Real ChatGPT answer · index seedY8U5npbbUskcompleteHome services and improvement · DIY projectscomparison

Which is more cost effective for repairing a cracked driveway, a DIY polyurethane sealant bead or hiring a local handyman for a quick afternoon patch?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which is more cost effective for repairing a cracked driveway, a DIY polyurethane sealant bead or hiring a local handyman for a quick afternoon patch?
1 real search · 1 real-search pass
2026 cost to repair driveway cracks handyman minimum service call polyurethane concrete crack sealant DIY costGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / 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
2026 cost to repair driveway cracks handyman minimum service call polyurethane concrete crack sealant DIY cost Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 cost to repair driveway cracks handyman minimum service call polyurethane concrete crack sealant DIY cost
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1