Real ChatGPT answer · index seedRkBQ7bGmxGkcompleteLegal · intellectual propertybrand

How should we restructure our corporate intellectual property holding company to maximize tax efficiency while ring-fencing our core patent portfolio from litigation risk?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How should we restructure our corporate intellectual property holding company to maximize tax efficiency while ring-fencing our core patent portfolio from litigation risk?
2 real searches · 1 real-search pass
IRS section 482 controlled transactions intangible property arm's length regulations 2026 IP licensing transfer pricingGoogle ↗
OBSERVEDReason
USPTO patent assignment recordation ownership patent assignments official guidanceGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
IRS section 482 controlled transactions intangible property arm's length regulations 2026 IP licensing transfer pricing Google ↗
USPTO patent assignment recordation ownership patent assignments official guidance Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS section 482 controlled transactions intangible property arm's length regulations 2026 IP licensing transfer pricing
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
USPTO patent assignment recordation ownership patent assignments official guidance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1