Does checking my rate with LightStream for a kitchen remodel trigger a hard credit inquiry right away, or is it just a soft pull?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Does checking my rate with LightStream for a kitchen remodel trigger a hard credit inquiry right away, or is it just a soft pull?
1 real search · 1 real-search pass
LightStream check rate prequalification soft credit inquiry hard inquiry when apply officialGoogle ↗
OBSERVED
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.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
LightStream check rate prequalification soft credit inquiry hard inquiry when apply official Google ↗
- FAQ · lightstream.com
- LightStream Personal Loan Review · lendingtree.com
- Frequently Asked Questions · credible.com
- LightStream Personal Loans Review (September 2026) · credible.com