Real ChatGPT answer · index seedwuTkmMJUqN0completeFinance and banking · cryptocurrencycommercial

Which automated market maker platforms currently offer the best yield optimization strategies for Uniswap v3 concentrated liquidity range managers?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which automated market maker platforms currently offer the best yield optimization strategies for Uniswap v3 concentrated liquidity range managers?
2 real searches · 1 real-search pass
Uniswap v3 liquidity management vaults automated range strategies Arrakis Gamma Revert DefiEdge current 2026Google ↗
OBSERVED
best Uniswap v3 concentrated liquidity automation range management yield optimization protocols Arrakis Gamma Revert DefiEdge Ichi 2026Google ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Uniswap v3 liquidity management vaults automated range strategies Arrakis Gamma Revert DefiEdge current 2026 Google ↗
best Uniswap v3 concentrated liquidity automation range management yield optimization protocols Arrakis Gamma Revert DefiEdge Ichi 2026 Google ↗
  1. Arrakis Finance · arrakis.finance
  2. Documentation · docs.arrakis.finance
  3. Strategies · resources.arrakis.fi
  4. Arrakis Modular · docs.arrakis.finance
  5. Arrakis Modular Protocol TVL, Revenue, & Fees · defillama.com
  6. Steer Protocol · steer.finance
  7. Documentation · docs.steer.finance
  8. Smart Pools · docs.steer.finance
  9. Creating Strategies for Smart Pools · docs.steer.finance
  10. Gamma · gamma.xyz
  11. Documentation · docs.gamma.xyz
  12. Gamma · ketjuresearch.com
  13. A Deep Dive of Uniswap's Governance · uniswap.proposals.app
  14. Range Protocol · app.rangeprotocol.com
  15. Overview · range-protocol.gitbook.io
  16. Revert Finance · revert.exchange
  17. Documentation · docs.revert.finance
  18. Create Position · docs.revert.finance
  19. Fees · developers.uniswap.org
  20. Liquidity Overview · developers.uniswap.org

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Uniswap v3 liquidity management vaults automated range strategies Arrakis Gamma Revert DefiEdge current 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
best Uniswap v3 concentrated liquidity automation range management yield optimization protocols Arrakis Gamma Revert DefiEdge Ichi 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1