Resources
Four libraries, written for the person who has to decide something: what the research actually measured, what the platforms actually allow, how the everyday work is done, and what the tools on the market cost.
They are free, they carry no form and they ask for nothing. We write them because the questions they answer are the ones agencies ask us, and because most of the pages that answer them online quote each other instead of the source.
How these pages are written
Every figure names its source and the day we read it. A number from a study carries the organisation behind it, the sample size and the publication date; a number about a vendor comes from that vendor's own page, never from somebody else's round-up.
Every rule is quoted from the policy that enforces it, not paraphrased. Where two platforms disagree, the pages say so instead of giving one answer.
The instructions are ours, and they are marked as ours, so nobody mistakes our advice for somebody else's finding.
Climbo is examined on the same terms as everyone else, and the pages say where it loses. The buyer's guides name no overall winner, because for a category of tools there isn't one.
Guides to the work that happens around reviews. Asking without breaking a rule you did not know existed, answering the ones that arrive, and putting them where they do some good. Every rule here is quoted from the policy page of the platform that enforces it, with the day we read it. Every instruction is ours, and is marked as ours.
What review gating is, and how to ask for reviews without itReview gating is screening customers for how they feel before deciding who gets asked for a public review. Google and Trustpilot both forbid a form of it, Yelp forbids asking at all, and the FTC rule reaches the incentive version. What the policies actually say, and how to ask everyone without drowning in one-star reviews. How to respond to reviews: what to say, when, and what you may not write89% of consumers expect a reply and half are put off by a templated one. What Google and Trustpilot allow you to write, which replies they delete, how long a reply takes to appear, and how to answer a one-star review without making it worse — every rule quoted from the policy that sets it. How to share customer reviews on social media, and what the rules allowGoogle says the review belongs to the customer and you need their consent. Trustpilot sells the right to display its stars and bans quotes out of context. The UK bans publishing reviews in a misleading way outright. What you may post, what has to travel with the quote, and why a widget will not get you stars in search. Fake and unfair reviews: what you can actually get removedGoogle removes only reviews that break its policies and says so twice. Trustpilot keeps any review that reflects a genuine experience, however unfair. What the published grounds for removal actually are, how to report a review so the report works, what to do about extortion, and what to do with the review that is staying up.The guides index: all 4 guides and how they are sourced
Figures on online reviews, local search, online reputation and how people now use AI assistants to choose a business.
Online review statisticsOnline review statistics for 2026, every figure traced back to the original study with its sample size and publication date. No recycled numbers. AI search statistics for local businessHow many people now use AI assistants to find a local business, how far they trust them and what they do next. Every figure traced to the original study. Local search statisticsWhere consumers begin a local business search, how many channels they use and on which device. Figures from the original surveys, with sample sizes. Fake reviews: the law and the publicWhat the US Federal Trade Commission rule actually bans about fake reviews and testimonials, and what consumers say should happen to businesses that use them. Review response statisticsWhat peer-reviewed research and consumer surveys say about replying to online reviews: the measured effect on ratings, volume and what customers expect. Reviews and revenueThe measured effect of a star rating on business revenue, from the study everyone quotes and almost nobody dates correctly.The statistics index: all 6 reports and how they are sourced
Each guide covers a category end to end: what every tool is for, what it costs, and the situation it genuinely wins. No overall winner, because there isn't one.
Best white label review management softwareEight platforms agencies resell under their own brand, each with the situation it is genuinely best for. Every figure read from the vendor's own page. Best AI visibility tools for agenciesTen tools that measure whether ChatGPT, Gemini, Perplexity and Google AI name your clients, each with the situation it is genuinely best for. Every figure read from the vendor's own page. Best review automation tools for agencies managing clientsTen tools that automate review collection for agencies with many clients, each with the situation it is genuinely best for, and what ten clients actually cost on each.The buyer's guides index: all 3 guides and how they are sourced
Comparisons written for agencies deciding what to resell. Every figure about another vendor comes from that vendor's own public page, with the date we read it.
GoHighLevel alternativesWhat GoHighLevel costs, who it fits, and when a narrower tool is the better answer. Prices read from the vendor's own page, with the date. Podium alternativesWhat Podium does, what it does not tell you about price, and when a tool built for agencies is the better answer. Vendasta alternativesVendasta's monthly minimum explained, what white-labelling actually costs there, and when a one-off tool fits better. Birdeye alternativesWhat Birdeye advertises, why its price is behind a form, and when an agency is better served by a tool built to be resold. EmbedMyReviews alternativesAn honest comparison with the closest tool to ours: what $99 a month buys, what you have to bring yourself, and when each one wins.The alternatives index: all 5 comparisons and how they are sourced