Real ChatGPT answer · index seeddFgCeGVVSzscompleteHome services and improvement · HVACcomparison

Are online duct cleaning coupons from local companies legit or are they going to upsell me hundreds of dollars in hidden fees?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are online duct cleaning coupons from local companies legit or are they going to upsell me hundreds of dollars in hidden fees?
2 real searches · 1 real-search pass
FTC duct cleaning scams coupon bait and switch hidden fees adviceGoogle ↗
OBSERVED
EPA should you have air ducts cleaned when necessary NADCA standards duct cleaning consumer adviceGoogle ↗
OBSERVED

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
FTC duct cleaning scams coupon bait and switch hidden fees advice Google ↗
EPA should you have air ducts cleaned when necessary NADCA standards duct cleaning consumer advice Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
FTC duct cleaning scams coupon bait and switch hidden fees advice
OBSERVED
Google ↗
AI Mode ↗
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of 1
EPA should you have air ducts cleaned when necessary NADCA standards duct cleaning consumer advice
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1