Real ChatGPT answer · index seedfoXPyyqm8y8completeFinance and banking · investing and brokeragescommercial

What are the best free alternatives to morningstar for analyzing mutual fund overlap and keeping my investment costs down

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best free alternatives to morningstar for analyzing mutual fund overlap and keeping my investment costs down
2 real searches · 1 real-search pass
free mutual fund portfolio overlap analyzer alternatives Morningstar X-Ray tools 2026Google ↗
OBSERVEDComparison
free portfolio fee analyzer expense ratio mutual funds overlap tool ETF mutual fund holdings overlapGoogle ↗
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
free mutual fund portfolio overlap analyzer alternatives Morningstar X-Ray tools 2026 Google ↗
free portfolio fee analyzer expense ratio mutual funds overlap tool ETF mutual fund holdings overlap Google ↗
  1. Free Morningstar Portfolio X-Ray alternative · unwrap.fund
  2. Stock Intersection | Help · morningstar.com
  3. Try Unwrap.Fund · unwrap.fund
  4. ETF overlap & look-through tools compared · unwrap.fund
  5. Try OpenBell · openbell.net
  6. Try Overlap Monitor · overlapmonitor.com
  7. Pricing · overlapmonitor.com
  8. Visit Stock Analysis · stockanalysis.com
  9. Visit Portfolio Visualizer · portfoliovisualizer.com
  10. Best Morningstar alternatives: free and paid tools (2026) · stokterminal.com
  11. Try ETF Trace · etftrace.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
free mutual fund portfolio overlap analyzer alternatives Morningstar X-Ray tools 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
free portfolio fee analyzer expense ratio mutual funds overlap tool ETF mutual fund holdings overlap
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1