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November 2, 2026

What to Do About AI Search?

What to Do About AI Search: Build the Editorial Authority That Earns AI Mentions

The short answer: earn the kind of independent, credible coverage that makes AI platforms name you. Technical access, clean structure, and current content get your site into the conversation. Editorial authority decides whether ChatGPT, Perplexity, or Google’s AI Mode actually says your brand’s name when a customer asks who to call. Judge the work by leads, calls, and revenue. Treat every AI visibility report as a rough compass, never a scoreboard.

Why AI Mentions Now Decide Who Gets the Call

A person in Portland types a question into Google: who handles motorcycle crash claims after a wreck on Interstate 84? Two years ago she got ten links. Now she often gets a written answer first, with a few firms named inside it.

Those names are AI mentions. Sometimes they come with a linked citation, sometimes as a plain recommendation, sometimes as a passing reference. All three shape who gets the phone call.

The click data explains why this matters. The Pew Research Center tracked 900 U.S. adults and 68,879 Google searches in March 2025. Visitors clicked a traditional result in 8% of visits when an AI summary appeared, versus 15% when none did. Only about 1% of visits included a click on a link inside the summary itself.

So more of the decision now happens before anyone reaches your site. Ranking still counts. But AI visibility, meaning whether your brand shows up inside the answer, has become its own goal, and AI mentions are how it gets measured.

Google’s own AI products raise the stakes. AI Overviews started appearing above results in the United States in 2024, and AI Mode turns search into a back-and-forth conversation. ChatGPT from OpenAI, Perplexity, Microsoft Copilot, Google Gemini, and Anthropic’s Claude are now places where people shortlist vendors. A business that wins AI mentions in those answers gets considered. One that doesn’t may never learn it was in the running.

Hence the question, “What do you actually do about AI search?” Not everything. Mostly one thing, done well.

What the Research Says About Earning AI Mentions

One public study carries most of the weight here. Ahrefs, the SEO software company, analyzed 75,000 brands with its Brand Radar tool and used Spearman correlation to compare brand-level signals against how often each brand appeared in Google AI Overviews.

Signal Correlation with AI Overview brand mentions
Branded web mentions (linked or unlinked) 0.664
Branded anchors 0.527
Branded search volume 0.392
Domain Rating 0.326
Number of backlinks 0.218

Three things stand out. The three strongest AI mention signals all came from outside the brand’s own website, so they show what other sources say about a company rather than what the company says about itself.

Mentions beat backlinks by a wide margin. And the spread was brutal: brands in the top quartile for web mentions earned up to ten times more AI Overview mentions than the next quartile, while roughly 26% of brands studied had none at all.

Now the details, because they matter. These are correlations, not causations. The study covered Google AI Overviews, not every platform, and ChatGPT, Perplexity, and Gemini each retrieve information differently. Whiole there a several published related analyses pointing the same direction, there is no exact formula because every AI platform is unique in their assessments.

The reasonable short answer is simple, and it explains why AI mentions track reputation. Language models learn about companies from text. When trusted publications, professional bodies, reviewers, and named experts keep describing your business in a consistent way, AI systems have more reason to know you exist and more material to describe you accurately.

What Editorial Authority Actually Means

Editorial authority is the engine behind AI mentions: credibility other people confer on you. You cannot declare it on your own website.

It shows up as newspaper and trade coverage, expert quotes in articles written by journalists, citations of your original data, profiles in professional associations, steady reviews on Google Business Profile, and appearances at conferences and on podcasts.

Google’s E-E-A-T framework, short for experience, expertise, authoritativeness, and trustworthiness, sits close to this idea. Google’s Search Quality Rater Guidelines tell human evaluators to look at who made a page and what independent sources say about them. Google has said E-E-A-T is not a single ranking factor. Still, the principle carries straight over to generative search: trust is built from verifiable expertise and reputation.

