Local SEO Lab: Original Research & Experiments

Insights & Research

Original research on AI search, Google Business Profile optimization, review strategy, and local SEO—based on real data, not recycled advice.

AI Mode

How to Use AI Mode's Follow-Up Questions to Create Non-Commodity Local Service Content

AI Mode's follow-up questions reveal exactly what Google thinks users want to know next. Use these signals to create local service content that stands apart from generic competitor pages.

September 20269 min read
AI Mode

The Worst Photo of Your Business Could Be Everywhere

AI systems are pulling and redistributing business photos across platforms—including the unflattering ones. Here is why visual brand control matters more than ever in the age of AI-powered search.

August 20266 min read
Google Business Profile

Why Does Changing Your Google Business Profile Address Break Your Rankings?

Address changes on your GBP can tank local rankings overnight. Understand the signals Google recalculates when your NAP data shifts and how to minimize ranking disruption during a move.

August 20268 min read
Google Business Profile

Stop Obsessing Over GBP Rankings: Why Your Google Business Profile Is Built for Conversions, Not Just Traffic

Ranking #1 in the local pack means nothing if your profile does not convert. Shift your GBP strategy from visibility-only metrics to the conversion signals that actually drive revenue.

July 20268 min read
AI Mode

Is Google's AI Mismanaging Your Local Brand Story?

Google's AI is now writing summaries and descriptions of local businesses—and getting them wrong. Learn how AI-generated brand narratives can misrepresent your business and what you can do about it.

July 20267 min read
Local SEO

Google Intelligence and What that Means for Local SEO

Google Intelligence is reshaping how local results are generated, moving from keyword matching to entity understanding. Here's what local businesses need to adapt to stay visible.

June 202610 min read
Ask Maps

How to Optimize for Ask Maps: A Guide to Google's New Conversational Search

Google's Ask Maps lets users search for local businesses using natural language questions. This guide breaks down how conversational local search works and how to optimize your presence for it.

June 202611 min read
Reviews

Why Are My Google Reviews Disappearing? What Businesses Need to Know About Google's New Review Policies and Algorithm Updates

Google has tightened its review filtering algorithms and updated its policies in 2026. If your reviews are vanishing, these are the most likely causes—and what you can do to protect your review count.

May 20269 min read
AI Mode

Star Ratings Are for Humans: AI Reads the Text

AI search systems ignore star ratings and analyze the actual text of your reviews. The words your customers use now determine how AI represents your business in search results.

March 20267 min read
Local SEO

Stop Chasing the Local 3-Pack, Start Building an Entity That Ranks Beyond it

The local 3-pack is not the only game in town. Businesses that build strong entity signals rank in AI Overviews, knowledge panels, and organic results—expanding visibility far beyond the map.

February 20269 min read
AI Mode

AI Answers Are Shockingly Easy to Manipulate for Local SEO

Our tests show that AI-generated local search answers can be influenced by structured content, review language, and entity signals. Here is what we found and what it means for your strategy.

January 20268 min read
Reviews

The Death of Using Reviews to Rank and the Rise of Chunked Business Content

Review volume and ratings are losing their ranking power. Google is shifting toward chunked, structured business content as the primary signal for local search relevance.

January 20268 min read
Local SEO

2025 Changed Everything in Local Search: Key Takeaways From Google's Restaurant Influencer Event and the Road Ahead for 2026

Google's invite-only restaurant influencer event revealed major shifts in how local search will work in 2026. Here are the key takeaways and what they mean for multi-location businesses.

December 202512 min read
Reviews

Review Blocks From Google Are Becoming More Common! Here's What's Actually Happening

More businesses are reporting that Google has blocked them from receiving new reviews. We break down why review blocks happen, how long they last, and what steps to take if it happens to you.

November 20257 min read
Local SEO

From SEO to GEO: Why AI Search Rewards Consensus Over Keywords

Generative Engine Optimization (GEO) is replacing traditional SEO tactics. AI search engines reward businesses with consistent, consensus-driven information across the web—not keyword density.

November 202510 min read
Google Business Profile

Google's Expanding Featured Posts: Big Visibility Boost for Restaurants and Bars

Google is giving featured posts more real estate in local results for restaurants and bars. Learn how to use this expanded feature to capture attention and drive foot traffic.

October 20256 min read
Local SEO

Ranking in Local SEO: The One Signal Google Trusts Most

After analyzing hundreds of local search results, one signal consistently outweighs all others for local rankings. It is not reviews, not links, and not content—it is proximity combined with entity authority.

October 20258 min read
Google Business Profile

Add, Remove & Edit Booking or Ordering Links on Google Business Profile | 2025 Guide

A step-by-step walkthrough for managing booking and ordering links on your Google Business Profile. Covers the 2025 interface changes, common errors, and provider-specific setup instructions.

June 20256 min read
Reviews

Google's Gemini AI Is Flagging Fake Reviews—Is Your Business at Risk?

Google's Gemini AI is now actively detecting and removing fake reviews at scale. Businesses that relied on purchased or incentivized reviews are seeing mass removals—here is how to protect yourself.

June 20257 min read
YouTube

What YouTube's Product Team Told Me About Shorts & Local SEO—And What It Means for Multi-Location Brands

Inside insights from YouTube's product team on how Shorts are being integrated into local search results. Multi-location brands that invest in short-form video now will have a major competitive edge.

June 20259 min read
Google Business Profile

Mastering Search Rankings For Restaurants: Top 11 Ranking Factors for Your GBP

The 11 most impactful GBP ranking factors for restaurants, based on analysis of hundreds of local search results. From menu items to photo frequency, these are the signals that move the needle.

June 202514 min read
Google Business Profile

Essential Business Documents Google Requires to Restore Your Business Profile

If your Google Business Profile has been suspended, you will need specific documents to get it reinstated. This guide covers exactly what Google requires and how to prepare your reinstatement appeal.

June 20257 min read
Google Business Profile

Boost Your Rankings with Menu Items, Menu Highlights, Reviews, and Photos

Menu items, highlights, reviews, and photos are four GBP features that work together to boost restaurant rankings. Learn how to optimize each one for maximum local search visibility.

June 20258 min read
Local SEO

Google's Popular Times Graph: An Unexpected Boost in Search Rankings

Businesses with active Popular Times data are ranking higher in local results. Google's foot traffic signals are becoming a stronger ranking factor—here is how to leverage this for your locations.

May 20256 min read
Reviews

Expert Strategies for Removing Google Reviews: A Step-by-Step Guide

A practical, step-by-step guide to getting illegitimate Google reviews removed. Covers flagging, appeals, legal options, and the timeline you should expect for each removal method.

May 202510 min read
Google Business Profile

The Complete Guide to Google Business Profile Video Verification

Google now requires video verification for many new and updated business profiles. This complete guide walks you through the process, common rejection reasons, and tips to pass on the first attempt.

June 20258 min read
Google Business Profile

Getting Started with Booking Links | Ordering Links on Your GBP

Everything you need to know about setting up booking and ordering links on your Google Business Profile. From choosing providers to troubleshooting common issues with link activation.

June 20255 min read

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