← All 58 businesses in the Chicago HVAC Index

#10

of 58 in Chicago HVAC

August 2026 edition

Pilot scorecard · August 2026 ✓ Named by AI

Guardian Heating & Cooling Service

guardianheatingandcooling.com · free scorecard, published for every business in the market — asked or not

7
times named this edition
2 of 3
models name them
3.2%
share of all recommendations

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“Guardian Heating & Cooling — not based in Evanston, but serves the area and has an impressive 4.9/5 from 393 reviews. It's a more established operation with 24/7 emergency service.”

ChatGPT · PILOT-04-chatgpt-r1 · Aug 11, 2026
Which HVAC companies in Evanston do people trust most?

Every answer that named this business (3)

Each item is a real customer-style question, the exact sentence a model returned, and which assistant said it. Published battery only.

Which HVAC companies in Evanston do people trust most?

“Guardian Heating & Cooling — not based in Evanston, but serves the area and has an impressive 4.9/5 from 393 reviews. It's a more established operation with 24/7 emergency service.”

ChatGPT · PILOT-04-chatgpt-r1 · Aug 11, 2026

Same-day AC repair near Evanston with upfront pricing

“Guardian Heating & Cooling — Northbrook, 24/7, 4.9★/393 reviews; offers central-AC repair and says there's no service fee with paid repair during normal hours. (847) 582-0925”

ChatGPT · PILOT-20-chatgpt-r1 · Aug 11, 2026

Schedule an HVAC maintenance visit in Lincoln Park for under $150

“| Guardian Heating & Cooling Service | AC/Heating Tune-Up and Cleaning promotion | $149 | Call (312) 818-2840 |”

Gemini · PILOT-16-gemini-r1 · Aug 12, 2026

Models

✓ ChatGPT✓ Gemini– Perplexity
7 mentions · market best 40

⚠ Fragile visibility. Only ChatGPT and Gemini name them; Perplexity never does. If either changes its mind, their AI visibility collapses.

Can AI read their site?

AI crawler policyWhat robots.txt says about AI crawlers.
standard
llms.txtA plain-language file agents can read before guessing.
yes
SitemapA machine-readable map of important URLs.
yes
Structured dataLocalBusiness JSON-LD or equivalent structured business facts.
no
Agent endpointVerified JSON only; never an advertisement for tools.
none
VerificationHuman ground-truth checks have not been fielded yet.
Ground truth · pending

Probe stability: 0 signals disagreed between the two passes.

What to fix

History

August 20267 named · 3.2% share
NextNext edition
AfterFuture edition

This history starts here. August 2026 is the baseline — every future edition stacks on top of it, and a dated record like this cannot be created after the fact.

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Monthly readout; scorecard stays free

$149 / month

Free move list: email when this shop's stamp changes. Watch ($149/mo) is the monthly readout beside it — different product. Payment never touches the grade.

  • Told when a model starts or stops naming them
  • Machine-readability changes re-checked each edition
  • Payment never touches the grade
Watch — $149/mo

$149 a month against a four-figure job. If one readout helps you win back a single job a year — or hold one you were about to lose to a shop the assistants like better — it has paid for itself. The scorecard stays free either way.

This scorecard is free and it is not for sale. We do not sell the fix, and no payment moves this number — not from this business, not from whoever markets it. Send corrections with evidence to watch@lodestarindex.com.

Where to next

The whole Chicago HVAC Index →

See where this business sits against all 58 competitors.

For agencies →

Watching a book of clients against an independent number.

How this was scored →

The battery, the probe, and the reliability gate.