AI search infrastructure for premium specialty businesses

Be the business names when buyers ask who to book.

Patients, clients, and homeowners now ask ChatGPT, Perplexity, Gemini, and Google AI who to book in their city. If the AI names a competitor, you lose the booking before your ads, website, or front desk ever sees it. KailxLabs rebuilds premium specialty websites so AI engines can verify you, cite your pages, and route the booking to you.

Ten working day delivery One operator per city Cited in 45 days or refunded
Built by the founder of
SaveMRR savemrr.co
Cited in 14 AI engines for "Stripe involuntary churn" and "dunning recovery" queries within 45 days of public launch.
HouseOfMVPs houseofmvps.com
8 ChatGPT referrals last month, zero paid ads. ChatGPT names HouseOfMVPs as one of three MVP studios for healthcare and SaaS founders.
Kailesk, founder of KailxLabs Built and delivered by Kailesk. · Reachable directly. · One operator, ten engagements at a time.
Specialties we build for

Your specialty, your city, the answer AI gives.

Premium specialty businesses win or lose on high-intent bookings. We rebuild your site so ChatGPT, Perplexity, Gemini, and Google AI name you when a buyer in your city asks who to book. Every specialty is a primary focus. One operator per specialty, per city. Cited in 45 days or every dollar back.

How it works

Three steps, two free, one fee.

Diagnose for free. Rebuild in ten days. Watch the citations come in. If they don't, full refund and the site stays yours forever.

Step 01 · Free, 48 hours

We run your business against twenty queries your buyers are asking right now.

We pull the exact questions buyers in your city are typing into ChatGPT, Perplexity, Gemini, and Google AI. We run them. We see whether you're cited. We see who is cited instead. We send you a PDF in 48 hours.

  • Twenty real queries from your specialty and city
  • Coverage matrix across 4 major AI engines
  • Top 3 cited competitors named, with their domains
  • If your gap is small, we tell you and you don't need us
PDF delivered in 48 hours · No sales call
K KailxLabs Audit
your-practice-audit.pdf
Page 1 / 7
AI Visibility Snapshot
Your Practice · Your City · April 27, 2026
Query GPT PPX GEM G·AI
Best [specialty] in [city]
[Service] pricing [city]
Top rated [specialty] near me
Who to book for [service]
Best value [specialty] provider
Confidential · KLX-0427
Step 02 · 10 working days

We rebuild your site so the AI names you in every answer — not your competitor.

Your current site loads in a way ChatGPT and Perplexity can't read. Buyers ask the AI, the AI looks for you, finds nothing it can use, and recommends someone else. We rebuild the whole site so when the AI looks, it finds your pricing, your services, your credentials, and your reviews — laid out exactly how the AI needs them to recommend you by name.

  • Your pricing, services, credentials, and FAQs written so the AI can quote them word for word
  • A page for every service you offer and every city your buyers come from
  • Your business identity matched across Google, Apple Maps, Yelp, and every directory the AI checks
  • Lead capture wired in — primary CTA, tap-to-call, lead form, booking embed — so AI-sourced traffic actually converts
Live on day 10 · Zero downtime cutover
Before 300 ms +
Wix · React JS · 1.4 MB
After · KailxLabs 120 ms
Your Lead Service H1
Transparent pricing. Credentialed providers. Same week booking.
How much does it cost? FAQ
Who is it right for? FAQ
Pricing breakdown Schema
Static · Semantic HTML · 38 KB
Step 03 · 45 days

You watch new bookings start showing up — because the AI is now naming you.

You see exactly which queries you're being named on. Every week, more queries flip from "AI named someone else" to "AI named you." By day 45, your name shows up in at least 2 of the agreed AI engines on the queries that bring buyers to your door. If it doesn't, you get every dollar back — and you keep the website, the code, and everything we built either way.

