OTA Escape Velocity: estimating the economics of direct repeat bookings

A direct repeat booking can change channel economics. To estimate the impact, a hotel needs its own commission terms, direct-channel costs and guest data. This is an illustrative calculation, not a hotel result or a TTE implementation outcome.

Start with channel cost

Assume, purely for illustration, 100 rooms, 65% occupancy, an average room rate of €85, a 55% OTA share of room revenue and an effective 18% commission. These inputs are invented for the formula; they are neither industry averages nor a particular platform's terms.

100 × 0.65 × 365 × €85 = €2,016,625 is hypothetical annual room revenue. €2,016,625 × 0.55 × 0.18 ≈ €199,646 is hypothetical commission expense if the rate applies to all selected OTA room revenue. That is a channel cost, not a project budget or potential profit.

What changes when a returning guest books direct

For an existing guest, compare the contribution from two versions of the same stay: booked via an OTA and booked direct. From avoided commission subtract direct-channel acquisition, payment, communication, reward and programme operating costs. Account for any discount and the cost of serving the room. If a direct booking merely replaces an OTA booking, room revenue has not increased; costs and contribution have changed.

Model genuinely additional stays separately, including their revenue, variable costs, acquisition cost and potential displacement of other demand. Only then can the hotel estimate profit or programme payback. A change in repeat rate alone does not establish that the programme caused it.

Test the decision with your own data

1. Use actual channel revenue and contracted commissions for the same period.
2. Define repeat bookings using an agreed guest-identity rule and check data quality.
3. Compare OTA and direct costs for comparable dates and segments.
4. Model several repeat-visit scenarios and the full cost of implementation and operation.

The model is a prompt for your own P&L, not a universal payback threshold. Discuss your inputs and project scope with TravelTechExpert →