Real ChatGPT answer · index seedHq0j4hdFfMIcompleteFinance and banking · cryptocurrencyinformational
Which altcoins show the strongest developer activity and total value locked to justify adding them to my portfolio this quarter?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which altcoins show the strongest developer activity and total value locked to justify adding them to my portfolio this quarter?
3 real searches · 1 real-search pass
2026 crypto developer activity rankings active developers ecosystems Electric Capital latest 2026Google ↗
OBSERVEDOther / navigational
2026 DeFi TVL blockchain rankings October 2026 DefiLlama Ethereum Solana Tron BNB ChainGoogle ↗
OBSERVEDComparison
2026 altcoin developer activity TVL comparison ecosystems October 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 (3)
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
2026 crypto developer activity rankings active developers ecosystems Electric Capital latest 2026 Google ↗
2026 DeFi TVL blockchain rankings October 2026 DefiLlama Ethereum Solana Tron BNB Chain Google ↗
2026 altcoin developer activity TVL comparison ecosystems October 2026 Google ↗
- Developer Report: Analysis of Open-Source Crypto Developers by Electric Capital · developerreport.com
- Crypto Developer Activity Rankings [2026] · chainspect.app
- Chain Rankings by TVL - DeFi Analytics · defillama.com
- DeFi Chain TVL Rankings: Recorded Value by Blockchain · coindesk.cc
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 crypto developer activity rankings active developers ecosystems Electric Capital latest 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
2026 DeFi TVL blockchain rankings October 2026 DefiLlama Ethereum Solana Tron BNB Chain OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 altcoin developer activity TVL comparison ecosystems October 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |