Research
Original research on AI-era discovery in South Florida
Generic AI articles are easy to produce and easy to ignore. What is scarce is firsthand, local, dated evidence: what AI-assisted platforms actually answer for South Florida buyers, which sources those answers rely on, and what changes over time. That is what this page will hold.
Flagship study
South Florida AI Visibility Index, coming soon
A recurring, dated study of how AI-assisted search platforms answer commercial questions about local businesses across Boca Raton, Palm Beach County and the wider South Florida market, by category, with the competitors that recur and the sources that support the answers.
What it will measure
- recommendation mention patterns on a fixed query set
- competitor recurrence by category and area
- source and citation types behind generated answers
- readiness signals on the businesses’ own sites
- change between editions
How it will be produced
- fixed commercial queries with exact text saved
- platform, model and timestamp recorded for every query
- readiness reviewed with the same five-category rubric as the free check
- limitations and raw aggregate data published where safe
Planned research
Each of these is published only when we have real, dated evidence to show. The order will follow client work and data availability.
Boca Raton category studies
Single-category deep dives, for example home services or professional services, with the query set, observed sample and source analysis published.
Local prompt datasets
The commercial questions South Florida buyers actually ask, by category, for reuse in audits and benchmarks.
Source and citation analysis
Which websites, reviews, directories and publications support AI answers about local businesses, and how that differs by category.
Workflow ROI studies
Anonymized, client-approved before/after measurement of AI lead response, missed-call recovery and knowledge assistants.
Anonymized case studies
Published only with client permission and with the baseline, method and limitations included.
Firsthand implementation lessons
What worked, what did not, and what we changed, written from our own projects.
Want your business included in the baseline?
Run the free visibility check. It uses the same five-category rubric the Index will use, and you get your own report now.