Real Estate

Key West broker blends AI tools with personal marketing approach

Stacy Stahl, broker-owner of Realty ONE Group Destination, uses artificial intelligence to organize data but relies on handwritten notes and neighborhood updates to stand out in a crowded market.

By Sam Avanessov8 min read1 view
Stock photo showing Stock photo showing calligraphy, pen, thank, you, sign
Photo by 6072518 on Pixabay

A Key West broker is making the case that artificial intelligence and handwritten notes belong in the same marketing toolkit. Stacy Stahl, broker-owner of Realty ONE Group Destination, told Florida Realtors at the organization's August convention that she uses AI to save time on routine tasks while keeping personal touches that help clients recognize her voice.

Stahl's approach centers on monthly updates she sends to owners in three condo buildings, mixing neighborhood sales data with community photos, upcoming events, and listings that link back to her website. One recipient recently stopped by her office to say she had saved the newsletters and planned to call Stahl when ready to sell.

What's happening

Stahl shared her marketing strategy during a Florida Realtors Live interview at the 2026 Florida Realtors Convention & Trade Expo in August. The broker, who runs Realty ONE Group Destination in Key West, described how she balances automation with the kind of direct outreach that predates digital marketing.

Her monthly newsletters include community photos and upcoming events, selected property listings with links to her website, market statistics written in conversational language, and buying and selling information tailored to specific neighborhoods. Stahl said she uses AI to organize ideas and interpret MLS statistics but always reviews the output before sending.

She recommended that agents feed AI tools with actual customer questions rather than generic prompts. "Use it to write your newsletter and then go back and read it and put yourself back to it," Stahl said in the interview.

Stahl's challenge to other agents: commit to one marketing activity for 30 days, block time on the calendar, and follow up with anyone who responds. "I think that old-school marketing is making a comeback because everyone is oversaturated," she said.

What this means for Northeast Florida agents

The strategy Stahl outlined mirrors challenges facing real estate professionals across the First Coast, where rapid growth in St. Johns, Clay, and Nassau counties has intensified competition for listings. Agents working in master-planned communities such as Nocatee, SilverLeaf, and Wildlight, or in Jacksonville's urban core, contend with the same information overload Stahl described: clients bombarded by automated emails, social-media ads, and generic market updates.

For agents building a presence in a specific neighborhood—whether Riverside's historic bungalows, Mandarin's riverfront subdivisions, or the St. Johns County corridor along CR 210—the question becomes how to stand out when every brokerage has access to the same MLS data and the same AI writing tools. Stahl's answer is consistency and recognizability: marketing that clients can identify by its look, tone, and content before they see a logo.

That approach takes time, she acknowledged, but it also creates a record. The condo owner who saved Stahl's newsletters had months of neighborhood sales history, event calendars, and market context at hand when she decided to list—a timeline common in Florida's coastal resort markets and in Northeast Florida's more established neighborhoods, where homeowners often plan moves years in advance.

How AI fits into local real estate workflows

Artificial intelligence tools have become widespread in real estate marketing over the past two years, helping agents draft property descriptions, generate social-media posts, and analyze comparative market data. The technology can turn raw MLS statistics—average days on market, price per square foot, inventory levels—into plain-language summaries faster than a human can type.

But the output is only as useful as the input, Stahl noted. Generic prompts produce generic results. She recommended using questions clients have actually asked—about flood insurance, condo-association fees, school zones, or new construction timelines—to guide what an AI tool writes. That specificity matters in a region where buyer concerns vary sharply: a family moving to Clay County for school ratings asks different questions than an investor eyeing warehouse land near Cecil Commerce Center or a retiree shopping for a riverfront condo in downtown Jacksonville.

The risk, according to Stahl's framework, is that automation makes every agent's marketing sound the same. Buyers and sellers accustomed to polished, impersonal emails may respond more to a handwritten note or a newsletter that references a street fair they attended, a stormwater project in their neighborhood, or a condo-building capital assessment they're navigating. These are details a national template can't capture and an algorithm won't prioritize without specific prompting.

