Real ChatGPT answer · index seedxV16Wfr8nnQcompleteEducationcommercial

What do parent forums say about the quality of instruction and job placement outcomes for locksmith training programs in Texas?

ChatGPTgpt-63 queries1h ago
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do parent forums say about the quality of instruction and job placement outcomes for locksmith training programs in Texas?
3 real searches · 1 real-search pass
Texas locksmith training program reviews forum job placement locksmith school Texas Reddit locksmith training courseGoogle ↗
OBSERVEDComparison
site:reddit.com locksmith school Texas training job placementGoogle ↗
OBSERVEDOther / navigational
Texas locksmith training schools placement rate reviews locksmith forumsGoogle ↗
OBSERVEDComparison

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 fact: wants a specific short fact: a number, date, name, place, priceShort factChatGPT real searches · Short fact: 0 of 3 queries (0%)Other / navigational: a site, brand, product, person or place with no question behind itOther / navigationalChatGPT real searches · Other / navigational: 1 of 3 queries (33%)33%Comparison: compares options or asks for the best / top / cheapestComparisonChatGPT real searches · Comparison: 2 of 3 queries (67%)67%Consequence: what happens as a result: effects, outcomesConsequenceChatGPT real searches · Consequence: 0 of 3 queries (0%)Reason: why something happens or what causes itReasonChatGPT real searches · Reason: 0 of 3 queries (0%)Definition: what something is or what a term meansDefinitionChatGPT real searches · Definition: 0 of 3 queries (0%)Instruction: how to do something: steps, a tutorial, a fixInstructionChatGPT real searches · Instruction: 0 of 3 queries (0%)Yes / no: a yes-or-no questionYes / noChatGPT real searches · Yes / no: 0 of 3 queries (0%)

Classes come from the query-classifier (a local Laya model). 3 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
Texas locksmith training program reviews forum job placement locksmith school Texas Reddit locksmith training course Google ↗
site:reddit.com locksmith school Texas training job placement Google ↗
Texas locksmith training schools placement rate reviews locksmith forums Google ↗
3 cited sources
  1. ALOA official website · www.aloa.org
  2. Association website · www.texaslocksmiths.org
  3. Penn Foster website · www.pennfoster.edu

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Texas locksmith training program reviews forum job placement locksmith school Texas Reddit locksmith training course
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
site:reddit.com locksmith school Texas training job placement
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Texas locksmith training schools placement rate reviews locksmith forums
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
What do parent forums say about the quality of instruction and job… — Query fan-out · queryfanout.com