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Reviews and AI search, explained plainly

Guides for e-commerce store owners on getting more reviews, responding to the bad ones, and showing up when shoppers ask an AI assistant what to buy.

Latest articles

Guides 6 min read

Will You Lose Your Google Reviews When You Rebrand? What Survives a Name Change, a New Domain, and a New Owner

What happens to your Google reviews when you rename the business, launch a new website, move, or sell. A plain scenario table plus what to do in each case.

AI Search 6 min read

Do Facebook Reviews Matter in 2026? What AI Assistants Actually Read Before Recommending a Business

Whether Facebook reviews still pull their weight for a local business, and a hedged look at which review sources AI assistants appear to read before naming you.

Guides 6 min read

Google Reviews Disappeared? How to Tell a Bug From a Removal, and How to Get Reviews Back (Updated for 2026)

A calm troubleshooting guide for missing Google reviews, with a bug-versus-removal check, what the July 2026 incidents were, and how to report a wrong removal.

Reviews 5 min read

The Best Review Apps for Shopify Stores in 2026

An honest look at Judge.me, Loox, Okendo, Yotpo, and Stamped: what each is known for, rough pricing, and where they stop covering your reputation.

AI Search 5 min read

The Best AI Visibility Tools in 2026 (And Which Local Businesses Actually Need One)

A plain comparison of Profound, Peec AI, Otterly, Scrunch, and HubSpot's free grader, plus why most small local businesses can skip a paid tool for now.

Guides 5 min read

How to Get More Google Reviews for Your Local Business

Practical tactics for getting more Google reviews for a local business, from timing the ask to after-job texts and emails that hold up under Google policy.

AI Search 5 min read

How to Get Your Business Recommended by ChatGPT in 2026

Hedged steps for showing up when a customer asks ChatGPT to recommend a local business: crawlability, structured data, reviews, and third-party mentions.

Guides 5 min read

How to Respond to Negative Reviews for Your Local Business

A structure for replying to negative reviews, example responses that work and ones that backfire, and when a reply should escalate offline.

Reviews 4 min read

Google Seller Ratings Explained: How Online Stores Qualify in 2026

What Google's own documentation says about seller ratings eligibility, where they display, and why the exact review threshold is not a fixed public number.

Guides 5 min read

Google vs Facebook vs Bing Reviews for Local Business

Where each review platform actually surfaces to customers, how the three differ, and which one to prioritize based on your business type.

Policies 4 min read

Are Incentivized Reviews Allowed? Google, Facebook, and Bing Policies in 2026

A direct, sourced answer per platform on paying or incentivizing customers for reviews, what each policy actually bans, and what is allowed instead.

AI Search 5 min read

How AI Assistants Choose Which Businesses to Recommend

A look at how tools like ChatGPT, Copilot, and Perplexity appear to weigh reviews, citations, and structured data when naming a business.

Reviews 5 min read

What Review Counts Tell Customers About a Local Business

How customers read review count, recency, and rating shape when deciding whether a local business is trustworthy enough to hire.