Local AI Sources

Local AI Sources · Lake Mary · roofer

Who do AI engines recommend for a roofer in Lake Mary, Florida? (November 2026)

In November 2026, 4 of 4 AI engines named at least one specific roofer for Lake Mary, Florida, when asked "Who is the best roofer in Lake Mary, Florida?". Together they cited 11 business websites and 11 directory or aggregator pages. The names and the sources each engine returned are below, by month.

November 2026

Collected 2026-11-02 · N=1 per engine · provisional at the question level

4 of 4 engines named at least one specific business.

ChatGPT gpt-5.4-2026-03-05

Businesses named in the answer, as written by the engine

Sources cited

floridaroofingdirectory.comdirectory · pinnacleroofinggroup.commulti-city site · angi.comdirectory · bestprosintown.comdirectory · floridahomenetwork.comdirectory

Perplexity sonar-pro

Businesses named in the answer, as written by the engine

Sources cited

theroofingbrief.comown site · janneyroofing.comown site · bigfootroofing.comown site · buildzoom.comdirectory · universalroof.comown site · homeadvisor.comdirectory · bbb.orgdirectory · thumbtack.comdirectory

Claude claude-sonnet-5

Businesses named in the answer, as written by the engine

Sources cited

homeadvisor.comdirectory · roofclaim.comown site · ojohnroofing.comown site · yelp.comdirectory

Gemini gemini-3.6-flash

Businesses named in the answer, as written by the engine

Sources cited

roofingtopnotch.comown site · reviews.birdeye.comdirectory · ojohnroofing.comown site · janneyroofing.comown site · rocroofingfl.comown site · roofclaim.comown site

July 2026

Collected 2026-07-02 · N=1 per engine · provisional at the question level

2 of 2 engines named at least one specific business.

ChatGPT gpt-5.3-chat-latest

Businesses named in the answer, as written by the engine

Sources cited

gaf.comdirectory · experience.comdirectory · reviews.birdeye.comdirectory · pinnacleroofinggroup.commulti-city site · oneallratings.comown site

Perplexity sonar

Businesses named in the answer, as written by the engine

Sources cited

pinnacleroofinggroup.commulti-city site · rocroofingfl.comown site · janneyroofing.comown site · lundbergroofing.comown site · bbb.orgdirectory · rooftek.comown site · yelp.comdirectory · facebook.comdirectory · ojohnroofing.comown site · angi.comdirectory

Names are extracted automatically from each answer's bold text and tables, so a name can be missed or cut oddly; the full answer text is in the downloadable rows. A business listed here was named by that engine on that date. It is not an EVOIX recommendation, and absence from this page is not a judgement of any business.