Why it ranks above the other readiness work comes down to control. You can fix a robots.txt file this afternoon. You cannot order a respected editor to cover you. That difficulty is exactly what makes it hard to fake, and valuable once earned.

A Hypothetical: How a Portland Injury Firm Could Go From Invisible to Named

Picture a three-lawyer personal injury practice near downtown. Its site is fine. It ranks on page one for a few neighborhood searches. Ask ChatGPT or Perplexity for motorcycle crash attorneys locally though, and the firm never appears. Its AI visibility is zero.

The audit finds the cause quickly. Directory listings call the firm a general practice. The founding partner has no author page. Nothing outside its own site mentions its motorcycle work.

Over six months the firm fixes its listings, publishes a plain-language analysis of the crash claims it has handled (with client details removed and the method explained), and offers the lead attorney as a source to The Oregonian and Willamette Week reporters covering road safety. The Oregon State Bar profile gets updated too.

None of it is flashy. But six months later, its AI visibility has started to climb: the firm is cited in two local articles, its bio is consistent across eight sites, and its research is quoted by a safety nonprofit. Those are the raw materials of AI mentions. This is an illustration of the method, not a documented result, and no firm can promise a particular outcome. Platforms change, and so do their answers.

Check the Technical Basics Before You Pitch Anyone

Nobody mentions what they cannot find. Before spending a dollar on outreach, confirm four things.

Bot access. Open your robots.txt file and look for rules blocking OAI-SearchBot, PerplexityBot, ClaudeBot, or Googlebot. These crawlers do different jobs; GPTBot, for example, is associated with model training, while OAI-SearchBot supports ChatGPT search. Decide on each deliberately instead of blocking everything out of caution. Then hunt for stray noindex tags, bad canonicals, firewall rules that stop legitimate bots, and key content that only appears after heavy JavaScript runs. Google Search Console will tell you fast whether important pages are indexed.

Machine readability. Give every page one clear job. Use descriptive headings and plain language. Add accurate Schema.org markup for Organization, LocalBusiness, Person, Article, and Service, matching what visitors can actually see. Keep your name, address, services, and leadership identical across your site, LinkedIn, and listings.

Freshness. Show honest publication and modified dates. Update pages when facts change, and don’t just swap a date stamp.

Measurement. Set up Google Analytics and Search Console, and define conversions up front: calls, forms, booked consultations, purchases.

Skip this, and AI mentions will stay out of reach however good your PR is. Then get to the work that moves them.

Seven Moves That Build Editorial Authority

1. Pick a lane and describe it the same way everywhere

AI systems associate brands with topics. A firm that claims everything gets named for nothing.

A Portland personal injury practice might own motorcycle claims and wrongful death. A regional agency might own local SEO and AI search measurement. Choose two or three subjects where you have real case history or client results, then use the same wording on your site, your bios, and every profile you control.

This choice drives everything below, including which AI mentions you can realistically win. It tells you which reporters to pitch, which data to collect, and which directories deserve your time.

2. Publish research other people want to quote

Original data is the most reliable magnet for AI mentions. Most articles recycle the same few statistics, so a fresh dataset gives writers something new to cite, and every citation adds to your AI visibility.

Formats that work: an annual survey of customers or peers; anonymized internal data on response times, pricing, or seasonal patterns; benchmarks across regions; a detailed case study with a transparent method.

The Ahrefs study proves the point. It is specific, methodical, and quotable, and Search Engine Land and countless agencies have cited it. State your sample size, collection dates, and limits plainly. Editors trust work that admits its weaknesses. Give the research a stable page with a short summary of findings, and add Dataset or Article schema.

3. Go after earned media, selectively

A single feature in a respected trade publication does more for AI mentions than fifty placements on junk sites. Relevance beats volume.

List the outlets your customers already read. In Portland that might mean The Oregonian, the Portland Business Journal, Willamette Week, local TV newsrooms, and the Oregon State Bar’s publications for legal topics. Add trade publications, university departments, and niche podcasts.

