by platform, by location and by time.
Your business might be named by one AI answer engine and not by another. And when the question is urgent, this run shows the engines can name nobody at all.
This run named 28 businesses across four engines, and all four named one of them at least once. Would yours be?
The free report shows the five buyer questions for your trade and your area, every business each answer named, the pages those answers came from, and whether yours was one of them.