Real ChatGPT answer · index seedGyeltHbxjFIcompleteMarketing and advertising · local marketinginformational
How much time and money does it take to properly optimize a local contractor website for voice search assistants like Siri and Alexa?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much time and money does it take to properly optimize a local contractor website for voice search assistants like Siri and Alexa?
1 real search · 1 real-search pass
2026 voice search optimization local SEO contractor website schema markup Google Business Profile Siri Alexa recommendations pricingGoogle ↗
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 (1)
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 voice search optimization local SEO contractor website schema markup Google Business Profile Siri Alexa recommendations pricing Google ↗
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