Real ChatGPT answer · index seedUe2JrfbXwY0completeEducation · financial aid and scholarshipscomparison

Compare corporate scholarship programs managed by community foundations versus private family foundations to see which offers better tax advantages for my business.

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare corporate scholarship programs managed by community foundations versus private family foundations to see which offers better tax advantages for my business.
3 real searches · 1 real-search pass
IRS 2026 corporate charitable contribution deduction 1% floor 10% limit OBBBA section 170 corporationsGoogle ↗
OBSERVEDReason
IRS scholarship grants private foundation procedures advance approval 4945 community foundation scholarship programGoogle ↗
OBSERVEDInstruction
IRS charitable contributions corporations private foundations community foundations donor advised funds tax deduction businessGoogle ↗
OBSERVEDReason

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 (3)
Short factOther / navigationalComparisonConsequenceReason67%DefinitionInstruction33%Yes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
IRS 2026 corporate charitable contribution deduction 1% floor 10% limit OBBBA section 170 corporations Google ↗
IRS scholarship grants private foundation procedures advance approval 4945 community foundation scholarship program Google ↗
IRS charitable contributions corporations private foundations community foundations donor advised funds tax deduction business Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS 2026 corporate charitable contribution deduction 1% floor 10% limit OBBBA section 170 corporations
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
IRS scholarship grants private foundation procedures advance approval 4945 community foundation scholarship program
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
IRS charitable contributions corporations private foundations community foundations donor advised funds tax deduction business
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1