Real ChatGPT answer · index seedIIaySD3sRuscompleteCareers and HR · workplace benefitscommercial

how do empower retirement account management tools stack up against competitors for businesses with under twenty employees

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
how do empower retirement account management tools stack up against competitors for businesses with under twenty employees
2 real searches · 1 real-search pass
Empower small business 401(k) plan employer portal participant account management tools under 20 employees competitors Guideline Human Interest Vestwell Betterment 401kGoogle ↗
OBSERVEDComparison
Empower retirement small business 401k features payroll integration pricing employer dashboard participant app officialGoogle ↗
OBSERVEDOther / navigational

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
Empower small business 401(k) plan employer portal participant account management tools under 20 employees competitors Guideline Human Interest Vestwell Betterment 401k Google ↗
Empower retirement small business 401k features payroll integration pricing employer dashboard participant app official Google ↗
  1. Small and growing businesses · empower.com
  2. Empower Retirement · local1.empower-retirement.com
  3. Simplify your retirement admin · local-www.empower-retirement.com
  4. Human Interest Pricing · humaninterest.com
  5. The 401(k) Built for Employers | Human Interest · humaninterest.com
  6. 401(k) Plans | Betterment at Work · betterment.com
  7. Payroll Integrations · betterment.com
  8. Betterment at Work | Financial Wellness Benefits · betterment.com
  9. Small Business 401(k) Plans & Savings · vestwell.com
  10. Retirement Plan Comparison for Employers · vestwell.com
  11. Small business retirement plans · empower.com
  12. Betterment at Work · betterment.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Empower small business 401(k) plan employer portal participant account management tools under 20 employees competitors Guideline Human Interest Vestwell Betterment 401k
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Empower retirement small business 401k features payroll integration pricing employer dashboard participant app official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1