Why personal marketing still matters in a hot market

Florida's real estate market has seen sustained demand since the pandemic, with Northeast Florida benefiting from migration out of higher-cost metros and from companies relocating operations to the state. That growth has brought more agents into the field and more marketing noise into inboxes.

Stahl's observation that "everyone is oversaturated" reflects a dynamic visible across the First Coast. A buyer searching for homes in Ponte Vedra Beach or Amelia Island's A1A corridor may receive automated market updates from a dozen brokerages, all pulling the same data, all formatted similarly. A seller in Riverside or San Marco might get cold-call texts generated by lead-nurturing software.

In that environment, the marketing that gets remembered—and that ultimately generates a call when a homeowner is ready to transact—is often the marketing that feels specific and human. Stahl wants clients to recognize her updates before they see her logo, a goal that requires both editorial discipline and enough local knowledge to explain why a statistic matters. A median-sale-price increase means one thing in a barrier-island resort market, another in a fast-growing suburban school zone, and something else again in an urban historic district experiencing teardown-and-rebuild pressure.

For agents working neighborhoods undergoing rapid change—such as the Rail Yard District downtown, the Nocatee expansion in Ponte Vedra, or the Wildlight buildout in Nassau County—the ability to interpret data in context and communicate it clearly can differentiate a broker from the flood of automated content.

The 30-day commitment framework

Stahl's challenge to agents is operational: pick one marketing activity, commit to it for 30 days, put it on the calendar, and follow up with everyone who responds. Whether that's handwritten thank-you notes to past clients, a monthly neighborhood update, or door-knocking a specific set of streets, the goal is consistency over volume.

The approach assumes that real estate success in a local market comes less from reaching everyone than from being top-of-mind with a specific group of people when they're ready to move. That's a longer timeline than a social-media ad campaign, but it aligns with how many homeowners make decisions in Northeast Florida's more stable, less speculative neighborhoods.

A homeowner in Mandarin or Fleming Island might consider selling for two years before listing, watching the market, talking to neighbors, and evaluating whether the equity gain justifies a move. An agent who has been sending useful, recognizable updates for those two years—explaining what sold on the street, what new construction is planned nearby, or how flood-insurance changes affect waterfront values—has an advantage over the agent who sends a generic just-listed postcard once a quarter.

Stahl's framework also implies a filter: choose marketing that "feels right to you," she said, because the commitment required to do it consistently for months is hard to sustain otherwise. An agent uncomfortable writing might focus on video neighborhood tours; an agent who enjoys data might produce detailed market reports; an agent with design skills might create visual timelines of a community's growth.

What happens next

Stahl's interview at the Florida Realtors Convention & Trade Expo in August was part of the organization's programming on technology and marketing trends. Florida Realtors, the statewide trade association, holds annual conventions that draw thousands of agents, brokers, and vendors; the 2026 event featured sessions on AI tools, regulatory updates, and market conditions.

The organization has not announced specific follow-up programming on AI and marketing, but the topic is likely to remain a focus as the technology evolves and as agents assess what works in their local markets. Florida Realtors offers continuing-education courses and webinars on marketing, technology, and business development throughout the year.

For Northeast Florida agents, the practical test of Stahl's approach will be whether hyperlocal, voice-driven marketing can generate listings and referrals in a market where inventory remains tight and where national brokerages and venture-backed iBuyers compete with traditional independents.

The bigger picture

The tension Stahl described—between efficiency and authenticity, between automation and the personal touch—is not unique to real estate, but it has particular force in an industry built on trust and local knowledge. As the First Coast continues to grow, with new residents arriving from out of state and new subdivisions rising on land that was rural five years ago, the agents who succeed will be those who can explain not just what a property costs but what a neighborhood is becoming.

AI can draft the email, parse the MLS data, and schedule the posts. It cannot yet write the handwritten note that a condo owner keeps in a drawer for two years, or recognize which community event matters enough to photograph and share, or know which client question reveals an unmet need in the market. Stahl's bet is that the combination—machine efficiency plus human judgment—will outlast either one alone, a hypothesis hundreds of agents across Northeast Florida are now testing in their own practices.

Sources

  1. Florida Realtors: Keeping the personal touch in AI marketing