AI stack consulting for boat dealers
Start with the website. Build the dealership’s voice into a database. Layer the AI on top. Run it for years.
Most dealers thinking about AI right now get the same offers from the same vendors: a chatbot bolt-on at $99/month, a sales-pitch demo that doesn’t survive a real customer conversation, or a “transformation” consultancy that quotes six figures before they’ve seen your inventory. None of those are what a Texas boat dealership actually needs.
What you actually need, in order: a website that captures leads instead of losing them, a voice profile that captures how your dealership actually talks to customers, then a small number of AI tools deployed on top of both. The website work pays for itself first. The voice profile makes every AI tool sound like the same dealership. The AI tools compound on that foundation by handling what humans can’t — after-hours conversations, missed calls, real-time inventory questions.
Why I know dealerships from the inside
This isn’t AI consulting parachuted in from a tech background. Michael Tannehill spent years in boat-dealership operations before founding Lakeside Lender — building dealer websites directly, working extensively with Boat Trader, YachtWorld, OnlyInboards, and Winboats along with the other listing-platform feeds that drive most dealers’ digital inventory traffic, navigating APP1 and Dealertrack for credit application and finance submission, and operating across the CRM, DMS, and OPS platforms common in the marine industry.
That dealership-internal experience is the difference between AI consulting that sounds plausible in a pitch deck and AI consulting that integrates with how your dealership actually runs.
Start with the website — the typical first fix
For most dealerships I look at, the biggest single profit lift isn’t AI. It’s fixing what the existing website is leaving on the table. Common findings on a first audit:
- Inventory display is a directory, not a sales tool — vague descriptions, no financing math, no test-ride or trade-in capture
- Listing-site feeds are misaligned — Boat Trader, YachtWorld, OnlyInboards, Winboats, and your own website inventory don’t share data structure
- Conversion paths leak — contact forms hidden three clicks deep, no after-hours fallback, no SMS option
- Google Business Profile is incomplete — wrong category, no service area, no recent posts, no Q&A maintenance
- SEO is generic — missing schema, thin landing pages, no internal linking strategy
- Reviews aren’t being asked for — no automated nudge after delivery
- Performance is slow — Core Web Vitals failing
A website optimization engagement scopes against these findings — focused tuneup or full rebuild on WordPress when the existing site is past saving. Most dealerships see the website work alone produce meaningful lift in qualified inquiries within 90 days, before a single AI tool is deployed.
Build the voice profile database
The piece almost every dealer skips — and the reason most AI deployments end up sounding like generic chatbots — is the voice profile database. This is the corpus that captures how your dealership talks: tone, common phrases, the way you answer the same question, the F&I framing you actually use, the trade-in language that’s natural for your sales team.
I build this once, at the start of every AI engagement. Built from your existing customer-facing content and a structured intake with your team, then tuned over the first 30 days against real interactions. The output is a structured knowledge base that every downstream AI tool draws from — chatbot, voicemail AI, voice answering, SMS handoff, drafting agents at Dominate. Result: a customer who talks to your chatbot at 9 PM, leaves a voicemail at 11 PM, and gets an SMS follow-up at 8 AM the next morning has three interactions that all sound like your dealership.
The voice profile is a deliverable. You own it. If you ever change AI vendors, the corpus comes with you.
The three AI tiers
Foundation — one tool, live in production
For dealerships ready to add their first AI capability. Usually the after-hours chatbot acting as a virtual salesperson — engages boat-buyers visiting your site outside business hours, answers inventory/pricing/financing questions in your dealership’s voice, and once a clear buying signal lands, the chatbot transitions the lead to SMS so your real sales team can pick it up live the next morning.
Includes voice profile database build, one deployed AI tool, Mac Mini M4 hardware or cloud deployment, my in-house LLM platform trained on your core documents, secure remote access for tuning, 30-day post-launch support.
