Real ChatGPT answer · index seed1TkQO2v7WiEcompleteEducation · coding bootcampsinformational

I am trying to compare the true total costs of Le Wagon versus Lambda School, including any hidden fees or equipment charges I need to know about.

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I am trying to compare the true total costs of Le Wagon versus Lambda School, including any hidden fees or equipment charges I need to know about.
4 real searches · 1 real-search pass
Le Wagon tuition pricing 2026 refund fees laptop requirementsGoogle ↗
OBSERVEDOther / navigational
Lambda School BloomTech current tuition pricing 2026 fees laptop equipmentGoogle ↗
OBSERVEDShort fact
Le Wagon bootcamp tuition 2026 pricing fees equipment costs officialGoogle ↗
OBSERVEDShort fact
Lambda School BloomTech tuition 2026 pricing fees equipment costs officialGoogle ↗
OBSERVEDShort fact

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)
Short fact75%Other / navigational25%ComparisonConsequenceReasonDefinitionInstructionYes / no

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
Le Wagon tuition pricing 2026 refund fees laptop requirements Google ↗
Lambda School BloomTech current tuition pricing 2026 fees laptop equipment Google ↗
Le Wagon bootcamp tuition 2026 pricing fees equipment costs official Google ↗
Lambda School BloomTech tuition 2026 pricing fees equipment costs official Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Le Wagon tuition pricing 2026 refund fees laptop requirements
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Lambda School BloomTech current tuition pricing 2026 fees laptop equipment
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Le Wagon bootcamp tuition 2026 pricing fees equipment costs official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Lambda School BloomTech tuition 2026 pricing fees equipment costs official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1