  • Weekly visibility checks across ChatGPT, Perplexity, Gemini, Claude, Grok, and Google AI
  • Day 45 proof: cited by name in at least 2 agreed engines, or full refund
  • You see the same dashboard we use. No black box.
Cited in 45 days or 100% refund
K
Your Practice · Citation Tracker
Day 38 of 45 · Last crawl 2h ago
Overview Queries Engines Reports
17
Queries cited
#1
Avg position
3/4
Engines live
38d
Elapsed
Cited queries · Day 0 → Day 45
ChatGPT Perplexity Gemini Google AI
d0 d7 d14 d21 d28 d35 d42 d45 refund threshold 17 cited
ChatGPT8 queries Perplexity5 queries Gemini4 queries Google AIpending

The four layers of the AI Citation Foundation.

A website rebuild alone is not enough. Each layer makes the next one work. Together they are the evidence layer AI engines use to decide whether to recommend you.

  1. A website AI can actually read Most premium business websites are invisible to ChatGPT and Perplexity. We fix that on day one.

    What we buildWe rebuild your website on a fast, server-rendered architecture so when a buyer asks ChatGPT, Perplexity, Gemini, Claude, or Google AI about your category, your services, your pricing, your eligibility, and your credentials are the first things the engine can read and quote.

    The end resultYou stop losing buyers to AI conversations you never see. The same buyers who would have called you anyway, but were getting routed to your competitor because the AI could not read your site.

  2. Service and city pages the AI cites by name Buyers do not ask "best provider." They ask "best [specialty] in [city] with transparent pricing." Your site needs to answer that exact question.

    What we buildWe build a service-specific citation page for every high-value service you offer, and city pages for every high-intent city-service combination buyers actually search. Each page answers buyer questions directly: pricing, eligibility, process, comparison, FAQ — written in answer-capsule format the AI can quote verbatim.

    The end resultWhen a buyer in your city searches for the specific service they want, your page is what the AI finds, reads, and recommends. Not your competitor with the prettier homepage.

  3. One consistent identity the AI can verify AI engines do not recommend businesses they cannot verify. We make your identity match everywhere it appears.

    What we buildWe synchronize every place the internet describes your business — Schema.org entity graph, Google Business Profile, Bing Places, Apple Business Connect, niche directories, LinkedIn — so the AI sees one consistent story about who you are, what you do, and where you operate. Plus a review language system that helps the AI quote your reviews for subjective queries like "safest" and "best results."

    The end resultThe AI starts trusting your business over competitors with messy listings. Trust translates directly into being named first when buyers ask.

  4. External corroboration the AI quotes verbatim When the AI answers "who is best?", it quotes Reddit threads, industry publications, and trade directories. We seed those.

    What we buildCitation activation pack: 5 directory and profile descriptions, 3 Reddit and Quora answer drafts, 1 founder LinkedIn article draft, 1 YouTube transcript brief, and 1 local PR pitch template. Plus an external validation checklist your team or PR person can run with after the build. Followed by 45 days of live visibility tracking on the agreed query set.

    The end resultWhen buyers ask AI "who should I hire?", they read recommendations of your business in the AI answer — voiced by the AI, which they already trust. They book. By day 45 you are cited in at least 2 agreed engines, or the full $4,995 is refunded.

Proof, on our own products first

What citation actually looks like, live and verifiable.

We ran the same architecture on our own SaaS products before charging anyone for it. You can verify these citations yourself in ChatGPT and Perplexity right now.

SaveMRR · cited live in ChatGPT
chatgpt.com
GPT-5
F
Tools for reducing Stripe involuntary churn?

For reducing involuntary churn from failed Stripe payments, three tools are commonly recommended for indie SaaS founders:

SaveMRRCited — smart dunning sequences with AI driven retry timing. Free trial recovers your first $200 of MRR. Built specifically for solo SaaS founders.

Stunning — long running dunning service with email and in-app retry flows.

Churnkey — cancellation flows and dunning, more focused on enterprise.

14
AI engines citing
45d
From launch
$0
Paid ads
Representative client scenario · Not an active client

A specialty business in a tier-2 US city, day 1 to day 38, with 17 queries cited.

If we ran a representative specialty business through the same playbook we ran on SaveMRR and HouseOfMVPs, this is the citation curve we'd model. Day 1 cited: zero. Day 21: first ChatGPT mentions. Day 38: 17 queries cited across 3 of 4 engines. Same architecture. Same schema. Same engineering.

