Home › Measured markets › Insurance agency in Little Elm, TX
Measured market data
Who does AI recommend for Insurance agency in Little Elm, TX?
As of 24 July 2026, when asked “best Insurance agency in Little Elm, TX”, leading AI assistants named 4 businesses: Nexum Insurance, Schell Insurance, Michel Hambrick Agency Inc and Quote Texas.
The businesses AI recommends
These are the businesses named in the assistants’ answers to “best Insurance agency in Little Elm, TX”, in the order they were given.
| # | Business | Also on Google? |
|---|---|---|
| 1 | Nexum Insurance | AI only |
| 2 | Schell Insurance | AI only |
| 3 | Michel Hambrick Agency Inc | Also on Google |
| 4 | Quote Texas | AI only |
What Google’s local results show
For the identical search, Google’s local results ranked these businesses.
| # | Business | Rating | Named by AI? |
|---|---|---|---|
| 1 | Kristian Schwitzer Insurance Agency | 5 | Google only |
| 2 | Michel Hambrick Agency | 5 | Also named by AI |
| 3 | Justin Bigby - State Farm Insurance Agent | 4.8 | Google only |
| 4 | Allen Insurance Group | 4 | Google only |
| 5 | Ryan Dunn - State Farm Insurance Agent | 5 | Google only |
The gap
Only one business appears on both lists. 3 of the businesses AI recommends do not show up in Google’s local results for this search at all, and 4 businesses Google ranks are never named by the assistants.
Ranking well on Google and being recommended by AI are two different races. A business can own the map pack in Little Elm, TX and still be invisible when a customer asks an assistant the same question — and the reverse happens just as often.
The two systems read different things. Google’s local pack leans on proximity, Google Business Profile completeness and review volume. An assistant is summarising what the web says about a business — directory profiles, roundups, forum threads and the business’s own pages — and names whoever its trusted sources describe most clearly. Different inputs, different lists.
Method and limitations
- What was measured: the query “best Insurance agency in Little Elm, TX” was put to leading AI assistants, and the businesses named in their answers were recorded in order. Google’s local results for the identical query were captured at the same time.
- When: 24 July 2026. This is a snapshot, not a live ranking.
- Assistants disagree with each other, and answers vary between runs. Treat the list as representative of what a customer is likely to be told, not as a fixed ranking.
- This is not a quality judgement. Being named by AI reflects how clearly and favourably the web describes a business, not how good its work is. Excellent businesses go unnamed all the time — that is the whole point.
- Our own methodology. We sell AI visibility services, so we have an interest here. The method above is stated so you can run it yourself and check.
Other markets we measured
Want this run for your business?
The same scan, on your market and your competitors — free, and you get the list of who AI names instead of you.
Scan my market free