Real ChatGPT answer · index seedDBwrDomngXAcompleteReal estate · new constructionlocal

What should I look for in the HVAC engineering specs for a new 4000 square foot two-story commercial office building being built in Plymouth Meeting?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What should I look for in the HVAC engineering specs for a new 4000 square foot two-story commercial office building being built in Plymouth Meeting?
2 real searches · 1 real-search pass
Pennsylvania commercial building energy code 2026 IECC adopted code Montgomery County Plymouth Meeting mechanical HVAC requirementsGoogle ↗
OBSERVEDInstruction
Plymouth Meeting Pennsylvania building codes adopted mechanical code township HVAC commercial constructionGoogle ↗
OBSERVEDShort fact

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 (2)
Short fact50%Other / navigationalComparisonConsequenceReasonDefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Pennsylvania commercial building energy code 2026 IECC adopted code Montgomery County Plymouth Meeting mechanical HVAC requirements Google ↗
Plymouth Meeting Pennsylvania building codes adopted mechanical code township HVAC commercial construction Google ↗
  1. Pennsylvania · energycodes.gov
  2. 34 Pa. Code § 403.21. Uniform Construction Code. · pacodeandbulletin.gov
  3. PA Bulletin, Doc. No. 25-1602 · pacodeandbulletin.gov
  4. ARTICLE I: In General · ecode360.com
  5. ARTICLE I: In General · ecode360.com
  6. Plymouth Township official website · plymouthtownship.org

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Pennsylvania commercial building energy code 2026 IECC adopted code Montgomery County Plymouth Meeting mechanical HVAC requirements
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Plymouth Meeting Pennsylvania building codes adopted mechanical code township HVAC commercial construction
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1