Current AI Visibility
A baseline review across relevant AI-assisted search experiences, including ChatGPT, Google AI, Perplexity, Copilot, and traditional search.
AI Search Optimization & GEO
When Customers Ask AI Who to Hire, Make Sure Your Business Can Be Found.
Customers still use Google, but they are also asking ChatGPT, Google AI, Perplexity, Copilot, and other AI-assisted search systems who to hire, what to buy, and which businesses to consider.
Bailes + Zindler improves the content, technical foundation, entity signals, structured data, and external corroboration that make your business easier for search and AI systems to discover, understand, and verify.
No guaranteed citations. No secret AI ranking tricks. Measurable search work built on SEO.
Request an AI Search Visibility Audit
Request an AI Search Visibility Audit
See What the Audit Includes
See What the Audit Includes
Updated September 2026
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What You Get in an AI Search Visibility Audit
Before changing your website, content, schema, or digital footprint, we first determine what AI-assisted search systems can currently understand about your business. The audit is not a made-up "AI score" — it is a practical review of your current visibility, the questions that matter commercially, the competitors being surfaced, and the information gaps that may be holding you back.
Priority Commercial Questions
The high-intent questions most relevant to your buyers, based on search behavior, customer language, competitor research, and controlled AI testing.
Competitor & Source Analysis
Which competitors are appearing, where they are being referenced, and which third-party sources help support their visibility.
Entity Clarity
Whether search systems can clearly connect your business with its services, products, people, specialties, locations, and markets.
Content Gaps
Questions customers may ask that your current website does not answer clearly enough.
Technical Search Foundation
A review of crawlability, indexation, internal architecture, structured data, canonical signals, and other technical factors that support search visibility.
External Corroboration
A review of directories, reviews, professional profiles, merchant data, publications, and listings that reinforce — or contradict — what your website says.
Measurement Framework
A plan for tracking observable changes across search visibility, AI referrals where identifiable, branded demand, citations, leads, and other business signals.
90-Day Priority Plan
A ranked roadmap showing what should be fixed first, what can wait, and which opportunities are most likely to matter.
SEO vs. AI Search Optimization
Traditional SEO remains the foundation. AI Search Optimization builds on that foundation by making your business easier for AI-assisted search systems to interpret, corroborate, and potentially use when answering a customer’s question.
Primary Visibility
Traditional SEO Search result pages
AI Search Optimization Generated answers, AI Overviews, recommendations, citations, and search results
Foundation
Traditional SEO Crawlability, indexation, relevance, authority, technical health
AI Search Optimization The same foundation still matters
Additional Emphasis
Traditional SEO Rankings, clicks, links, search intent
AI Search Optimization Entity clarity, evidence, corroboration, semantic relationships, extractable facts
Typical Search
Traditional SEO “CPA Tyler TX”
AI Search Optimization “Who handles business valuations for litigation in East Texas?”
Measurement
Traditional SEO Rankings, impressions, clicks, calls, leads
AI Search Optimization AI visibility, accuracy, citations, search performance, branded demand, leads
AI Search Optimization does not replace SEO
Your website still needs to be crawlable. Your pages still need to answer the searcher’s question. Reviews still matter. Links still matter. Google Business Profile still matters. Useful content still matters.
The difference is that search systems increasingly synthesize the answer themselves. Your company now needs to be understandable before the customer ever reaches the website.
The Question Is Changing
Traditional searches tend to be short. AI-assisted searches can be much more specific — and the more specific the question becomes, the more information a search system may need before it can confidently connect your business with the answer.
criminal defense lawyer Tyler TX
Who is a criminal defense attorney in Tyler with experience handling first-time DWI cases?
restaurants Tyler TX
Where should I take my parents for Sunday brunch in Tyler if we want outdoor seating?
commercial HVAC Houston
Which Houston commercial HVAC companies work on large facilities and provide ongoing maintenance?
That is where AI Search Optimization begins.
What We Actually Work On
There is no single GEO switch to turn on. Most engagements involve some combination of four areas.
Make the Business Easier to Understand
Search systems should not have to guess what your company does. We clarify the relationships between:
- Services
- Products
- Locations
- Service areas
- Specialties
- Team members
- Credentials
- Customer types
- Industries
- Related topics
That may involve rewriting service pages, restructuring navigation, improving internal links, clarifying location content, or resolving conflicting entity information.
Create Better Information to Work With
Generic marketing copy gives search systems very little useful information. We improve the parts of the site customers actually use to make decisions:
- Direct answers
- Definitions
- Comparisons
- Processes
- Pricing context where appropriate
- Product specifications
- Service details
- Case evidence
- First-party expertise
- FAQs
- Category information
- Local information
The goal is not to write for an AI. It is to publish better information for customers that machines can also interpret.