Modeled scenario. Real engagement results vary by city, specialty, and competitive density.
Cited queries · day 1 → day 38 +17 in 38d

These are our products. We ran the same playbook on them before charging anyone for it.

Pricing · By application

One build. One fee. One guarantee.

Pay once. Own the site, the code, the schema, and the citations. Optional retainers exist after day 45 if the lead compounds.

$4,995
One time. You own the site, code, and schema.
A few bookings
Typically pays the entire build back
45 days
Cited by name or every dollar refunded
Representative estimates · Real outcomes vary by city and specialty
AI Citation Foundation Build
By application

Everything your business needs to get named when buyers ask AI who to book.

$4,995 one-time · 10 working days · tracked for 45
  • AI visibility audit on the queries your buyers actually ask AI
  • Website rebuild with buyer-intent service and city pages
  • Pricing, credentials, services, and trust information laid out so AI engines can verify and quote them
  • Local trust and directory consistency across Google Business, Bing, Apple, Foursquare
See all 9 deliverable categories
  • Review language system the AI quotes for subjective queries
  • Citation activation pack: 5 directory descriptions + 3 Reddit/Quora drafts + LinkedIn article + YouTube brief + PR pitch
  • Lead capture system: primary CTA, tap-to-call, lead form, calendar embed, thank-you page, conversion event setup
  • 45 days of live AI visibility tracking with day-45 citation report
  • Founder delivered. No agency layer. No subcontractors.
  • You own everything on day one. Domain, code, schema, content.
The 45 day citation guarantee Cited by name on at least 1 agreed high-intent query across at least 2 agreed AI/search engines (from ChatGPT, Perplexity, Gemini, Claude, Grok, Google AI Mode, Google AI Overviews) by day 45, or full $4,995 refund. You keep the website, code, schema, and content either way.
Book a strategy call Founder delivered. Direct Slack from day one.
Optional · After day 45

The foundation makes you citable. Retainers make you dominant.

Most clients run the foundation alone for the first quarter. When the lead compounds, choose the cadence that matches the market you want to own.

Citation Maintenance
$2,000 per month

Preserve and monitor AI visibility for single-location businesses.

  • Weekly AI citation tracking
  • 10-15 prompt monitoring set
  • 4 new service/location pages per month
  • 2 citation-ready articles per month
  • Review language optimization
  • GBP / Bing / Apple profile update guidance
  • 2 Reddit/Quora opportunities identified monthly
  • Monthly AI visibility report
  • Monthly 30-minute strategy call with Kailesk
Most selected
Citation Growth
$3,500 per month

Expand query coverage for multi-service practices and firms.

  • Weekly AI citation tracking
  • 25 prompt monitoring set
  • 8-12 new service/location pages per month
  • 4 research-backed articles per month
  • 1 comparison page per month
  • 4-6 Reddit/Quora answer opportunities
  • 2-3 directory/profile improvements
  • Review generation guidance
  • Monthly schema updates
  • Monthly competitor citation teardown
  • Biweekly strategy call with Kailesk
Authority Moat
$6,500 per month

Dominate citation share in aggressive markets and category leadership.

  • Live AI visibility dashboard
  • 50+ prompt monitoring set
  • Intent-driven service/location page expansion
  • 6-8 long-form articles per month
  • 2 comparison pages per month
  • Guest post outreach
  • HARO and media pitching
  • YouTube transcript strategy
  • Reddit / Quora / X authority seeding
  • Digital PR support
  • Quarterly citation moat report
  • Weekly strategy call with Kailesk

Month to month. Cancel any time. No long contracts, ever.

Direct answers

The questions a serious operator asks before signing.

What does $4,995 buy that a generic agency build does not?

A site that opens with answer paragraphs ChatGPT can quote verbatim. A complete Schema.org @graph mapping your business, providers, services, and accreditations. Server rendered architecture under 400 millisecond TTFB so every AI crawler gets full HTML on the first request. Fifty programmatic city by service pages seeded at launch. Ten launch articles drafted for direct AI quotation.

