AI RECOMMENDATIONS · CHARLOTTE, NC
Epoxy flooring in Charlotte, NC: who ChatGPT and Gemini recommend
Asked for the best epoxy floor coating contractors in Charlotte, NC on , ChatGPT named 8 companies and Gemini named 4. Three companies were on both lists: Granite Garage Floors Charlotte, The Epoxy Floor Company and Dogwood Epoxy. They did not agree on the first name: ChatGPT put United Floor Coatings first and Gemini put The Epoxy Floor Company first.
BOTH SHORTLISTS
Who ChatGPT and Gemini named for epoxy flooring in Charlotte, NC
| Rank | Company | Own site cited |
|---|---|---|
| #1 | United Floor Coatings | Yes |
| #2 | Granite Garage Floors CharlotteAlso on Gemini’s list (#4) | Yes |
| #3 | Titan Garage Floors Inc | Yes |
| #4 | The Epoxy Floor CompanyAlso on Gemini’s list (#1) | Yes |
| #5 | Spartan Floor Coatings Charlotte | Yes |
| #6 | Dogwood EpoxyAlso on Gemini’s list (#2) | Yes |
| #7 | Endure Concrete Coatings | Yes |
| #8 | GarageExperts of Charlotte | Yes |
| Rank | Company | Own site cited |
|---|---|---|
| #1 | The Epoxy Floor CompanyAlso on ChatGPT’s list (#4) | No |
| #2 | Dogwood EpoxyAlso on ChatGPT’s list (#6) | Yes |
| #3 | Epoxy Floor Squad | Yes |
| #4 | Granite Garage Floors CharlotteAlso on ChatGPT’s list (#2) | No |
Ranks are the order each assistant gave. “Own site cited” means the answer cited a page on the company’s own website as a source. “Also on Gemini’s list” and “Also on ChatGPT’s list” mark the companies both assistants named, with the other assistant’s rank.
COMPARED WITH THE STUDY
How this city compares with the 50-metro study
| Measure | Charlotte, NC | Epoxy flooring, 50 metros | All three trades |
|---|---|---|---|
| ChatGPT: companies named | 8 | 6.9 per answer | 6.8 per answer |
| ChatGPT: own website cited | 8 of 8 (100%) | 303 of 345 (88%) | 911 of 1,021 (89%) |
| Gemini: companies named | 4 | 4.1 per answer | 4.2 per answer |
| Gemini: own website cited | 2 of 4 (50%) | 142 of 203 (70%) | 327 of 637 (51%) |
| ChatGPT’s names also on Gemini’s list | 3 of 8 (38%) | 74 of 345 (21%) | 198 of 1,021 (19%) |
| Same company first on both lists | No | 8 of 50 metros | 24 of 150 questions |
| No company on both lists | No | 9 of 50 metros | 33 of 150 questions |
The two right-hand columns count the same 150 answers per assistant that the 50-metro study reports, with names matched by the rule below. Being on one assistant’s list says little about the other’s.
METHOD AND LIMITS
How these lists were collected
- One answer per assistant, both collected on : ChatGPT with web search on and a US location, and Google Gemini with Google Search grounding and a US location, collected through cloro, a third-party AI answer collection service.
- The question, with Charlotte, NC as the city and state: “Who are the best epoxy floor coating contractors in [city], [state]? Give me a shortlist.”
- Answers change from day to day. Ask the same question tomorrow and either list can be different.
- Named by both: names are compared without punctuation, text in brackets, legal endings such as Inc. and LLC, and the city and state; they match when they are then the same, when one is the start of the other, or when both start with the same distinctive word.
- A listing here is not an endorsement by Sourci. Sourci has not vetted these companies, and the order is the assistant’s, not ours.
- Read the full method in the 50-metro study, or download all 1,658 recommendations (CSV).
BEFORE YOU HIRE
How to check a epoxy flooring contractor before you hire
An assistant’s shortlist is a place to start, not a vetting. Before you hire one of these epoxy floor coating contractors:
- Check the licence. Ask which licence or registration the company holds for this work. Licensing rules differ by city and by job size, so confirm what applies with the local building department before work starts.
- Ask for a certificate of insurance that names your property, and confirm it with the insurer.
- Ask for two or three references from similar commercial jobs and call them.
- Ask how they test the slab for moisture, how they prepare the surface, and which coating system and thickness they propose for your traffic.
- Get the scope, products, schedule and warranty in writing, and compare at least two proposals on the same scope.
FOR EPOXY FLOOR COATING CONTRACTORS
Are you a epoxy floor coating contractor in Charlotte? Here is what decides the list
If you do epoxy floor coating work in Charlotte and you are not on these lists, here is what the answers show. ChatGPT cited the company’s own website for 8 of 8 (100%) of the names above, and Gemini for 2 of 4 (50%). A specific page for this service on your own site is the evidence both assistants used most.
Across the study’s 50 epoxy floor coating answers, ChatGPT also cited these sources most: Angi (35 answers), Thumbtack (31), BBB (20), GarageExperts (16), HomeAdvisor (15). Complete, accurate profiles there feed the answer whether or not you buy leads from them.
And one list says little about the other: the two assistants agreed on 3 of these names. You need to check both.
FREE CHECK
Is your company on Charlotte’s list?
Tell us your trade and city. We ask ChatGPT, Google AI and Perplexity the buyer questions from our 24-question method and send you who gets named, whether you are one of them, and the first gaps worth fixing. Free.
Result: A Dallas commercial painter grew revenue 234% and website visitors 657% in six months of SEO and AI-search work with Sourci. The owner asked us to keep the company name private. Read the Dallas case study