LIVE98Cities4AI engines500+Markets7,500Queries / wk98,397+Citations analysed
Viewing archived week (Jun 29 – Jul 5, 2026)Latest week
Week of Jun 29 – Jul 5, 2026

What AI engines recommended
for Toledo HVAC
in Jun 29 – Jul 5, 2026

We asked ChatGPT, Claude, Perplexity and Gemini 15 real customer-search questions during ISO week 2026-W27. Together, 12 unique hvac businesses were named. Here’s who came up most often.

Visibility index
100/100
% queries with named results
Queries probed
15
real customer questions
Businesses named
12
unique across engines
Top engine
Perplexity
100% coverage

Coverage per engine

ChatGPT
100%
of queries returned real name
Claude
100%
of queries returned real name
Perplexity
100%
of queries returned real name
Gemini
100%
of queries returned real name

Top 12 most-cited businesses

week of Jun 29 – Jul 5, 2026
RankBusinessCitationsEnginesScore
#1Glass City HVAC454/4100
#2M&M Heating & Cooling353/477
#3Voegeli Heating & A/C, Inc.273/466
#4Shrek Heating & Air Conditioning102/433
#5Overcashier & Horst Heating and A/C151/430
#6Diamond Heating & Air Conditioning Inc151/430
#7Shamy Heating & Air Conditioning151/430
#8Fry Heating151/430
#9HD Smart Home LLC121/426
#10Toledo Air Duct Cleaning & Repairs41/415
#11Shrek Heating & Air Conditioning, LLC31/414
#12Lennox Dealers in Toledo11/411

Want the current-week breakdown?

The evergreen page for Toledo HVAC shows the freshest week’s data with per-query answers (verbatim AI responses), full engine coverage, and claimed-business highlights.

See current Toledo HVAC report →