Real ChatGPT answer · index seedwxkvLE5x8JIcompleteLegal · intellectual propertycommercial

Which intellectual property firms have the highest success rates for overcoming Section 2d refusals during the trademark registration process.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which intellectual property firms have the highest success rates for overcoming Section 2d refusals during the trademark registration process.
3 real searches · 1 real-search pass
U.S. trademark law firms Section 2(d) refusal TTAB reversal success rate law firm statisticsGoogle ↗
OBSERVEDReason
trademark prosecution law firm likelihood of confusion Section 2(d) appeals TTAB notable firmsGoogle ↗
OBSERVEDReason
USPTO TTAB annual statistics ex parte appeals likelihood of confusion Section 2(d) decisionsGoogle ↗
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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
U.S. trademark law firms Section 2(d) refusal TTAB reversal success rate law firm statistics Google ↗
trademark prosecution law firm likelihood of confusion Section 2(d) appeals TTAB notable firms Google ↗
USPTO TTAB annual statistics ex parte appeals likelihood of confusion Section 2(d) decisions Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
U.S. trademark law firms Section 2(d) refusal TTAB reversal success rate law firm statistics
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
trademark prosecution law firm likelihood of confusion Section 2(d) appeals TTAB notable firms
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
USPTO TTAB annual statistics ex parte appeals likelihood of confusion Section 2(d) decisions
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1