Real ChatGPT answer · index seedhnbaJQhCFtscompleteMarketing and advertising · SEOinformational

What budget do I need to allocate for local service ads in a competitive metropolitan area to see a positive ROI for my electrical contracting business?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What budget do I need to allocate for local service ads in a competitive metropolitan area to see a positive ROI for my electrical contracting business?
2 real searches · 1 real-search pass
Google Local Services Ads electricians cost per lead average 2025 metropolitan markets budget recommendationsGoogle ↗
OBSERVEDReason
Google Local Services Ads budget weekly max charged per lead electrical contractor official help budget leadsGoogle ↗
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 (2)
Short factOther / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / no

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
Google Local Services Ads electricians cost per lead average 2025 metropolitan markets budget recommendations Google ↗
Google Local Services Ads budget weekly max charged per lead electrical contractor official help budget leads Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Local Services Ads electricians cost per lead average 2025 metropolitan markets budget recommendations
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google Local Services Ads budget weekly max charged per lead electrical contractor official help budget leads
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1