Real ChatGPT answer · index seedAJHB1FMiqCscompleteCareers and HR · job searchcommercial

What are the best resources to learn how to negotiate a signing bonus for my very first full-time software engineering job?

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best resources to learn how to negotiate a signing bonus for my very first full-time software engineering job?
4 real searches · 1 real-search pass
best resources negotiate job offer signing bonus new graduate software engineer negotiation guide university career centerGoogle ↗
OBSERVEDComparison
Levels.fyi salary negotiation guide signing bonus entry level software engineerGoogle ↗
OBSERVEDComparison
Ask a Manager negotiate job offer signing bonus scriptGoogle ↗
OBSERVEDConsequence
Harvard Program on Negotiation job offer negotiation resources salary negotiationGoogle ↗
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 (4)
Short factOther / navigationalComparison75%Consequence25%ReasonDefinitionInstructionYes / 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
best resources negotiate job offer signing bonus new graduate software engineer negotiation guide university career center Google ↗
Levels.fyi salary negotiation guide signing bonus entry level software engineer Google ↗
Ask a Manager negotiate job offer signing bonus script Google ↗
Harvard Program on Negotiation job offer negotiation resources salary negotiation Google ↗
  1. Explore Levels.fyi · levels.fyi
  2. Blind · teamblind.com
  3. Ask a Manager · askamanager.org
  4. YouTube: New-grad offer negotiations · youtube.com

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best resources negotiate job offer signing bonus new graduate software engineer negotiation guide university career center
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Levels.fyi salary negotiation guide signing bonus entry level software engineer
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Ask a Manager negotiate job offer signing bonus script
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Harvard Program on Negotiation job offer negotiation resources salary negotiation
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1