AI search optimization in Kingsport, TN Find out what AI says about your business.
When someone asks ChatGPT, Google, or another AI tool for a business like yours, we check what comes back, fix what we can control, and measure what changes. Nobody can guarantee an AI will recommend you. We can make sure it has accurate information to work with.
Dustin Lifford. Twenty-plus years building for the web, from early-generation tools through modern frameworks and platforms. About Dustin
The new front door is an answer, not a list.
For twenty years, showing up online meant ranking on Google. That still matters, and it is not going away. But a growing share of your future customers never see a results page at all. They ask an AI tool a question and take the recommendation it gives them.
Those AI tools decide who to recommend based on what they can read, verify, and trust about your business online. Most local websites were never built with that in mind. The content might be good. The site might even rank well on Google. But to an AI agent, it is unreadable, unverifiable, or invisible.
This work goes by two names in the industry: Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO). Strip the jargon and it means one thing: structuring your website and your business information so AI tools can find you, understand you, and cite you accurately. Whether a tool recommends you also depends on your reviews, your listings, and what the rest of the web says about you.
We do not sell this from theory. We did it to our own sites first, measured the results against public benchmarks, and wrote up exactly what changed. The numbers are below.
From unreadable to citable.
Every engagement starts with measurement, not promises. You see your real starting point before we change anything.
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Baseline scan
We run your site through agent-readiness and AI-visibility checks, including the same Cloudflare scanner we benchmarked our own sites against. Then we ask ChatGPT, Claude, Perplexity, and Google AI Mode the questions your customers actually ask, and we document exactly what they say about you today. Usually the honest answer is: nothing. You get the two results separately, because a readiness score measures whether AI tools can read your site, not whether they recommend you.
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Technical readiness
We fix how your site talks to AI visitors. Clear rules for which bots can read your pages and which cannot use your content for training. Machine-readable versions of every page. A site card that introduces your business to AI tools. Structured data that tells them what you do, where you do it, and how to reach you.
None of that replaces the basics: consistent business information across the web, real reviews, and the other signals that support traditional local SEO. AI tools weigh all of it together, not just what is on your own site.
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Answer-ready content
AI tools are more likely to recommend businesses they can quote accurately. We make sure your pages answer the real questions in plain language: what you do, who it is for, where you serve, what it costs when you can say, and why you are qualified. Facts an AI can cite, written so a human still wants to read them.
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Monitor and report
AI answers change as the tools re-crawl the web. We re-scan your site, re-ask the same customer questions on a schedule, and send you a short monthly report in plain English: what the AI tools say about you now, what changed, and what we are adjusting next. Human-reviewed, every time.
We ran this play on our own sites first.
The morning Google rolled out its May 2026 Core Update, we ran tricitiesailab.com through Cloudflare's free agent-readiness scanner. It scored a 25 out of 100. By that evening, after rebuilding how the site talks to AI tools, it scored 83. A second site we run went from 50 to 83 as well. Both now rate "Agent-Native," the top level on Cloudflare's scale.
Cloudflare's own verdict on whether the web is ready for AI agents was, in their words, not very. Most local sites we have checked score far below where ours sits. The gap is real, and it is fixable.
As of July 20, 2026, tricitiesailab.com scores 100 on the content-scope scan (discoverability, content format, and bot access checks). API and commerce categories are outside the scope of a content site and were not scanned.
What these scores do not show: the scanner measures technical readiness, meaning whether an AI agent can access, parse, and understand a site. It does not measure whether AI tools actually recommend a business in a real answer, which also depends on entity authority, reviews, and citations elsewhere on the web. A high score is necessary but not sufficient.
This is not hypothetical. A local attorney recently signed a client who found them by asking ChatGPT who to call. That is one place leads are starting to come from.
Read the full write-up: We Took Our Website From 25 to 83 in One Evening, or the case study.
