Revenue Generation Index: Understanding RGI in the hotel industry

A key performance indicator (KPI) in the hospitality industry, an RGI greater than 1.0 is considered to be outperforming its competitors in terms of revenue. In the bucket of external-facing KPIs, RGI is the biggie.

Inspired by the airline industry’s yield management practices, the metric was first popularized in the 1980s, when hotel chains began pursuing more data-driven revenue management strategies.

And nowadays in revenue management, data is everything.

Marriott Hotels was an early adopter of RGI and was credited in numerous case studies as helping the brand boost its hotel market share by accurately pricing rooms based on demand and competitor performance. 

Marriott's rise to the top has cemented RGI as an essential tool for modern hotel revenue managers. If you’re aiming for their level of success, mastering RGI is the first step.

But what is RGI? That’s the first of many questions we’ll address.

What is RGI?

Standing for ‘revenue generation index’, RGI is one of several KPI metrics used to compare your results with those of your compset. In this instance, it concerns your fair share of revenue.

Also known as the RevPAR index (RPI), it’s calculated by dividing your property’s revenue per available room by the average of your competitors, as supplied by a third-party vendor (often multiplied by 100 to avoid dealing in decimals).

The formula is as follows:  RGI = RevPAR / compset’s aggregate RevPAR

To give some context to the resulting RGI figure your hotel attains, use the following:

• RGI = 1.00, your hotel has its fair share of revenue

• RGI is > 1.00, your hotel is above its fair share

• RGI is < 1.00, your hotel is below its fair share

It’s a simple concept, but to stay competitive, it’s crucial to know what it is and how to drive it upwards

NB Take care not to confuse RGI with similar but different terms, such as market penetration index (MPI), which is calculated using hotel occupancy stats, and average rate index (ARI), which, as the name suggests, deals with competitors’ rates in relation to yours.

How to calculate RGI at your hotel

It’s a simple formula when expressed in a sentence, as it is above, and even simpler when using mathematical notation.

Let’s look at an example.

• Your hotel’s RevPAR for the past 12 months (or any period you choose) is $145

• The RevPARs of the 10 properties in your local compset for the same period, as sourced by a third-party data provider, are, respectively, $160, $142, $138, $155, $150, $143, $153, $144, $158 and $146

• Adding those figures together and dividing by 10 gives an average revenue per available room for your competitors of $148.90

• If RGI = your RevPAR / the average RevPAR of your compset

• Then your RGI = 0.97

But, as simple as the calculation might be, achieving a good RGI can take years to master and as with the example above, you may have your work cut out.

RGI is affected by a number of interconnected metrics, RevPAR itself being the most obvious one and, by extension, room rates and occupancy. 

These numbers fluctuate due to numerous factors, such as changes in demand and supply, your marketing efforts, and room pricing strategies. Additionally, how carefully you manage revenue with OTAs and other distributors impacts these metrics.

We’ll come on to improve these numbers but first, a quick look at what RGI reveals.

What RGI reveals about hotel performance and the competitive landscape

As we’ve already established, a healthy RGI is always above 1.0, signifying that your hotel is generating more RevPAR than its competitors.

Consistently maintaining or improving this metric shows that a property is competitive in both pricing and occupancy strategies.

By using RGI, you can fine-tune your revenue management strategies, identifying where you may be underperforming. You can then adjust your pricing, marketing or distribution tactics to capture more market share because that’s what this is all about: maximizing market share.

Tracking RGI over time enables you to stay responsive to market shifts and ensure your long-term success in a competitive landscape. Therefore, it’s worth reviewing it year-on-year, as well as for shorter periods of time, typically quarterly or monthly, to see whether you’re trending in the right direction.

It’s worth noting that it is possible to have too high an RGI if you achieve it through very high occupancy at the expense of RevPAR. If you underprice, you’ll dent your profits, which are, of course, the most important metric of any business.

4 Ways hoteliers can improve RGI

Improving your RGI goes hand-in-hand with improving your sales – for the right price. There’s a lot we could say about marketing strategy but in this section, we’ll focus on:

• What to offer to make your proposition more attractive

• Different routes to market

• Better ways to price your rooms

1. Offer additional amenities

When guests book a room, they aren’t just paying for a bed for the night. They’re paying for an experience and guest satisfaction. So, if you can offer value-adds that don’t impact too heavily on your bottom line, but both a) make your rooms more appealing and b) justify a slightly higher price, you’ll be on to a winner.

Examples that could increase your RevPAR and improve your RGI include:

• An airport shuttle or other transport from other hubs, or travel to and from tourist hotspots in your city

• Valet parking for those with their own transport

• Spa packages

• A welcome drink

• A round of golf

• Breakfast or breakfast add-ons

• Upselling through paid room upgrades – such as a sea view

• Early check-in and late check-out

2. Expand your distribution strategy

Your two basic routes to market can be summarized as:

• Direct bookings via your website (a.k.a. Brand.com) or over the phone or in person

• Third-party sales, either by allowing partners to buy inventory at wholesale prices or by letting OTAs advertise and sell your rooms for a commission.

