What is AI visibility?

AI visibility is the practice of structuring your business's digital presence so that AI tools like ChatGPT, Perplexity, Gemini, and Claude pull your name, credentials, and expertise when someone asks a relevant question. It is distinct from traditional SEO and requires its own strategy.

How quickly do clients see results with Cited Co?

Most clients see measurable improvements within 60 days. Living with Lolo went from a 42% baseline AI visibility score to 65% in three months, with first-place positioning on 23 of 48 tracked queries.

What types of businesses does Cited Co work with?

Cited Co works exclusively with service businesses where reputation drives purchasing decisions: interior designers, med spas, luxury real estate agents, mortgage brokers, attorneys, and financial advisors across the United States.

How does Cited Co measure AI visibility?

Cited Co runs eight to ten targeted queries per client across ChatGPT, Perplexity, Gemini, and Claude every month, scoring each result and reporting month-over-month change so clients see exactly what is moving.

What does Cited Co charge?

Cited Co charges one flat monthly retainer with no project fees, no hourly billing, and no contracts. Clients can cancel anytime. Every new client receives a free AI visibility snapshot before making any commitment.

Google AI Mode and Local Search: Why Your Local Pack Ranking Is Only Half the Picture

Item: Cited Co
Rating: 5
Author: Lauren Lerner

A 2026 study found that 28.5% of businesses ranking in Google’s Local Pack are completely invisible in Google AI Mode for the same searches. That means more than one in four local businesses showing up in traditional map results simply does not exist in the AI-generated answers that are increasingly the first thing people see. If you have invested in local SEO and feel confident about your Google rankings, this gap is likely affecting you right now without your knowing it.

Cited Co is an AI visibility agency based in Scottsdale, Arizona. We work with service businesses to close exactly this gap, making sure they appear in both the traditional local results and the AI-generated answers that are reshaping how people find businesses.

What Is Google AI Mode and Why Does It Matter for Local Businesses

Google AI Mode is an AI-generated response layer built into Google Search. When someone searches for a local service, such as “best interior designer in Scottsdale” or “reliable plumber near me,” AI Mode produces a narrative recommendation near the top of the results page. That recommendation may name specific businesses, describe what they do, and explain why they are worth considering. It appears before the traditional Local Pack map results and before any organic listings.

The people seeing AI Mode responses are not a niche group. Forty-five percent of consumers used AI tools for local business recommendations in 2026, up from just six percent in January 2025. That growth means AI Mode is not a future concern. It is influencing purchase decisions today, and that share is only growing.

The Gap Is Bigger Than Most Business Owners Realize

The study that surfaced this issue found a 28.5% gap between Local Pack visibility and AI Mode visibility for identical searches. When the researchers narrowed the comparison to only the top three results in each format, the overlap dropped to just 48%. That means for many local searches, more than half of the top-three AI Mode results are businesses that do not appear in the Local Pack at all, and vice versa.

The two systems are drawing from different signals to decide who to recommend. A business can be doing everything right for traditional local SEO and still be missing entirely from AI Mode responses. The reverse is also true: some businesses with strong AI visibility signals appear in AI Mode without ever ranking in the Local Pack. Most business owners and most marketing agencies are tracking only one of these two formats. They pull a Local Pack ranking report, see their business in the top three, and assume visibility is handled. The AI Mode half of the picture remains unmeasured and unoptimized.

Why Local Pack Rankings Do Not Transfer to AI Mode

Local Pack rankings are primarily driven by Google Business Profile signals, proximity to the searcher, review recency and volume, and on-page relevance signals from your website. These factors tell Google’s map-based ranking system where to place your listing relative to competitors.

AI Mode uses a different set of inputs. It draws from structured data on your website, the consistency of your business name, address, and phone number across the broader web, and the presence of authoritative content that directly answers the questions people are asking. It also evaluates entity signals: whether AI systems can recognize your business as a distinct, well-defined, trustworthy entity.

Semrush data from 2026 found that businesses with NAP inconsistencies across three or more citation sources are excluded from Google AI Mode local answers 74% of the time. A single outdated address on Yelp, a mismatched phone number on a directory listing, or a business name that varies slightly between your website and your Google Business Profile can break the confidence AI Mode needs to cite you.

What AI Mode Is Actually Looking For

AI Mode builds a picture of your business from multiple sources and evaluates how clear and consistent that picture is. A business with complete, well-structured schema markup on its website gives AI systems explicit, machine-readable data about what the business is, where it operates, who runs it, and what it offers. A business without schema relies on AI systems to infer all of that from unstructured content, which leads to uncertainty and omission.

