# The Data-Driven Approach to Michigan STR Management

_Gut instinct isn't a strategy. Every pricing, listing, and operational decision should trace back to data._

## Gut Feel vs. Data

Most vacation rental management decisions are made on instinct. The rate “feels right.” The listing “looks good.” Occupancy “seems okay.” These are the hallmarks of gut-feel management, and they produce gut-feel results — sometimes good, sometimes bad, never optimized.

Data-driven management replaces “feels right” with “the data shows.” The rate isn’t right because it seems reasonable — it’s right because [booking pace](/booking-pace-analysis/) is on track, competitive positioning is favorable, and [RevPAR](/how-to-read-vacation-rental-performance-data/) is above the top quartile of comparable properties.

## The Metrics That Matter

**ADR (Average Daily Rate):** What you earn per booked night. Important, but meaningless in isolation. A $300 ADR with 40% occupancy earns less than a $200 ADR with 70% occupancy.

**Occupancy Rate:** Percentage of available nights that are booked. Also meaningless alone — 90% occupancy at $100/night isn’t better than 70% occupancy at $200/night for most properties.

**RevPAR (Revenue Per Available Night):** ADR multiplied by occupancy rate. This is the metric that matters. It captures both rate and occupancy in a single number. A RevPAR of $140 means your property earns $140 for every night it’s available — whether booked or not. This is the number to benchmark.

**Booking Pace:** How fast your future calendar is filling compared to the same period last year. The only [forward-looking metric](/booking-pace-analysis/) in the group.

**Click-Through Rate:** Percentage of search impressions that result in a listing view. Low CTR means your [title](/listing-title-ab-testing/) and [hero image](/photography-ab-testing-hero-image/) aren’t working.

**Conversion Rate:** Percentage of listing views that result in a booking. Low conversion means your pricing, description, photos, or reviews are losing the guest after the click.

**Review Velocity:** Number of new reviews per month. Higher velocity improves [search ranking](/what-is-ota-seo-why-managers-get-wrong/) and provides more social proof for future guests.

## Benchmarking: Top 10%, Not Average

Most managers benchmark against “the market.” That means comparing your property to the average of all comparable listings in your area. The problem: the average includes poorly managed properties, overpriced listings, and properties with bad reviews dragging down the mean.

We benchmark against the top 10% of comparable properties in your micro-market. These are the listings with the highest RevPAR, the best reviews, and the strongest conversion rates. They represent what’s actually achievable with professional management — not what’s typical with average management.

If your property’s RevPAR is at the market average, you’re not performing well. You’re performing like everyone else. The gap between average and top 10% is where the real revenue opportunity lives.

## The Reporting Cadence

Monthly statements tell you what happened. They don’t tell you what to do next. The reporting cadence that actually drives improvement is weekly pricing reviews (booking pace, rate adjustments), monthly performance summaries (ADR, occupancy, RevPAR vs. benchmarks), and quarterly strategy reviews (competitive positioning, listing optimization, seasonal outlook).

If your current manager sends you a monthly PDF and schedules no regular calls, you’re receiving reporting — not management. The difference is that management uses the data to make decisions. Reporting just tells you what the decisions already produced.

## What Data-Driven Looks Like at ROAM

Every property in our portfolio has a real-time dashboard. Revenue, occupancy, ADR, booking pace, review scores, and competitive positioning — updated continuously, not monthly. We use [ROAM Signal](/what-our-tech-stack-does/) to track search ranking and competitor changes daily. We use PriceLabs for dynamic pricing with weekly human oversight. And we use OwnerRez for operational data that feeds the entire system.

The data doesn’t make the decisions. It informs them. A human reviews the data weekly and decides what needs to change. That’s the model: automation for data collection, human judgment for strategy.

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_Source: https://roammgmt.com/data-driven-str-management/ — a machine-readable copy of this page. Prices and availability, where relevant, are live on the site._