Real ChatGPT answer · index seedPm7aK0Gu20EcompleteLegal · intellectual propertycommercial

I need a cost breakdown of hiring a freelance IP consultant versus a traditional firm to audit my small business software source code.

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

The searches the AI actually ran for this prompt.

SEED QUERY
I need a cost breakdown of hiring a freelance IP consultant versus a traditional firm to audit my small business software source code.
2 real searches · 1 real-search pass
2026 US software source code audit pricing open source license audit cost consultant law firm hourly rates intellectual property attorneyGoogle ↗
OBSERVEDReason
software intellectual property audit source code ownership open source compliance audit pricing law firmGoogle ↗
OBSERVEDComparison

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 / navigationalComparison50%ConsequenceReason50%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
2026 US software source code audit pricing open source license audit cost consultant law firm hourly rates intellectual property attorney Google ↗
software intellectual property audit source code ownership open source compliance audit pricing law firm Google ↗
  1. Open-Source Checkup · scitechlawfirm.com
  2. Open Source Software | Services · kirkland.com
  3. IP Audit Checklist · intellectual-property-helpdesk.ec.europa.eu
  4. OSS Compliance Counseling · scitechlawfirm.com
  5. Intellectual Property Pricing · getezlaw.com
  6. How Much Does an IP Lawyer Cost? (2026) · outsideipcounsel.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 US software source code audit pricing open source license audit cost consultant law firm hourly rates intellectual property attorney
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
software intellectual property audit source code ownership open source compliance audit pricing law firm
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1