The first route leads to a greater gross operating profit but often less reach, while the latter expands your visibility at the expense of margin.

This is the trade-off. Most hotels operate a hybrid distribution strategy to balance the two. The key question isn’t whether to work with OTAs, but how to manage those relationships so they support – rather than cannibalize –your bottom line.

To get this right, you need a technology stack that protects your rates on third-party sites while simultaneously boosting conversion on your own.

Control your inventory with Lighthouse Distribution

Getting a handle on parity is just the beginning. Lighthouse Distribution moves you beyond simple monitoring to active resolution. It serves as a central command center where you can detect rate discrepancies, identify the source of wholesale leakage, and catch technical connectivity errors before they cost you bookings. Instead of just seeing violations, you get the evidence needed to enforce compliance and the tools to automate revenue recovery.

Maximize profit with Lighthouse Direct

While you protect your rates externally, you need to win the booking internally. Lighthouse Direct ensures your website works as hard as your distribution partners. By benchmarking your direct channel performance and using AI to deliver personalized offers to visitors, you can treat your online guests with the same level of care as those at your front desk. This shifts the balance of power, helping you convert lookers into bookers and keeping more profit in-house.

It’s all about expanding and refining your distribution strategy, and ensuring that listings appear where travelers are most likely to see them and act.

3. Monitor and adjust your room pricing 

An effective pricing and promotional strategy is the strongest lever you have to improve your RGI. But in today's fast-moving market, simply matching competitor moves with similar room rates is no longer enough.

Dynamic pricing requires you to weigh countless factors – from market demand and local events to occupancy trends and online reputation. Trying to collate and analyze this data manually is impossible; by the time you’ve built the spreadsheet, the market has already shifted.

Lighthouse Pricing solves this by delivering more than just rate shopping. It combines real-time competitor intelligence with advanced demand forecasting to show you the full commercial picture.

Instead of waiting for competitors to drop rates, you get a forward-looking view of market intent up to 365 days out.

This allows you to spot high-demand dates early and adjust your strategy before your competitors even react. With live data on both hotels and short-term rentals side-by-side, plus transparent AI recommendations to guide your decisions, you can confidently set rates that capture the maximum possible revenue.

4. Benchmark RGI with the right software

Competitive benchmarking shows how you are performing against your competitive set or within your market. The success of your benchmarking hinges on possessing the right data - if the data you are using is comprehensive, reliable and accurate, you are off to a good start.

To get a picture of how your RGI is tracking against your competitors, you need to consistently collect and analyze data from your competitors.

Traditionally, getting the right data in a timely, usable format has been the toughest barrier to effective benchmarking. Either the data is outdated, unreliable, or it lacks key elements that then undermine your strategic decisions. 

Save yourself the headache of hours of manual collection, sorting, and analysis with Lighthouse Performance, which brings your KPIs together into a single dashboard and refreshes your data automatically, so you constantly have the freshest data to work with. 

Having a unified performance tool in place with an intuitive user interface means you can continually monitor your RGI against a dynamic "Smart Compset" with ease. This helps you understand where you are situated within the true competitive landscape.

This will help you find opportunities for immediate action and monitor your position over time to see how your actions are impacting short and long-term performance.

In today’s tech-driven world, a solution that provides lightning-fast insights with an easy-to-operate interface is a must-have to get the edge on your competition.

Improve hotel performance with a data-powered revenue strategy

While RGI is important, it’s only a single performance metric, one that must be viewed in the context of a comprehensive revenue management strategy. To drive optimal business performance, you'll need to make informed decisions on a range of KPIs that consider the entire commercial spectrum.

Other key KPIs to consider include:

• Market Penetration Index (MPI). The MPI shows how your occupancy percentage compares to your market, and if you’re capturing your fair share of demand. 

• Average Rate Index (ARI). Your ARI measures your ADR against your competitors.

By leveraging the industry's most diverse, reliable, and real-time data sets, Lighthouse Performance provides unparalleled clarity in tracking RGI, MPI, and ARI.

It goes beyond simple tracking by integrating these external benchmarks directly with your internal business intelligence. These unified insights empower you to make more informed strategic decisions, sharpening your competitive edge without the need to toggle between different reports.

Implementing an effective revenue management strategy requires the best tools using the best data. But you shouldn't have to piece them together yourself.

Rather than managing separate solutions for benchmarking, business intelligence, and rate shopping, the Lighthouse Commercial Platform offers a complete, interconnected suite. This allows you to optimize revenue and gain market share using a single source of truth.

We also have a number of additional resources that crossover with this topic and outline ways of leveraging data in revenue management, including material on revenue metrics, a beginner’s guide to hotel market intelligence, a benchmarking workflow guide and a guide to mastering hotel data analytics.