Real ChatGPT answer · index seed7gFH0Cih9F0completeHome services and improvement · solar panelshowto

How can I verify if the solar contractor I am talking to is giving me realistic production estimates or just inflating their numbers to make the quote look better?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How can I verify if the solar contractor I am talking to is giving me realistic production estimates or just inflating their numbers to make the quote look better?
2 real searches · 1 real-search pass
NREL PVWatts calculator documentation assumptions losses uncertainty annual production solar estimates consumer verify contractorGoogle ↗
OBSERVED
New York solar production estimate snow shading roof orientation NYSERDA homeowner solar contractor production estimateGoogle ↗
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
NREL PVWatts calculator documentation assumptions losses uncertainty annual production solar estimates consumer verify contractor Google ↗
New York solar production estimate snow shading roof orientation NYSERDA homeowner solar contractor production estimate Google ↗
  1. Open PVWatts Calculator · pvwatts.nrel.gov
  2. PVWatts Calculator · pvwatts.nlr.gov
  3. pvwatts.nlr.gov · pvwatts.nlr.gov
  4. SAM Photovoltaic Models - System Advisor Model · sam.nlr.gov
  5. Free detailed solar modeling software · sam.nlr.gov
  6. Free online production calculator · pvwatts.nlr.gov
  7. NY-Sun Program Manual · nyserda.ny.gov
  8. Resources for Contractors · nyserda.ny.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
NREL PVWatts calculator documentation assumptions losses uncertainty annual production solar estimates consumer verify contractor
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
New York solar production estimate snow shading roof orientation NYSERDA homeowner solar contractor production estimate
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1