Real ChatGPT answer · index seedNcHA43uAPIMcompleteCareers and HR · layoffs and severancecomparison

Comparing resume writing services that optimize for applicant tracking systems versus networking heavy LinkedIn profile overhauls for older workers.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Comparing resume writing services that optimize for applicant tracking systems versus networking heavy LinkedIn profile overhauls for older workers.
3 real searches · 1 real-search pass
best resume writing services ATS optimization older workers executive resume LinkedIn profile overhaul networking services 2026Google ↗
OBSERVEDComparison
older workers age discrimination job search LinkedIn networking resume ATS research AARP 2025 2026Google ↗
OBSERVEDReason
Reddit experiences resume writing services LinkedIn profile optimization networking older job seekersGoogle ↗
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 / navigational33%Comparison33%ConsequenceReason33%DefinitionInstructionYes / 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
best resume writing services ATS optimization older workers executive resume LinkedIn profile overhaul networking services 2026 Google ↗
older workers age discrimination job search LinkedIn networking resume ATS research AARP 2025 2026 Google ↗
Reddit experiences resume writing services LinkedIn profile optimization networking older job seekers Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best resume writing services ATS optimization older workers executive resume LinkedIn profile overhaul networking services 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
older workers age discrimination job search LinkedIn networking resume ATS research AARP 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Reddit experiences resume writing services LinkedIn profile optimization networking older job seekers
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1