Revenue Forecasting · Portfolio Planning

Stop budgeting blind. Start forecasting with data.

Forward-looking revenue models for your entire portfolio. Scenario planning, budget targets, and occupancy forecasts — built on the same pricing intelligence that powers your day-to-day rate decisions.

✓ Scenario planning (best / base / worst) ✓ Budget-to-actual tracking 12-month forward occupancy forecasts Multi-property roll-ups · Owner-ready reports
Request Early Access Beta program · Portfolio managers with 30+ properties

PMs set annual budgets based on last year’s numbers and gut feel. No forward-looking models, no scenario comparison, no real-time tracking of budget-to-actual performance.

Revenue surprises — both good and bad — are the norm. Owners ask for forecasts PMs can’t deliver. And when the market shifts mid-year, there’s no tool to model the impact before it hits the P&L.

68%
of PM budgets miss by >15% annually
0
PM-specific forecasting tools on the market
12mo
forward forecast window, updated weekly

Revenue forecasting in short-term rental is stuck in spreadsheets.

Property managers are expected to deliver accurate forecasts to owners, lenders, and investors — using tools that were never built for the job.

01

Budget season is a guessing game

Most PMs build next year’s budget by copying last year’s numbers and applying a flat growth percentage. No market data, no demand signals, no seasonality modeling. It works until it doesn’t — which is most years.

02

No scenario comparison tools exist

What happens if ADR drops 10%? If occupancy shifts from 72% to 65%? PMs can’t model scenarios because their tools don’t support it. Decisions get made on instinct, not analysis.

03

Owners expect forecasts PMs can’t deliver

Sophisticated owners — especially investors and multi-property holders — expect data-driven revenue forecasts. PMs either underpromise to manage expectations or overpromise and damage trust.

04

Budget-to-actual tracking is manual and delayed

When PMs track budget performance at all, it’s a monthly spreadsheet exercise. By the time variance is identified, it’s too late to course-correct. Real-time deviation alerts don’t exist.

Three phases from historical baselines to predictive intelligence.

Start with data you already have, layer on market signals, and build toward a forecasting engine that gets smarter with every booking cycle.

Phase 1 MVP — Historical-Based Forecasting 30–60 days
01

Ingest 12–36 months of historical performance

Pull revenue, occupancy, and ADR data per property from the PMS. Normalize seasonal patterns, identify high/low periods, and build baseline revenue curves for each property and the portfolio.

02

Generate 12-month forward forecasts

Apply seasonal adjustment, growth trends, and market-level signals to historical baselines. Output: monthly revenue, occupancy, and ADR forecasts per property and at the portfolio level.

03

Scenario modeling (best / base / worst)

Three forecast lanes per property: optimistic (market tailwinds), baseline (current trajectory), and conservative (market headwinds). PMs choose which to present to owners — or show all three.

04

Owner-ready PDF reports

Generate branded forecast reports owners can share with lenders, accountants, or investment partners. Professional formatting, clear visualizations, and Pacer-branded credibility layer.

🎯

Success criteria: PMs replace spreadsheet budgets with data-driven forecasts within 30 days of onboarding

Phase 2 Dynamic Forecasting Engine 60–120 days
01

Real-time budget-to-actual dashboard

Live comparison of forecast vs. actual revenue per property and portfolio-wide. Variance alerts trigger when a property drifts beyond configurable thresholds — before month-end surprises.

02

Market signal integration

Layer in event calendars, competitor pricing trends, booking pace data, and seasonal demand shifts. Forecasts auto-adjust as market conditions change — no manual model updates required.

03

What-if scenario builder

Interactive tool for PMs to model specific scenarios: “What if I raise rates 8% in Q3?” or “What if occupancy drops 5 points next month?” Instant forecast recalculation with revenue impact summary.

04

Portfolio roll-ups & drill-downs

Aggregate forecasts across the full portfolio with one-click drill-down to market, client, or individual property. Executive-level view for PM leadership — property-level detail for operations.

Outcome: Forecasts update weekly with live market data — PMs stop reacting and start anticipating

Phase 3 Scale — Predictive Intelligence 120+ days
01

ML-powered forecast accuracy

As the dataset grows across hundreds of properties, forecasts move from statistical baselines to machine-learning models trained on actual PM portfolio performance. Accuracy improves with every cycle.