Beyond schema, AI Mode responds to content that directly and clearly answers the questions people are searching. A service page that names a specific service, explains who it is for, describes what the process looks like, and answers common questions gives AI Mode exactly the kind of structured, attributable content it needs to generate a confident recommendation. Vague, generic descriptions produce weak or no citations.

The third element is external consistency. Your business needs to appear the same way across your website, your Google Business Profile, your social profiles, and major directory listings. In the context of AI Mode, citation health is not just a ranking factor. It determines whether AI systems can confidently identify your business as a trustworthy entity worth naming.

Cited Co’s AI visibility services are built around exactly these three inputs: schema optimization, GEO-optimized content, and citation signal building. You can see how it works or read the Living with Lolo case study to see what this looks like in practice for a Scottsdale-based service business.

What This Means for Your Business Right Now

If you have been tracking Local Pack rankings but not AI Mode visibility, you are measuring half the picture. The two formats require parallel, separate optimization tracks. Time and budget spent only on traditional local SEO will not automatically produce AI Mode visibility, and the reverse is also true.

The practical starting point is an audit of where your business currently stands in both formats. That means checking your Local Pack rankings against your actual AI Mode citation status for your most important search queries, auditing your schema markup for completeness, and reviewing your NAP consistency across the web. From there, the gaps become clear and fixable.

The businesses that move on this now have a real advantage. AI Mode is still relatively new as a local discovery channel, and most local businesses have not yet optimized for it. The window for early positioning is open, but it will not stay that way indefinitely.

Not sure where your business stands? Request a free AI visibility snapshot and find out exactly where you appear in both Local Pack and AI Mode for your key searches.

Frequently Asked Questions About Google AI Mode and Local Search

What is Google AI Mode and how does it affect local businesses?

Google AI Mode is an AI-generated response layer within Google Search that produces narrative recommendations for local queries. For searches like “best [service] near me,” AI Mode names specific businesses near the top of the results page, before the traditional map results appear. A 2026 study found that 28.5% of businesses ranking in the Local Pack are completely invisible in AI Mode for the same searches, meaning strong traditional rankings no longer guarantee that your business is being recommended to potential customers.

Why doesn’t my Local Pack ranking carry over to Google AI Mode?

Local Pack rankings and AI Mode citations are driven by different signals. Local Pack depends heavily on Google Business Profile optimization, proximity, and review signals. AI Mode draws from structured schema markup on your website, NAP consistency across the broader web, and the quality of content that directly answers user questions. Performing well on one set of signals does not automatically produce results on the other. They require separate, parallel optimization strategies.

How do I know if my business is appearing in Google AI Mode?

The most direct way is to run your key search queries in Google and look at the AI-generated response near the top of the results. If your business is not named there, it is not being cited for that query. A thorough audit covers your most important search queries across multiple geographic variants and compares Local Pack presence against AI Mode citation status. Cited Co tracks AI Mode citation status monthly for all clients as part of its AI visibility programs.

What is the fastest way to improve AI Mode visibility for a local business?

The highest-impact starting points are fixing NAP inconsistencies across your website, Google Business Profile, and major directories; implementing complete LocalBusiness and Service schema markup on your website; and creating content that directly and clearly answers the specific questions people search about your services. These three actions address the primary signals AI Mode uses to evaluate whether a business is credible and citable. Schema markup in particular is the structural foundation that everything else builds on.

Does traditional local SEO still matter if AI Mode is growing?

Yes. Local Pack rankings still drive a significant share of local search clicks and should not be deprioritized. The point is that AI Mode and Local Pack require separate, parallel strategies. A business that only optimizes for one is missing visibility in the other. The goal is to appear in both formats for your most important local searches, which requires intentional work on both tracks.

About Cited Co

Cited Co is an AI visibility agency based in Scottsdale, Arizona, founded by Lauren Lerner. Cited Co helps service businesses appear in AI-generated answers from ChatGPT, Perplexity, Gemini, and Claude through structured entity optimization, GEO content strategy, and citation signal building. Cited Co tracks client AI visibility monthly across four platforms using a proprietary scoring system.

See Where Your Business Stands in AI Mode

Not sure whether your business is appearing in Google AI Mode for your key local searches? Request a free AI visibility snapshot at citedco.ai and find out exactly where your entity signals stand today. Or contact Cited Co here to learn about our GEO programs for service businesses in Scottsdale, Phoenix, and beyond.