Real ChatGPT answer · index seedUaV6DiBjfk4completeLegal · business lawinformational

How much does it typically cost in state filing fees to set up a multi-member LLC in Texas if we are bootstrapping with student loans?

ChatGPTgpt-63 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
How much does it typically cost in state filing fees to set up a multi-member LLC in Texas if we are bootstrapping with student loans?
3 real searches · 1 real-search pass
Texas Secretary of State LLC certificate of formation filing fee 300 2026 Form 205 officialGoogle ↗
OBSERVEDDefinition
Texas Comptroller LLC franchise tax no tax due threshold 2026 public information report annual officialGoogle ↗
OBSERVEDReason
Federal student loan funds use starting a business permitted cost of attendance officialGoogle ↗
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 (3)
Short factOther / navigationalComparison33%ConsequenceReason33%Definition33%InstructionYes / 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
Texas Secretary of State LLC certificate of formation filing fee 300 2026 Form 205 official Google ↗
Texas Comptroller LLC franchise tax no tax due threshold 2026 public information report annual official Google ↗
Federal student loan funds use starting a business permitted cost of attendance official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Texas Secretary of State LLC certificate of formation filing fee 300 2026 Form 205 official
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1
Texas Comptroller LLC franchise tax no tax due threshold 2026 public information report annual official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Federal student loan funds use starting a business permitted cost of attendance official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1