Expert reputation management guides, review platform updates, and case studies from the team behind 15,000+ business reputations.
A plain-English guide to review sentiment analysis - how it works, what it measures, and how to turn raw customer feedback into decisions that actually move revenue.
A practical review playbook for plumbing businesses - where customers actually look, what they trust, and how to build a steady flow of fresh five-star feedback without begging.
What actually gets cited in Perplexity answers in 2026, and how to structure content, reviews, and metadata to earn a mention.
What the latest data says about how real buyers use online reviews before they click, call, or buy - and how to use it.
The exact removal paths that work on Trustpilot in 2026 - what evidence moves the case and what to do when the platform says no.
What Perplexity shipped in 2025-2026, how citations changed, and what businesses should do to earn mentions in AI answers.
Reputation is no longer soft data. In 2026 it is the single most predictive number for whether a business grows or stalls. Here are the statistics that matter, and what to do about each one.
A cleaning business is a trust business. In 2026, every prospect checks your reviews before they let you into their home. Here is how to make that first check the reason they book.
A tenth of a star sounds like nothing. In our data, it is worth between 4 and 11 percent of annual revenue for the average local business. Here is why, and how to capture it.
I have watched three business owners spend six figures on defamation suits that went nowhere, and one client win a settlement that changed her life. The difference was almost never the law. It was the strategy.
I have audited over 400 local businesses in the last three years. The ones that broke into the Map Pack all fixed the same seven things first, in roughly the same order.
Electricians have the highest ticket sizes in home services and the shortest attention span from customers. This is the review system that fills your calendar without burning out your techs.
I spent the last year working with 34 painting contractors on their review programs. The ones who doubled their leads did four things differently, and none of them cost more than a coffee.
ChatGPT does not rank the way Google ranks. It picks a handful of sources and quotes them. Here is what actually gets a page cited, based on 180 audits and a lot of failed experiments.
G2 quietly shipped the biggest review platform update in five years. Verified reviewer thresholds tripled, badge criteria shifted from volume to velocity, and buyer intent scoring now weighs recency. Here is the vendor playbook that is working in Q4 2026.
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