Then bring something useful:

  • Quick expert commentary when news breaks in your field
  • Findings from your own research
  • Contributed articles with real substance and no sales copy

Editors spot recycled pitches in seconds. Purchased or templated placements add almost nothing, and search engines have long penalized manipulative link schemes. Anything built to manufacture AI mentions invites the same trouble.

4. Put named experts in front of the public

Journalists quote people, not logos. Give them someone with a name, a credential, and an opinion.

Publish full biographies with licensing, years of practice, and memberships. Mark them up with Person schema and link to verifiable profiles, such as an Oregon State Bar listing or LinkedIn. Attribute every substantial article to a real author. In law, health, and finance, name the reviewer too. Keep a media page with short bios, headshots, topics each expert can discuss, and a direct phone number.

Credentials have to be true and checkable. A made-up title costs more than it earns. Quoted experts are where many AI mentions begin, and they are the cheapest AI visibility you will ever build.

5. Show up where AI systems already look

Pew’s analysis of Google AI summaries found Wikipedia, YouTube, and Reddit among the frequently linked sources, alongside government and news sites. Studies of AI citations elsewhere describe a similar reliance on reference and community platforms.

Don’t flood forums or edit encyclopedias to promote yourself. Wikipedia deletes that sort of thing, and Reddit communities smell it instantly. Be present and honest instead, because that is the only way AI mentions from these sources hold up. Collect genuine reviews. Let staff with real expertise answer questions and say who they work for. Post explainers and interviews on YouTube, where transcripts give models more text about you. Fill out reference profiles such as Crunchbase only where the platform’s own rules allow it.

6. Make your story match everywhere

Say your website calls you a construction injury firm. Three directories call you a general practice law firm. AI systems get a muddy picture and may describe you wrongly, or skip you.

Audit your listings: Google Business Profile, Bing Places, Apple Business Connect, industry directories, association profiles, the Better Business Bureau, event pages, partner sites. Fix errors at the source. Where you own the profile, use one name, one category, one service list, and one short description. Consistency is the cheapest form of AI visibility, and it keeps AI mentions pointed at the right company.

7. Earn mentions through relationships

Some of the best references come from local neighbors, not pitches. Sponsor the local Street Fair, speak at a business breakfast, partner with a complementary firm. Each one can generate a mention on an event page, in a recap, in a newsletter.

Teach. Support. Show up. Mentions that grow out of contribution tend to be relevant, consistent, and long-lasting, and those are the ones that hold your AI visibility steady when platforms change.

Where to Start If You Have Limited Time

Short on hours? Sequence the work.

First, a technical audit: crawler access, indexing, and server responses. A day or two, usually.

Second, clarity. Rewrite your top service pages so each one has a single purpose, then align your profiles.

Third, a freshness pass on pages that drive leads.

Fourth, and this is the long one, authority. Start the research project, build the media list, and pitch every month. Skip nothing in the first three steps, but do not wait for perfection there before beginning the fourth, because editorial work takes the longest to pay off. Each month of delay is a month of lost AI mentions and slower AI visibility growth.

Measuring AI Mentions and AI Visibility Without Fooling Yourself

AI answers shift by platform, prompt, location, personalization, and the day you ask. So many variables that influence AI mention outcomes, so be consistent in your processes. Read every AI visibility number as direction, and every AI mentions count as a snapshot, not an absolute. A good month can follow a bad one with nothing changed on your end.

Business outcomes come first. Track calls, forms, consultations, and purchases through Google Analytics, your CRM, and call tracking. Add “How did you hear about us?” to intake forms with an option for AI assistants.

Brand demand comes second. In Search Console, watch branded impressions and clicks. Ahrefs found branded search volume correlated with AI Overview mentions too, so a rise often follows growing exposure.

Third, mentions themselves. Count new referring domains, expert quotes, and unlinked brand mentions. Ahrefs Brand Radar, Semrush, Mention, and Google Alerts all help.

