Real ChatGPT answer · index seedlqQBAjxq4BscompleteEntertainment and media · board gamescommercial

Can you recommend a Chess opening moves guide that explains positional sacrifices in the Queen's Gambit Declined for intermediate club players looking to level up?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you recommend a Chess opening moves guide that explains positional sacrifices in the Queen's Gambit Declined for intermediate club players looking to level up?
2 real searches · 1 real-search pass
Queen's Gambit Declined book positional sacrifices intermediate club players guide move by move Neil McDonald reviewsGoogle ↗
OBSERVEDReason
Queen's Gambit Declined positional exchange sacrifice instructive games book course positional ideasGoogle ↗
OBSERVEDYes / no

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 (2)
Short factOther / navigationalComparisonConsequenceReason50%DefinitionInstructionYes / no50%

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Queen's Gambit Declined book positional sacrifices intermediate club players guide move by move Neil McDonald reviews Google ↗
Queen's Gambit Declined positional exchange sacrifice instructive games book course positional ideas Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Queen's Gambit Declined book positional sacrifices intermediate club players guide move by move Neil McDonald reviews
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Queen's Gambit Declined positional exchange sacrifice instructive games book course positional ideas
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1