02

Benchmarking across the Pacer PM network

Anonymous, aggregated comparisons: “Your Gulf Shores portfolio forecasts 8% below the network average for Q3.” PMs see where they’re outperforming and where they’re leaving money on the table.

03

Lender & investor integration

Direct API for lenders and investment groups to pull forecast data on properties they finance. Pacer becomes the trusted data layer between PMs and capital providers — a new distribution channel.

🚀

Outcome: Pacer’s forecast data becomes the industry standard for short-term rental revenue planning

Five capabilities that turn revenue guesswork into forecasting confidence.

Every feature exists to answer one question: “What will this portfolio earn in the next 12 months — and what levers can I pull to change it?”

📊

Automated 12-month revenue forecasts

Pacer generates forward-looking revenue models per property using historical performance, seasonal patterns, and market-level demand signals. Updated weekly — no spreadsheets, no manual data entry.

Scenario modeling (best / base / worst case)

Three forecast lanes for every property. PMs present owners with data-backed ranges instead of single-point estimates. Interactive what-if builder lets you model rate changes, occupancy shifts, and market events in real time.

📈

Budget-to-actual dashboard with variance alerts

Live comparison of forecast vs. actual revenue. Configurable threshold alerts fire when a property drifts off-budget — before month-end reporting reveals the gap. Course-correct in real time, not after the fact.

📄

Owner-ready forecast reports

Branded PDF reports with professional visualizations. Owners share with lenders, accountants, and investment partners. Pacer-branded credibility layer elevates PM professionalism and builds owner trust.

🌐

Portfolio roll-ups and market benchmarking

Aggregate forecasts across all properties with drill-down by market, client, or unit type. Network benchmarks show how your portfolio compares to peers — identifying upside you’re not capturing.

Per-unit pricing that scales with your portfolio.

Simple, predictable pricing. No percentage of revenue, no surprise fees. The more properties you manage, the lower your per-unit cost.

Base Pricing
$2–5
per property/month — tiered by portfolio size, billed annually or monthly
Free Tier
10 properties
basic forecasts free forever — scenario modeling and alerts on paid plans
Enterprise
Custom
white-label reports, API access, lender integrations for 500+ unit portfolios
Forecast accuracy isn’t a nice-to-have — it’s a competitive moat. PMs who can show owners data-driven forecasts win more contracts than those who can’t.

Pacer · Revenue Forecasting Tool

Built for PMs who need answers, not dashboards.

Every design decision optimizes for one thing: forecast accuracy that PMs trust enough to share with owners, lenders, and investors.

🎯

Data-driven, not gut-driven

Forecasts built on historical performance, market signals, and booking pace — never flat-rate assumptions or last year’s copy-paste.

📄

Owner-ready by default

Every report is formatted for external audiences. PMs never need to “clean up” data before sharing with owners or lenders.

Real-time accuracy

Forecasts update weekly with fresh booking and market data. Variance alerts fire the moment a property drifts off-budget — not at month-end.

📊

Portfolio-level intelligence

Roll-ups, drill-downs, and network benchmarks give PM leadership a complete view — from individual property to entire portfolio.

The forecasting layer the STR industry doesn’t have yet.

Pricing tools optimize today’s rates. Forecasting tools model tomorrow’s revenue. No one in the short-term rental ecosystem has built this — Pacer is first.

Capability What Pacer Delivers
Revenue forecasting 12-month forward models per property, updated weekly with live data
Scenario modeling Best / base / worst case lanes with interactive what-if builder
Budget-to-actual tracking Real-time variance dashboard with configurable alert thresholds
Owner reporting Branded PDF forecasts — professional, sharable, lender-ready
Portfolio analytics Multi-property roll-ups with drill-down by market, client, or property type
Network benchmarking Anonymous peer comparison across the Pacer PM network by market
Competitive moat Proprietary forecast accuracy data strengthens with every PM onboarded — network effects compound
Pricing tools tell PMs what to charge tonight. Pacer tells them what they’ll earn this year — and what levers to pull if the answer isn’t good enough.

Pacer · Revenue Forecasting Tool · Category positioning

Revenue Forecasting · Pacer

Stop guessing. Start forecasting.

Data-driven revenue forecasts, scenario modeling, and budget tracking — built for property managers who answer to owners, lenders, and investors.

Request Early Access

Early access beta · jon@pacerrev.com