Fourth, direct testing. Choose 20 to 50 realistic customer questions. Each month, ask them in Google AI Overviews, AI Mode, ChatGPT, Perplexity, and Gemini. Log whether your brand appears, how it is described, which sources get cited, and which competitors show up. Note factual errors and correct them where they originate.

Two traps to avoid. One prompt result is not a ranking. And AI referral traffic is usually small and hard to attribute, even when AI mentions are quietly pushing people toward branded searches and phone calls.

Common Mistakes That Undermine AI Mentions

Most threats to AI mentions are self-inflicted.

  • Publishing more instead of better. Piles of generic posts rarely draw independent references.
  • Treating AI search as separate from SEO. Google remains a major discovery channel, and crawlability, quality, and reputation help both.
  • Blocking every AI crawler without a plan. Some blocks are legitimate. Accidental ones cost you discovery.
  • Buying mentions. Paid or manufactured placements carry policy and reputation risk and rarely give credible context.
  • Ignoring accuracy. Old pricing, retired services, and stale credentials spread across third-party sites and surface in AI answers.
  • Leaning on tracking tools. An AI visibility score is not revenue.
  • Quitting at month two. Authority accumulates slowly, and results trail the work.

Frequently Asked Questions About AI Mentions

What are AI mentions? They are moments when an AI search or chat tool names, recommends, or cites your brand in a generated answer, whether in Google AI Overviews, AI Mode, ChatGPT, Perplexity, Gemini, or Copilot.

Do backlinks still matter? Yes. Ahrefs found backlinks still correlate positively with AI visibility, just far more weakly than branded web mentions, so a balanced plan values both.

Is AI visibility the same thing as SEO? Mostly. Crawlability, helpful content, and reputation serve both, but AI systems appear to weight how widely and consistently a brand is discussed across the web.

Can a small business earn AI mentions? Yes. Pick a narrow topic or neighborhood, publish useful local data, win coverage from regional outlets and associations, and keep profiles and reviews accurate.

How long does it take? Expect months. Profile corrections and technical fixes can show effects sooner, while earned media and research build over time.

Should I block AI crawlers? Only if you have a specific reason. Blocking training-focused crawlers can be a legitimate choice, but blocking search-oriented bots may reduce your AI visibility.

Are AI visibility tools worth paying for? Sometimes, once the basics are fixed. They give directional data on AI mentions and competitors, but they cannot replace lead and revenue tracking.

Does schema get me cited? No, schema does not guarantee citation. It helps systems interpret your content, so use it accurately as one piece of the whole.

Be Worth Mentioning

AI search rewards what has always built durable businesses: real expertise, usefulness, consistency, and a reputation people repeat.

Start by letting systems reach your information. Make it clear and current. Then spend steadily on research, credible experts, relevant coverage, and matching profiles. Measure by qualified leads and revenue, and read AI visibility data as direction, not victory.

Brands that earn AI mentions through genuine expertise keep their AI visibility as platforms change, and every new AI mentions report they pull will look better for it. The rest chase the latest feature.

Sources:

  • Pew Research Center, “Google users are less likely to click on links when an AI summary appears in the results” (July 2025): https://www.pewresearch.org/short-reads/2025/07/22/google-users-are-less-likely-to-click-on-links-when-an-ai-summary-appears-in-the-results/
  • Ahrefs, “An Analysis of AI Overview Brand Visibility Factors (75K Brands Studied)”: https://ahrefs.com/blog/ai-overview-brand-correlation/
  • Google Search Central, Search Quality Rater Guidelines and E-E-A-T guidance: https://developers.google.com/search

Author

  • scott

    COO | Founder - Sydekar.com

    With over 29 years of experience in online lead generation and 15 years specializing in legal marketing, Scott Shockney is a recognized digital marketing strategist who transforms online visibility into measurable business results.


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