Real ChatGPT answer · index seedOxHCdbC1bGQcompleteFinance and banking · retirement accountslocal

What is the process for signing up my LLC for a Betterment for Business automated retirement plan and what are the setup costs?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the process for signing up my LLC for a Betterment for Business automated retirement plan and what are the setup costs?
2 real searches · 1 real-search pass
Betterment at Work pricing setup fees small business 401(k) LLC eligibility onboarding 2026Google ↗
OBSERVEDOther / navigational
Betterment for Business automated retirement plan LLC setup process pricing fees employer 401(k) 2026Google ↗
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 / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / 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
Betterment at Work pricing setup fees small business 401(k) LLC eligibility onboarding 2026 Google ↗
Betterment for Business automated retirement plan LLC setup process pricing fees employer 401(k) 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Betterment at Work pricing setup fees small business 401(k) LLC eligibility onboarding 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Betterment for Business automated retirement plan LLC setup process pricing fees employer 401(k) 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1