How to read these numbers
A word on how to read these numbers: the May 2026 scores above reflect Cloudflare's public agent-readiness scanner as it stood then; see Cloudflare's launch post for their own view of where the broader web stands. Scanners like this get updated over time, so a score is a snapshot, not a permanent number, which is part of why monitoring is an ongoing part of this service rather than a one-time claim. The same caveat applies if you ask ChatGPT, Claude, Perplexity, or Google AI Mode a question yourself: these tools personalize answers based on the asker's location, prior conversation history, and session context, so no single test is perfectly reproducible for every visitor. What we track is the pattern across repeated, comparable checks over time, not one lucky answer. See our methodology page for the full scan history.
You're in the right place if...
Your Google traffic has been slipping
Fewer clicks from search is not your imagination. More people get their answer from an AI tool and never visit a results page. This service focuses on where your customers are actually asking.
You rank fine on Google and assume that carries over
It does not. AI tools read websites differently than Google does. A site can rank on page one and still be invisible to the agents that write AI answers. The readiness scan takes ten seconds and shows whether AI agents can read your site.
You want the head start while it's still available
Few local businesses have done this work yet. Getting readable and citable now means your site is ready as more of your customers search this way.
Work you can check, not a maybe.
Every engagement produces documents and fixes you can see, plus scores you can verify yourself with free public tools.
AI Visibility Baseline Report
Your agent-readiness score, what each major AI tool currently says about your business, and the three changes that would move your score the most.
Technical Readiness Fixes
Bot access rules, machine-readable pages, a site card, and structured data. Implemented for you, not handed off as a to-do list.
Answer-Ready Content Updates
Your key pages rewritten or restructured so AI tools can quote your services, service area, and credentials accurately. Human-reviewed before anything goes live.
Monthly Visibility Report
A short plain-English report: your current scores, what AI tools say about you now, what changed since last month, and what we adjust next.
Typical scope
The initial scan is free. From there, the technical readiness work is a defined project, and monitoring is a small monthly engagement.
Typical timeline
The technical fixes score immediately: you can re-run the public scanner the same week and see the number move. Any change in what AI tools say in their answers takes longer, because it depends on when each tool re-reads the web.
What this does not include.
No AI tool sells placement, and this service does not either. There is no way to buy or guarantee a specific mention in a ChatGPT, Claude, Perplexity, or Google AI Mode answer, and any vendor who tells you otherwise is not being straight with you.
It also does not replace traditional SEO, content marketing, or paid advertising. It sits alongside those, using different technical work aimed at a different kind of search.
And it does not freeze in place once delivered. AI tools update their models and how they weigh sources on their own schedule, outside anyone's control, which is why ongoing monitoring is part of the engagement rather than a one-time fix.
Things people ask before they call.
What do GEO and AEO actually mean?
Generative Engine Optimization and Answer Engine Optimization. Both describe the same goal: making your business visible and quotable to AI tools like ChatGPT, Claude, Perplexity, and Google's AI Mode, so they can describe and cite your business accurately when someone asks them a question. That improves your chances of being named in an answer. It cannot guarantee it. Think of it as SEO for the way people search now.
Is this a replacement for regular SEO?
No. It sits alongside it. Google search still drives real traffic and the fundamentals still matter. But search clicks are declining while AI answers are growing, and the two require different technical work. Most of what we fix for AI readiness also helps traditional SEO. None of it hurts it.
Can you guarantee ChatGPT will recommend my business?
No, and nobody honestly can. AI tools do not sell placement, and anyone promising a guaranteed spot in an AI answer is guessing. What we can do is measurable: raise your site's readiness score against public benchmarks, make your business information accurate and citable, and track what the tools actually say about you month over month. A readiness score shows whether AI tools can read your site. It does not show whether they will name you, which is why we check the answers themselves.
How fast will I see results?
The technical fixes score immediately. You can re-run the public scanner the same week and see the number move, the same way we did. Any change in what AI tools say in their answers takes longer because it depends on when each tool re-reads the web. That is why monitoring is part of the service instead of a one-time promise.
What does it cost?
The initial scan is free. We run it, tell you your score, and name the three changes that would move it most, with no obligation. From there, the technical readiness work is a defined project, and monitoring is a small monthly engagement. Exact pricing depends on the size of your site, and we will give you a number before any work starts.
The first scan is always free.
Send us your web address. We will run the scan, tell you where you stand, and name the three things that would move your score the most. No pressure, no pitch. If your site is already technically ready, we will tell you that too.