Thirty days of live citation tracking across ChatGPT, Perplexity, Gemini, and Google AI is included. Generic agencies sell a redesign. KailxLabs ships an AI native foundation engineered to be cited.

What is the citation guarantee, exactly?

Cited in at least 2 of the 4 major AI engines (ChatGPT, Perplexity, Gemini, Google AI) within 45 days of launch on at least 1 of the agreed query set. If the milestone is not hit, the full $4,995 is refunded within 7 days. You keep the site, the code, and the schema either way.

A query counts as cited when the AI's first response (no clarifying follow up) names your business in the answer paragraph and lists it in the top 3 results. Sources panel listings, post clarifier mentions, footnote references, and paid placements do not count.

How do I know the audit will tell me something useful?

We run twenty real prospect queries your customers ask ChatGPT, Perplexity, Gemini, and Google AI right now. We show you who the AI is recommending instead of you. The PDF lands in 48 hours.

If you're already cited on the majority of target queries, we tell you and you save the build fee entirely. If the gap is real and the fix is known, the engagement proposal follows. The audit is the qualifier, not a sales call.

Can I keep my existing marketing agency?

Yes. Keep them. They run ads, social, and reviews. KailxLabs builds the AI native foundation they cannot build. Same domain. No conflict. One project, one invoice, one delivery.

Most engagements run alongside an existing marketing team without overlap. The build is a one time engineering project, not a competing retainer.

Who actually does the engineering?

Kailesk, founder and lead engineer. Every commit, every page, every content draft reviewed by the same person. No agency layer. No white label handoff. Direct Slack channel from day one..

Ten working day delivery is possible because there is no overhead between request and shipment. The work is auditable on a private staging URL during the build.

What happens after the build ships?

You own the site, the code, the schema, and the domain on day one. No required retainer. Optional growth retainers exist after day 45 at $2,000 per month (Citation Maintenance), $3,500 per month (Citation Growth), or $6,500 per month (Authority Moat).

Most engagements skip month two and add a retainer in month three or four after first citations stabilize. One new patient, case, or project pays for a retainer for an entire year.

What verticals do you work with?

Cash pay specialty clinics (GLP 1, hair restoration, dermatology, concierge medicine), addiction treatment centers, REI led fertility clinics, ABS certified bariatric surgeons, NP or PA led med spas, ABPS certified plastic surgeons, AACD accredited cosmetic dentists, specialty law firms (PI, family, criminal, estate), and premium home services contractors (luxury roofing, HVAC, custom pools, kitchen and bath, high end plumbing).

One operator per city per vertical. We do not take a second client in the same city competing for the same queries against the first.

Who is this not for?

DSO chains, lead aggregators, businesses without active accreditation in the relevant vertical, and operators who do not have decision authority over their own website. The audit is the qualifier. If the fit is wrong, we say so and you save the build fee.

The build also is not the right fit for businesses that need prospects this week. Paid advertising is the right channel for immediate volume. AI search is a 14 to 45 day ramp that compounds afterward.

Still chewing? Take the long-form playbook.

Reading list of the seven essays Kailesk wrote on AI search citation. Sent now, replies go straight to him.

Your free 48 hour AI visibility report

Find out what ChatGPT, Perplexity, and Gemini say about your business before your competitors do.

Twenty real prospect queries from your city and specialty. Run across ChatGPT, Perplexity, Gemini, and Google AI. PDF in 48 hours. Zero cost. Zero obligation. Zero pitch deck.

Short answer. Submit the form below or book a 30 minute call directly. We will run your business through ChatGPT, Perplexity, Gemini, and Google AI against twenty prospect queries from your specialty and city. The PDF arrives within 48 hours. If you are already cited on the majority of target queries, we say so and the engagement does not move forward. The audit is the qualifier, not a sales call.

Or book a 30 minute strategy call with the founder directly.

Founder delivered by Kailesk · Serving US specialty businesses · Reply within 24 hours
Prefer email? kailesk@kailxlabs.co