Strengthen What the Rest of the Web Says About You
Your website is only one source. AI-assisted search systems may also encounter your company through:
- Google Business Profile
- Reviews
- Professional directories
- Industry websites
- Merchant listings
- Local publications
- Product feeds
- Professional profiles
- Social profiles
- Third-party articles
- Other business databases
If those sources disagree about who you are, where you operate, or what you sell, visibility can become harder. We look for missing, conflicting, or weak corroboration and determine what is worth fixing.
Keep the Technical Foundation Clean
Technical SEO remains part of the work. Depending on the site, that may include:
- Crawlability and indexation
- Site architecture
- Internal linking
- Canonical signals
- Structured data
- Organization markup
- LocalBusiness markup
- Product and merchant information
- Service relationships
- Mobile usability
- Performance
- Content hierarchy
Structured data helps describe information already present on the website. It is not a magic switch that forces ChatGPT or Google AI to recommend your company.
How We Measure AI Search Without Inventing an "AI Score"
AI search is not a traditional ranking report. The same question can produce different answers across platforms, locations, wording, and time — so one screenshot is not a measurement strategy. We evaluate several layers instead, and look for patterns over time rather than artificial precision.
- Platform Visibility
- Available first-party visibility, impression, citation, and appearing-page data.
- Observed Visibility
- Whether the brand appears across controlled question sets and whether important facts are represented accurately.
- Competitive Visibility
- Which competitors appear, how they are positioned, and which sources support them.
- Business Impact
- AI referral traffic where identifiable, branded search trends, calls, forms, qualified leads, and assisted conversions.
If a metric cannot actually be observed, we do not pretend that it can.
Proof
Real Businesses Create Different AI Search Problems
AI Search Optimization is not one thing you install. A law firm, restaurant, ecommerce store, and CPA practice each create different information problems for search systems. The point is not that every client needs the same checklist — the information problem must be diagnosed before it can be fixed.
Large-Catalog Ecommerce
Cecil & Lou
The problem
Thousands of products can create complex relationships between collections, sizes, styles, occasions, personalization, availability, and seasonal categories.
What we work on
We improve product taxonomy, collection relationships, category semantics, structured data, product attributes, internal linking, and machine-readable relationships between related merchandise. A product grid may look obvious to a shopper while leaving important relationships unclear to a retrieval system.
Law Firm Entity Migration
Leatherwood & Schindler
The problem
A law-firm rebrand creates more than a design problem. Search systems need to understand how the prior business identity, new firm, attorneys, practice areas, profiles, and third-party references relate.
What we work on
We clarify the entity transition across the website and supporting sources so the new organization is not mistaken for an unrelated firm.
Local Search + Changing Information
The Grove Kitchen & Gardens
The problem
Restaurants change constantly: events, menus, performers, hours, seasonal promotions, and availability.
What we work on
We improve the structure and consistency of live business information so search systems have stronger, fresher facts to work with when someone asks where to eat or what is happening nearby.
Professional Expertise + Entities
Bailes & Co.
The problem
A CPA firm may offer specialized services that generic accounting language does not communicate well.
What we work on
We clarify relationships between the firm, CPAs, locations, credentials, and specialized work such as valuation, litigation support, forensic accounting, and industry expertise.
Evidence Over Hype
AI search is evolving quickly, and the industry produces a new "ranking factor" nearly every week. We are more interested in what can actually be supported.
Formatting Alone Is Not a Strategy
Turning every page into questions and answers does not automatically make it citation-worthy. Clear structure helps, but the underlying information still needs to be relevant, useful, specific, and supported.
Topical Relevance Matters More Than Tricks
A page should clearly answer the subject it is trying to compete for. Manufacturing AI visibility with hidden tactics, repetitive phrasing, or artificial formatting is a poor substitute for genuinely useful information.
Structured Data Helps Explain. It Does Not Guarantee.
Schema can help search systems interpret relationships already visible on a page. It cannot force a recommendation.
Third-Party Corroboration Matters
A company’s own website can make almost any claim it wants. Independent information can help reinforce important facts about the business, its reputation, its people, its products, and its market.
No Magic Schema. No Guaranteed ChatGPT Rankings.
No agency controls ChatGPT, Google, Perplexity, Copilot, or another AI system. We cannot guarantee that your company will be cited, recommended, or permanently included in an answer. What we can improve includes:
- Website clarity
- Content quality
- Technical accessibility
- Entity consistency
- Structured information
- Local relevance
- Supporting evidence
- Third-party credibility
- Search visibility
- Ongoing measurement
If someone guarantees that ChatGPT will recommend your company, ask them how they control ChatGPT.
