Local Search Intent Classification: A Practical Framework
Local search intent decides whether a query triggers the local pack or returns organic results without it. A query that signals an urgent need for a nearby business returns a...
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Local search intent decides whether a query triggers the local pack or returns organic results without it. A query that signals an urgent need for a nearby business returns a...
The Google local 3-pack is the block of three business listings that appears above standard organic results for searches with local intent. Most users tap a result inside the 3-pack...
Categories decide which local searches a business shows up in. Most owners pick a primary category once during setup and never revisit it. That decision shapes which competitors the business...
Google's local pack runs spam filters that remove policy-violating profiles before the ranking algorithm even sees them. The filters target keyword-stuffed business names, fake reviews, duplicate listings, fabricated addresses, and...
A plumber operating from a home office and a restaurant operating from a busy street corner use the same Google Business Profile system, but they're playing different ranking games. The...
A Google Business Profile post is a short, time-bounded piece of content that appears on the profile in search results and Google Maps. Most profiles publish posts inconsistently or not...
Review schema markup is the structured data that tells Google and other search engines about ratings and reviews on a page. Done correctly, review schema produces star ratings in search...
The Google search results page for most local queries shows two distinct ranking systems stacked on top of each other. The local pack (the map block with three business listings)...
Google Business Profile Q&A is the public question-and-answer field on a profile where anyone with a Google account is free to post a question and anyone is free to answer...
The Google Business Profile category configuration sets which queries a business is eligible for. Attributes, services, and products fill in what the business offers within that eligibility. The three fields...