Real ChatGPT answer · index seed7yx9WE13odscompleteAutomotive · trucks and SUVscomparison

Find me the absolute best studded winter tires for heavy mountain snow that fit a Jeep Grand Cherokee.

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Find me the absolute best studded winter tires for heavy mountain snow that fit a Jeep Grand Cherokee.
1 real search · 1 real-search pass
best studded winter tires SUV heavy mountain snow Nokian Hakkapeliitta 10 SUV Michelin X-Ice North 4 SUV Continental IceContact 3 SUV Jeep Grand Cherokee fitmentGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
best studded winter tires SUV heavy mountain snow Nokian Hakkapeliitta 10 SUV Michelin X-Ice North 4 SUV Continental IceContact 3 SUV Jeep Grand Cherokee fitment Google ↗
  1. See available sizes and pricing · nokiantires.com
  2. See Goodyear winter tires · goodyear.com
  3. See Michelin winter tires · michelinman.com
  4. See Continental tires · continental-tires.com
  5. The BEST Studded Tyres for 2025 · tyrereviews.com
  6. Charts - The BEST Studded Tires for 2025 · tire-reviews.com
  7. The BEST Studded Tires for 2025 · tire-reviews.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best studded winter tires SUV heavy mountain snow Nokian Hakkapeliitta 10 SUV Michelin X-Ice North 4 SUV Continental IceContact 3 SUV Jeep Grand Cherokee fitment
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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