Real ChatGPT answer · index seedoxBBJ8UuWA4completeEducation · coding bootcampscommercial

I need a comparison of career outcomes between Le Wagon and General Assembly for full stack development roles in major US tech hubs.

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

The searches the AI actually ran for this prompt.

SEED QUERY
I need a comparison of career outcomes between Le Wagon and General Assembly for full stack development roles in major US tech hubs.
4 real searches · 1 real-search pass
Le Wagon US outcomes employment report full stack web development 2024 2025 placement rate methodologyGoogle ↗
OBSERVEDReason
General Assembly outcomes report software engineering immersive employment rate 2024 2025 methodologyGoogle ↗
OBSERVEDReason
Le Wagon General Assembly software engineering bootcamp comparison US career outcomes reviews employer recognitionGoogle ↗
OBSERVEDComparison
US tech hubs junior full stack developer hiring market Seattle San Francisco NYC Austin 2025 2026Google ↗
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 (4)
Short factOther / navigational25%Comparison25%ConsequenceReason50%DefinitionInstructionYes / 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 US outcomes employment report full stack web development 2024 2025 placement rate methodology Google ↗
General Assembly outcomes report software engineering immersive employment rate 2024 2025 methodology Google ↗
Le Wagon General Assembly software engineering bootcamp comparison US career outcomes reviews employer recognition Google ↗
US tech hubs junior full stack developer hiring market Seattle San Francisco NYC Austin 2025 2026 Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Le Wagon US outcomes employment report full stack web development 2024 2025 placement rate methodology
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
General Assembly outcomes report software engineering immersive employment rate 2024 2025 methodology
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Le Wagon General Assembly software engineering bootcamp comparison US career outcomes reviews employer recognition
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
US tech hubs junior full stack developer hiring market Seattle San Francisco NYC Austin 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1