What AI search optimization is, and how it differs from SEO
AI search is what happens when someone types a question into an assistant and the assistant goes and looks. ChatGPT does it through Bing. Google AI Mode does it through Google. Perplexity does it through its own crawl and shows the citations. In each case a model reads a handful of sources and writes one answer.
Classic SEO optimises for a page of ten results and a human who compares them. AI search optimization optimises for one paragraph and a machine that has already compared them. The practical difference is that hedged, everything-we-do marketing copy is useless here. A model needs a stated fact on a page about that fact.
The volume shift is real and it is measured. BrightLocal found 45 percent of US consumers now use ChatGPT or another AI tool to find local business recommendations, up from 6 percent a year earlier (BrightLocal, 2026). Ahrefs reported AI search visitors converting 23 times better than organic search visitors on its own site (Ahrefs, Jun 2025). Small traffic, high intent.
LLM SEO is the same job under a different name
LLM SEO is what people call this when they are thinking about the model rather than the search box. It is the same work. A language model cannot recommend what it cannot read, cannot verify, or cannot describe without contradicting itself.
There is one idea worth separating out, because vendors blur it. Getting into a model's training data is not something you can buy or schedule, and nobody who claims otherwise can show you proof. What you can influence is what the model finds when it looks something up live, which is where every local answer comes from anyway. That is the part we work on, and the part we can screenshot.
The other three names for this
Answer engine optimization names the target, generative engine optimization names the machine, and AI SEO is the umbrella term most owners actually use. We do one job and answer to all four names.
How the engines decide, and how AI search visibility is measured
Each tool grounds its answer somewhere, and knowing where is most of the strategy.
- ChatGPT searches with Bing, so Bing Places and clean Bing indexing decide whether you exist in the source material at all.
- Google AI Mode grounds in Google's index and Google Business Profile, so profile completeness, categories, hours and review volume feed directly into what it says.
- Perplexity attaches citations to its answers, so pages that state a fact plainly get cited and vague pages get passed over.
Measurement is the part most vendors skip, because it is the part that can prove them wrong. There is no rank tracker for an answer, so we do the obvious thing instead. Five buyer questions, agreed in writing and frozen for 90 days. Run every 2 weeks on ChatGPT and Google AI Mode. Dated screenshots and a count. You can repeat any question yourself the same day and get the same picture.
What we will not claim
We do not report an AI visibility score of our own invention, and we do not promise a place in a model's training data. The only number on our scorecard is how many of your 5 questions recommend you, on which tools, on what date.
What you get
Everything for $499 a month. Nothing sold separately.
AI search optimization is sold here as one retainer covering the whole job, from the site fixes to the checks every 2 weeks. No setup fee and nothing priced separately.
- 5-question AI visibility baseline with screenshots
- AI-readable website fixes, or a simple rebuild (up to 6 pages) if needed
- LocalBusiness, Service and FAQ structured data
- Google Business Profile and Bing Places overhaul
- Listings on the directories and review sites AI cites for your industry
- 2 to 4 new pages a month answering real customer questions
- Review request engine (we draft everything)
- Re-run of your 5 questions on ChatGPT and Google AI Mode every 2 weeks
- Simple scorecard: recommended for 4 of 5, up from 1
- One business per industry per city, exclusivity for as long as you stay
- Everything we build stays yours, even if you leave or take the refund
Who this is for
Who AI search optimization is for
Local businesses whose customers ask a question before they choose, and where a single new customer is worth hundreds or thousands of dollars. The higher the value of one customer, the faster this pays for itself.
- Med spas and aesthetics clinics: our deepest market, with first-party data published city by city.
- Every industry we work in: the buyer question we target for each trade.
- Not a fit: national ecommerce, and markets where a hospital system or national chain already owns the answer. We check before we quote.
Client proof
Named and cited by AI across the world, in under 90 days.
KKV Labs is its own first client. Every method below was run on a property we own before it went into a client build. Figures from Google Search Console and Bing Webmaster Tools, read on 13 October 2026.
Swipe for the other 3.
The same method now runs on more properties across the United States, Australia, New Zealand, France, the UAE and India. Ask for the dated screenshots on a call and we will walk you through every number.
Pricing
One plan. One price.
One plan at $499 a month, 3-month minimum, then month to month. No premium for calling it LLM SEO.
$499/ month
3-month minimum, then month to month. Cancel anytime after.
- The full monthly build and your 5 questions checked every 2 weeks
- Recommended by AI in 90 days, or every dollar back
- One business per industry per city
- Site and content are yours to keep
Start here
See what AI says about you before you pay anyone.
Your AI search visibility baseline, free: 5 real buyer questions for your service and city, run through ChatGPT and Google AI Mode, with the dated screenshots.
Read next
The working notes behind the service.
ChatGPT search runs on Bing
Why Bing Places decides whether ChatGPT can see you, and what to fix there first.
Read itHow Google AI Mode picks local businesses
What Google AI Mode grounds its answers in, and how to rank in AI search on Google's side.
Read itAI search visibility research
The KKV Med Spa AI Answer Index and the patient prompt library: what we found screening real local websites and real AI answers, free to cite.
Read it
The 90 days
What you get, and when.
$499 / month. 3-month minimum, then month to month. Cancel anytime after. Read the full guarantee.
- DAY 0
Where you stand, and the plan
We run real buyer questions for your service and city through ChatGPT and Google AI Mode. Within 24 hours you get where you stand today and the plan to get you recommended, then a 20 minute call. If your market cannot be won, we tell you and you pay nothing.
- WEEK 1
Kickoff: we agree the prompts
Together we lock the 5 questions your customers actually ask, in writing. That list is the guarantee.
- WEEKS 1 TO 12
The 90-day build
AI-readable website fixes (or a rebuild if yours cannot be fixed), structured data, Google Business Profile and Bing Places overhaul, listings on the sources AI cites for your industry, 2 to 4 new answer pages a month, and a review engine.
- EVERY 2 WEEKS
Proof
We re-run the same 5 questions and send screenshots and a simple scorecard. Day 90: recommended for 3 of 5, or every dollar back.
- DAY 90
What counts as a pass
Your business is recommended (in the top 3) for at least 3 of your 5 questions on ChatGPT or Google AI Mode by day 90. You choose: every dollar back, or we keep working free until you are recommended. Either way you keep the website, pages, listings and everything else we built.
Questions
What owners ask before they start.
What is AI search optimization?
Is LLM SEO the same thing?
How is AI search visibility measured?
Does AI search send enough traffic to matter?
Will AI search optimization help my Google rankings?
What does it cost?
Get your business recommended by AI in 90 days.
Sources for the numbers on this page
Next step
Get your business recommended by AI in 90 days.
We run the questions your customers ask ChatGPT and Google AI Mode in your city and show you who gets recommended today. Then we fix the pages, listings and answers that decide it.
$499 a month, 3-month minimum, then month to month. If AI is not recommending you for 3 of your 5 questions by day 90, you get every dollar back.
One business per industry per city. Founder led. Dated proof every 2 weeks.