Real ChatGPT answer · index seedK8aoUj1ZKuEcompleteEducation · test prepcomparison

Give me the absolute cheapest way to prep for the IELTS speaking test using only free online resources compared to buying a prep course.

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Give me the absolute cheapest way to prep for the IELTS speaking test using only free online resources compared to buying a prep course.
2 real searches · 1 real-search pass
official IELTS speaking test preparation free sample tasks band descriptors speaking assessment criteria British Council IELTS speaking practice freeGoogle ↗
OBSERVED
IELTS speaking free preparation IELTS Liz IELTS Advantage free speaking lessonsGoogle ↗
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
official IELTS speaking test preparation free sample tasks band descriptors speaking assessment criteria British Council IELTS speaking practice free Google ↗
IELTS speaking free preparation IELTS Liz IELTS Advantage free speaking lessons Google ↗
  1. Official IELTS preparation resources · ielts.org
  2. Free British Council preparation · takeielts.britishcouncil.org
  3. IELTS Liz website · ieltsliz.com
  4. IELTS Advantage YouTube · youtube.com
  5. IELTS Simon website · ielts-simon.com
  6. IDP IELTS preparation · ielts.idp.com
  7. Free IELTS preparation course · ieltsforfree.com
  8. IELTS Assessment Criteria & Band Score Descriptors · takeielts.britishcouncil.org
  9. IELTS · ielts.org
  10. IELTS Academic Speaking Preparation – Test Format, Tips & Practice · takeielts.britishcouncil.org
  11. IELTS Speaking key assessment criteria · ielts.org

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
official IELTS speaking test preparation free sample tasks band descriptors speaking assessment criteria British Council IELTS speaking practice free
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
IELTS speaking free preparation IELTS Liz IELTS Advantage free speaking lessons
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1