Real ChatGPT answer · index seedFHqeFyFPy7kcompleteCareers and HR · interviewsinformational

What are the top things to look for when researching legit career coaching certifications so I don't waste my graduation money on a scam?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the top things to look for when researching legit career coaching certifications so I don't waste my graduation money on a scam?
3 real searches · 1 real-search pass
ICF accredited coaching education Level 1 Level 2 directory official requirements 2026Google ↗
OBSERVEDOther / navigational
NCDA Certified Career Services Provider CCSP GCDF official certification requirementsGoogle ↗
OBSERVEDInstruction
FTC vocational training certification scams accreditation claims consumer adviceGoogle ↗
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%ComparisonConsequenceReasonDefinitionInstruction33%Yes / no

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
ICF accredited coaching education Level 1 Level 2 directory official requirements 2026 Google ↗
NCDA Certified Career Services Provider CCSP GCDF official certification requirements Google ↗
FTC vocational training certification scams accreditation claims consumer advice Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ICF accredited coaching education Level 1 Level 2 directory official requirements 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
NCDA Certified Career Services Provider CCSP GCDF official certification requirements
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
FTC vocational training certification scams accreditation claims consumer advice
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1