What are the best alternatives to Duolingo for someone who needs to pass a formal English proficiency exam for a graduate program in the US next semester?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best alternatives to Duolingo for someone who needs to pass a formal English proficiency exam for a graduate program in the US next semester?
4 real searches · 1 real-search pass
best official TOEFL preparation resources ETS TestReady 2026 graduate admissionsGoogle ↗
OBSERVEDComparison
official IELTS preparation resources IELTS Ready Premium British Council 2026Google ↗
OBSERVEDInstruction
best English proficiency exam preparation platforms Magoosh E2 IELTS TOEFL official coursesGoogle ↗
OBSERVEDComparison
US graduate universities English proficiency requirements TOEFL IELTS PTE Duolingo acceptance policiesGoogle ↗
OBSERVEDInstruction
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
best official TOEFL preparation resources ETS TestReady 2026 graduate admissions Google ↗
official IELTS preparation resources IELTS Ready Premium British Council 2026 Google ↗
best English proficiency exam preparation platforms Magoosh E2 IELTS TOEFL official courses Google ↗
US graduate universities English proficiency requirements TOEFL IELTS PTE Duolingo acceptance policies Google ↗
- ETS TOEFL preparation · ets.org
- Test Preparation for the TOEFL iBT Test · in.ets.org
- IELTS Ready · learnenglish.britishcouncil.org
- IELTS Test Preparation and Practice Materials · takeielts.britishcouncil.org
- Magoosh · magoosh.com
- E2 Test Prep · e2language.com
- Write & Improve · writeandimprove.com
- Official TOEFL website · ets.org
- Official IELTS website · ielts.org
- Official PTE website · pearsonpte.com
- International Applicants · grad.illinois.edu
- English Language Proficiency · grad.ucsd.edu
- English Language Proficiency Requirement | UH Graduate School · uh.edu
- Explore lessons · bbc.co.uk
- Explore lessons · ed.ted.com
- Writing resources · owl.purdue.edu
- Explore Anki · apps.ankiweb.net
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best official TOEFL preparation resources ETS TestReady 2026 graduate admissions OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
official IELTS preparation resources IELTS Ready Premium British Council 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
best English proficiency exam preparation platforms Magoosh E2 IELTS TOEFL official courses OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
US graduate universities English proficiency requirements TOEFL IELTS PTE Duolingo acceptance policies OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |