What is the cheapest way to access the edX microcontroller programming syllabus materials and pay for the verified certificate
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the cheapest way to access the edX microcontroller programming syllabus materials and pay for the verified certificate
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
edX Microcontroller Programming course verified certificate price 2026 Google ↗
edX "Microcontroller Programming" syllabus verified certificate price audit Google ↗
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Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
edX Microcontroller Programming course verified certificate price 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
edX "Microcontroller Programming" syllabus verified certificate price audit OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |