Real ChatGPT answer · index seedHCpjYsKyxK8completeEducation · tutoringcommercial

Which platforms offer the best value for money when paying for tutoring focused specifically on earning EdX online course certificates in STEM subjects?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which platforms offer the best value for money when paying for tutoring focused specifically on earning EdX online course certificates in STEM subjects?
3 real searches · 1 real-search pass
edX online course certificate pricing tutoring platforms STEM tutor rates 2026Google ↗
OBSERVEDComparison
online tutoring platforms STEM tutors pricing Wyzant Preply Superprof Varsity Tutors 2026Google ↗
OBSERVEDOther / navigational
edX tutoring help STEM courses certificate tutoring policies academic integrity officialGoogle ↗
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 (3)
Short factOther / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
edX online course certificate pricing tutoring platforms STEM tutor rates 2026 Google ↗
online tutoring platforms STEM tutors pricing Wyzant Preply Superprof Varsity Tutors 2026 Google ↗
edX tutoring help STEM courses certificate tutoring policies academic integrity official Google ↗
  1. What does it cost to take a course? · support.edx.org
  2. How edX works · edx.org
  3. The Top Tutoring Websites in the US: Superprof Tutoring & More · superprof.com
  4. What is the service fee? · support.wyzant.com
  5. Find the Best Online Tutors | Share a Virtual Whiteboard · wyzant.com
  6. Student Payment Policies · support.wyzant.com
  7. Wyzant · wyzant.com
  8. Superprof · superprof.com
  9. How much does it cost? · help.tutorocean.com
  10. How much can I earn and what are the fees? · help.tutorocean.com
  11. TutorOcean · tutorocean.com
  12. Best math tutoring apps: 10 top picks · preply.com
  13. 7 best math homework help websites · preply.com
  14. Preply · preply.com
  15. Learn More · tutor.com
  16. Tutor.com · tutor.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
edX online course certificate pricing tutoring platforms STEM tutor rates 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
online tutoring platforms STEM tutors pricing Wyzant Preply Superprof Varsity Tutors 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
edX tutoring help STEM courses certificate tutoring policies academic integrity official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1