How To Audit Whether AI Recommends Your Brand

The volumes will be small, so avoid drawing conclusions from a handful of sessions and let it accumulate over a quarter or two. Also compare against your branded organic traffic rather than all organic, since branded search is closer in intent and makes for a fairer comparison.

The Referral Growth Figure Is Weaker A widely shared statistic reporting several hundred percent growth in assistant referrals is worth handling more carefully still. Traced back, it rests on a sample of nineteen analytics properties.

Search traffic includes everybody at every stage, including a large volume of people gathering background information with no intention of buying anything. Assistant referrals skip most of that, because the informational portion was satisfied before the click.

A simple system beats a campaign. Ask every satisfied customer, at the point where they have just been satisfied rather than a month later. Make it one click. Respond to everything, briefly and without defensiveness.

A page asking how much something costs that says pricing depends on your requirements has answered nothing, and it will not be cited because there is nothing to cite. A range with the variables named is a real answer and gets quoted.

Decide What the Result Means Four outcomes, each pointing somewhere different. Absent everywhere with a clean robots file and no third party listings usually means an identity and coverage problem. Absent with a blocked crawler or an empty non-JavaScript page means a mechanical problem, which is the good news outcome because it is cheap.

Nineteen properties can show a real trend and cannot support a confident statement about the market. When that number is repeated without its sample size, as it usually is, it stops being evidence and becomes a slogan.

Do this yourself at least once even if you intend to hire somebody. Reading twenty raw answers about your own market teaches you more about this channel in half an hour than any proposal will, and it makes you a considerably harder client to mislead. You will recognise immediately whether an ai seo agency's baseline resembles what you found.

It is also worth checking whether you are being confused with somebody else rather than ignored. Short names, generic names and names that begin with a number collide with other organisations more often than distinctive ones. Where that is happening, the answer will contain facts that are true about a different company, which reads as a hallucination and is usually an identity collision with a specific fixable cause.

Those recurring domains are the pages your category's answers are being built from. Visit each one, look for yourself, and note whether you are absent, listed with stale details, or filed under the wrong category. That list is your task list, and you did not have to guess at it.

Real questions are messy, specific and frequently uncomfortable. They ask about price, about limitations, about whether you can handle a particular awkward situation. That specificity is exactly what makes an answer quotable, because it matches the shape of a real query rather than a generic one.

This claim circulates constantly and it is usually presented with more confidence than the evidence supports. It is also probably directionally true, for reasons that are structural rather than mysterious.

It is also worth being clear with yourself about what would make you stop. Businesses rarely cancel marketing programmes because the results are bad, they cancel them because attention moved elsewhere, which means good programmes get dropped and poor ones survive on inertia. Writing down the review date and the criteria at the start is a small discipline that mostly protects you from your own future distraction.

Two caveats belong next to that number every time it is used. Opollo sells services in this space, so it is vendor research and interested. And business to business brands are not representative of retail, local services or consumer products.

Two asking who to hire or buy from for the thing you sell. Two describing the problem your product solves without naming the category. Two comparing named competitors. Two asking about a specific situation your best customers are in. One asking directly who your company is. One asking whether your company is any good.

You asked it to recommend a supplier in your category. It named four companies, two of which you consider inferior to yours, and one you had never heard of. Your name did not come up, and it did not come up on the follow up question either.

Your Pages Contain Nothing Quotable Look at your homepage and count the sentences that could be lifted, attributed to you and remain true and useful out of context. On most brand sites the count is close to zero, because the copy is written to persuade rather than to inform.

How to Use This Honestly in a Business Case Do not build a return calculation on a borrowed conversion rate. Applying somebody else's percentage to an estimated mention volume produces a confident looking number resting on two guesses, and it will not survive the first person who asks where the inputs came from.