Real ChatGPT answer · index seedAjLUccET5H8completeHome services and improvement · HVACcomparison

Comparing IAQ technologies like REME HALO LED and iWave R air purifiers for reducing dust in our customer service call center.

ChatGPTgpt-67 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Comparing IAQ technologies like REME HALO LED and iWave R air purifiers for reducing dust in our customer service call center.
7 real searches · 1 real-search pass
REME HALO LED official technical specifications dust particles filtration ionization ozoneGoogle ↗
OBSERVEDReason
iWave-R official technical specifications dust particles ionization ozone HVACGoogle ↗
OBSERVEDReason
independent evidence bipolar ionization air cleaners particulate matter dust ASHRAE CDC EPAGoogle ↗
OBSERVEDReason
EPA air cleaners and air filters in the home particle removal HEPA ionizers bipolar ionization evidence ozoneGoogle ↗
OBSERVEDReason
ASHRAE position document airborne infectious aerosols bipolar ionization filtration particle removalGoogle ↗
OBSERVEDInstruction
REME HALO LED technical data sheet ionization particulate reduction ozoneGoogle ↗
OBSERVEDOther / navigational
Nu-Calgon iWave-R installation instructions bipolar ionization particulate dust ozoneGoogle ↗
OBSERVEDInstruction

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.

ChatGPT real searches (7)
Short factOther / navigational14%ComparisonConsequenceReason57%DefinitionInstruction29%Yes / no

Classes come from the query-classifier (a local Laya model). 6 of 7 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT7 real searches · gpt-6
REME HALO LED official technical specifications dust particles filtration ionization ozone Google ↗
iWave-R official technical specifications dust particles ionization ozone HVAC Google ↗
independent evidence bipolar ionization air cleaners particulate matter dust ASHRAE CDC EPA Google ↗
EPA air cleaners and air filters in the home particle removal HEPA ionizers bipolar ionization evidence ozone Google ↗
ASHRAE position document airborne infectious aerosols bipolar ionization filtration particle removal Google ↗
REME HALO LED technical data sheet ionization particulate reduction ozone Google ↗
Nu-Calgon iWave-R installation instructions bipolar ionization particulate dust ozone Google ↗

Semantic map

Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.

Colour
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +

Queries

7 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
REME HALO LED official technical specifications dust particles filtration ionization ozone
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
iWave-R official technical specifications dust particles ionization ozone HVAC
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
independent evidence bipolar ionization air cleaners particulate matter dust ASHRAE CDC EPA
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
EPA air cleaners and air filters in the home particle removal HEPA ionizers bipolar ionization evidence ozone
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
ASHRAE position document airborne infectious aerosols bipolar ionization filtration particle removal
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
REME HALO LED technical data sheet ionization particulate reduction ozone
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Nu-Calgon iWave-R installation instructions bipolar ionization particulate dust ozone
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1