Real ChatGPT answer · index seedhtwaBykHv6kcompleteCareers and HR · career changecommercial

Could you analyze the top-rated LinkedIn profile optimization services for older job seekers wanting to attract recruiters in the software development space?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Could you analyze the top-rated LinkedIn profile optimization services for older job seekers wanting to attract recruiters in the software development space?
3 real searches · 1 real-search pass
best rated LinkedIn profile writing optimization services reviews 2026 TopResume Find My Profession LinkedIn profile writers software engineerGoogle ↗
OBSERVEDComparison
LinkedIn profile writing services reviews pricing ratings 2026 executive career writersGoogle ↗
OBSERVEDComparison
LinkedIn profile optimization older workers age bias resume profile advice experienced software engineers recruitersGoogle ↗
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%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
best rated LinkedIn profile writing optimization services reviews 2026 TopResume Find My Profession LinkedIn profile writers software engineer Google ↗
LinkedIn profile writing services reviews pricing ratings 2026 executive career writers Google ↗
LinkedIn profile optimization older workers age bias resume profile advice experienced software engineers recruiters Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best rated LinkedIn profile writing optimization services reviews 2026 TopResume Find My Profession LinkedIn profile writers software engineer
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
LinkedIn profile writing services reviews pricing ratings 2026 executive career writers
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
LinkedIn profile optimization older workers age bias resume profile advice experienced software engineers recruiters
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1