Real ChatGPT answer · index seedxi81dRXyfCscompleteAutomotive · trucks and SUVslocal

What are the most common failure points in the transmission of a 2017 Ford F-150 ten speed unit and how much does a full rebuild cost?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the most common failure points in the transmission of a 2017 Ford F-150 ten speed unit and how much does a full rebuild cost?
3 real searches · 1 real-search pass
2017 Ford F-150 10R80 common problems CDF drum valve body solenoid TSBGoogle ↗
OBSERVEDReason
2017 Ford F-150 10 speed transmission rebuild cost 10R80 2025 2026Google ↗
OBSERVEDShort fact
Ford 10R80 transmission technical service bulletin 2017 F-150 harsh shifts CDF drumGoogle ↗
OBSERVEDReason

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 fact33%Other / navigationalComparisonConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
2017 Ford F-150 10R80 common problems CDF drum valve body solenoid TSB Google ↗
2017 Ford F-150 10 speed transmission rebuild cost 10R80 2025 2026 Google ↗
Ford 10R80 transmission technical service bulletin 2017 F-150 harsh shifts CDF drum Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2017 Ford F-150 10R80 common problems CDF drum valve body solenoid TSB
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2017 Ford F-150 10 speed transmission rebuild cost 10R80 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Ford 10R80 transmission technical service bulletin 2017 F-150 harsh shifts CDF drum
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1