Real ChatGPT answer · index seedhj7Yh5ihAJYcompleteCareers and HR · hiring and recruitingcomparison

How do ICIMS and Lever ATS platforms differ in how they rank PDF resumes submitted by recent college graduates without internship experience?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do ICIMS and Lever ATS platforms differ in how they rank PDF resumes submitted by recent college graduates without internship experience?
3 real searches · 1 real-search pass
iCIMS ATS resume parsing candidate matching ranking AI talent cloud official documentationGoogle ↗
OBSERVEDOther / navigational
Lever ATS resume parsing candidate ranking matching skills official documentationGoogle ↗
OBSERVEDComparison
iCIMS vs Lever ATS candidate ranking resume screening how employers configureGoogle ↗
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 factOther / navigational33%Comparison67%ConsequenceReasonDefinitionInstructionYes / 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
iCIMS ATS resume parsing candidate matching ranking AI talent cloud official documentation Google ↗
Lever ATS resume parsing candidate ranking matching skills official documentation Google ↗
iCIMS vs Lever ATS candidate ranking resume screening how employers configure Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
iCIMS ATS resume parsing candidate matching ranking AI talent cloud official documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Lever ATS resume parsing candidate ranking matching skills official documentation
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
iCIMS vs Lever ATS candidate ranking resume screening how employers configure
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1