AI Search Optimization Is Not a Substitute for Having Something Worth Finding
This work makes sense when
You operate a legitimate business with useful expertise, products, or services and customers who research before making a decision. It can be especially relevant when buyers:
- Compare providers
- Ask who to hire
- Look for recommendations
- Research technical products
- Evaluate expertise
- Compare services
- Search within a particular market
- Ask detailed questions before contacting anyone
It may not be your first priority when
- Your website barely explains what you do
- Important services are missing
- Location information is inaccurate
- Reviews or reputation problems need attention
- Your technical SEO is broken
- Search engines cannot reliably crawl the website
- Your business information conflicts across the web
- There is little genuine expertise or useful information to support
In those cases, fixing the underlying website, SEO, reputation, or content problem comes first. We would rather tell you that than sell you a GEO package you do not need.
How an AI Search Optimization Engagement Works
01
Understand
We begin with your business, website, search visibility, competitors, customer questions, locations, products, services, and existing digital footprint.
02
Audit
We evaluate what search and AI systems can currently understand, where competitors appear, and where information is incomplete, inconsistent, or difficult to verify.
03
Prioritize
Not every issue deserves attention. We rank the opportunities based on business value, search relevance, implementation effort, and what can realistically be measured.
04
Improve
Depending on the findings, the work may include content, entities, structured data, architecture, local signals, third-party consistency, technical SEO, or authority development.
05
Measure
We monitor observable search, visibility, referral, competitive, and business signals.
06
Iterate
Search systems change. The strategy should respond to new evidence instead of blindly following a permanent checklist.
What an engagement can include
- AI Search Visibility Audit
- Service-page improvements
- Location content
- Entity clarification
- Structured data
- Internal linking
- Product taxonomy
- Ecommerce category architecture
- Third-party consistency
- Local visibility
- Review and reputation signals
- Technical SEO
- Content strategy
- Proof and evidence development
- Search monitoring
- Ongoing optimization
The scope depends on what the business actually needs. AI Search Optimization can be a focused project, part of a larger SEO engagement, or an ongoing search program.
Frequently Asked Questions
What is AI Search Optimization?
AI Search Optimization is the work of improving how clearly a business, website, product, service, or expert can be discovered and understood across AI-assisted search experiences.
It combines traditional SEO fundamentals with stronger content, clearer entity information, technical improvements, structured data, external corroboration, and ongoing search strategy.
Is AI Search Optimization the same as GEO or AEO?
The terms overlap. GEO, or Generative Engine Optimization, usually refers to improving visibility within generative answers. AEO, or Answer Engine Optimization, generally focuses on making information easier for answer-driven systems to retrieve and present. AI SEO is another commonly used term.
Bailes + Zindler uses AI Search Optimization as the broader umbrella.
Is GEO different from traditional SEO?
Yes, but SEO remains the foundation. Search engines still need to crawl, index, interpret, and trust your website.
AI Search Optimization adds another layer by considering whether AI-assisted systems can understand the business, connect it with the right questions, verify important facts, and potentially use relevant information when generating an answer.
What is an AI Search Visibility Audit?
It is a structured review of how your company is currently represented across search and AI-assisted discovery.
The audit examines visibility, relevant customer questions, competitors, entity clarity, content gaps, technical issues, third-party corroboration, and measurement opportunities. The result is a prioritized roadmap — not a mysterious score.
Can you guarantee that ChatGPT or Google AI will cite my business?
No. No agency controls the output of those systems.
We improve the information, technical foundation, credibility, and search signals within your control. We do not promise specific citations or permanent AI rankings.
How do you measure AI search visibility?
There is no universal AI ranking metric.
Depending on the engagement, we may examine first-party platform reporting, repeated visibility testing, factual accuracy, citations, appearing URLs, competitor visibility, referral traffic, branded search trends, calls, leads, and changes over time. We focus on meaningful patterns rather than one-off screenshots.
Does schema markup make a business appear in AI answers?
Not by itself. Structured data can help search engines interpret information and relationships on a webpage, but no schema type guarantees an AI citation or recommendation.
Do I need an llms.txt file?
We do not treat llms.txt as a shortcut to AI visibility. Emerging standards may have legitimate uses in certain ecosystems, but they do not replace crawlable pages, strong architecture, useful content, clear entities, authority, or technical SEO.
We prioritize work based on evidence and business value rather than novelty.
Does AI Search Optimization work for local businesses?
It can be particularly relevant for local businesses because customers increasingly ask recommendation-style questions involving location, service area, reputation, availability, specialty, or intent.
Local visibility can depend on the website, Google Business Profile, reviews, directories, location information, local content, and other sources describing the business.
How much does AI Search Optimization cost?
Scope depends on the website, number of locations or services, technical condition, competition, content needs, and the amount of implementation required.
We determine the work after understanding the business rather than forcing every company into the same package.
Next step
Find Out What AI Search Can Understand About Your Business
See where your company appears, what information search systems can verify, which competitors are being surfaced, and where your digital presence leaves important questions unanswered.
Come with your website and three questions you want ChatGPT or Google AI to include your company in the answer to. We will determine whether an AI Search Visibility Audit makes sense and what should be measured first.
Click Get a quote just below to request your AI Search Visibility Audit.