Growth — multi-tool stack, real operational lift
For dealerships ready for a real AI workflow across multiple channels. Three deployed tools that share the voice profile and work together: chatbot with SMS handoff, voicemail AI (captures missed calls, transcribes, responds in your dealership’s voice), and voice answering (picks up live during off-hours).
Includes voice profile database (expanded), three deployed AI tools, full knowledge base build from documents/emails/CRM, integration with CRM/calendar/email/ticketing, monthly tuning, 90-day post-launch support, quarterly review.
Dominate — full stack plus agents that do the work
For lean-staff dealerships moving real volume where the bottleneck is people-hours. Adds on top of Growth: internal drafting agents (first-draft customer follow-ups, deal packages, marketing copy) and a hiring agent that screens incoming candidates.
Includes four-plus deployed tools, drafting and hiring agents, full CRM and ops integration with closed-loop reporting, monthly tuning, weekly check-ins, priority support, 12-month roadmap.
How I deploy the AI side
Two paths: on-premise (Mac Mini M4 on your shop’s network — fast, private, no per-token cloud cost) or cloud (managed in my infrastructure — faster spin-up, lower upfront, per-token cost over time). Either works.
Who this is for
- Boat dealers whose website was built for a brochure-era market. Website optimization is the typical first project.
- Boat dealers losing after-hours leads. Foundation chatbot with SMS handoff addresses this directly.
- Boat dealers whose service department is held up by phone volume. Voice answering + voicemail AI at Growth tier.
- Lean-staff dealerships where the bottleneck is people-hours. Dominate tier.
- Boat dealerships also using my Marine F&I service. AI, website, and F&I stack cleanly together.
Pricing
AI engagements (Foundation, Growth, Dominate) are engagement-priced — quote follows a 30-minute scope call. The pricing layout for both Marine F&I and the three AI tiers lives on a single page. See pricing →
Real proof points
The website + AI consulting work I do for boat dealers is built on the same platform I run for my other small-business clients across Texas — water softening (Montgomery Water Softening’s Monty chatbot has been answering customer questions in production since April 2026, on a website I rebuilt with schema, GBP optimization, and a 13-page city/service landing structure), electrical services, HVAC, and pool installation.
I bring those patterns into boat dealer engagements with the marine-specific tuning — inventory data structure, listing-site feed alignment across Boat Trader, OnlyInboards, Winboats and the rest of the dealer-network platforms, F&I integration with APP1/Dealertrack flows, and the seasonal pace of the Texas boat market.
Frequently asked
Do I have to do the website work before AI tools? For most dealerships, yes — the website is where leads land and where the AI tools eventually plug in. Adding AI to a website that doesn’t convert is putting horsepower behind a stuck clutch.
What if I already have a website I’m happy with? I run a website audit first. If the site is genuinely doing its job, we’d confirm that and move to AI deployment without unnecessary rebuild work.
What’s the SMS handoff threshold actually based on? Buying-signal patterns calibrated to your dealership’s typical conversion path. I tune the threshold during onboarding based on what “ready to buy” looks like in your sales cycle.
Do I keep the voice profile if I ever leave Lakeside? Yes. The voice profile database is a deliverable, structured, and portable.
Do you work with my current CRM / DMS / listing-site feed? Most likely yes. Marine-industry CRMs and DMS platforms are familiar territory; I do an integration audit during scoping.
Can I start at Foundation and step up to Growth later? Yes. Most dealers do exactly this.
What does the on-prem Mac Mini M4 actually do? Runs my in-house LLM platform locally on your shop’s network. Hosts the chatbot, voicemail AI, voice answering, drafting agents, and other tools in your engagement.
Can I add this to my Marine F&I engagement? Yes. The Marine F&I card and the F/G/D AI cards stack cleanly.
Talk through your stack
If you’re thinking about a website rebuild, a single AI tool, an integrated stack, or just figuring out what’s actually leaking on your current site — send a note. I’ll start with a website + integration audit and tell you what to fix first.