Interactive demonstration

Guest Return Signals

A fictional five property group, Banyan Coast Hospitality, with 900 invented guest reviews across March to August 2026. Nothing here comes from a real hotel or a real guest.

Guest Return Signals

Banyan Coast Hospitality, a fictional five property group

Synthetic demonstration data

Months

Would return

54.0%

486 of 900 reviews

Reviews in view

900

after all filters

Mentions a previous stay

230

counted separately

Approximate locations

Bangkok Riverside, Urban business hotel. Approximate location: Bangkok.
Chiang Mai Garden, Leisure retreat. Approximate location: Chiang Mai.
Phuket Cove, Beach resort. Approximate location: Phuket.
Krabi Bay, Family resort. Approximate location: Krabi.
Samui Retreat, Upscale island resort. Approximate location: Koh Samui.

Return intent

Would return486 of 900 (54.0%)
Would not return128 of 900 (14.2%)
Conditional or unclear150 of 900 (16.7%)
Not stated136 of 900 (15.1%)

Would return by month

Themes appearing alongside the intent

These are things mentioned in the same review. They are not proof that the theme caused the intent.

Theme	Reviews	Would return
Food and beverage	210	138 of 210 (65.7%)
Location	209	140 of 209 (67.0%)
Pool and grounds	193	137 of 193 (71.0%)
Cleanliness	191	100 of 191 (52.4%)
Value	152	65 of 152 (42.8%)
Front desk	150	88 of 150 (58.7%)
Room condition	136	62 of 136 (45.6%)
Noise	114	19 of 114 (16.7%)
Booking and billing	101	15 of 101 (14.9%)

The reviews behind the numbers

Revenue scenario

You type the assumptions and the page multiplies them. Nothing here is derived from the review numbers above. It is not a forecast, not profit, and it assumes the rooms are available and no other booking is displaced.

Additional stays per monthNights per stayAverage daily room rate (THB)

Illustrative monthly gross room revenue

THB 180,000

assumption only

Brief for the data team

Written in your browser from what you selected. Nothing is sent anywhere.

Business question

DATA TEAM BRIEF (fictional demonstration, synthetic data)
Working group: Banyan Coast Hospitality (fictional)

Business question
Where are guests saying they would return, and what should we check in our own booking data?

Scope
Properties: Bangkok Riverside, Chiang Mai Garden, Phuket Cove, Krabi Bay, Samui Retreat
Period: Mar 2026, Apr 2026, May 2026, Jun 2026, Jul 2026, Aug 2026
Theme filter: none

Proposed metric definition
Explicit positive return mentions divided by all reviews in the same filter.
Current view: 486 of 900 reviews (54.0%).
Reviews mentioning a previous stay are counted separately: 230.

Authorized data needed
- Review records with property, date and full text
- Guest survey responses for the same period
- Booking records that allow repeat stays to be identified
- Occupancy and rate data for context

Validation steps
- Hand check a sample of classifications against the source text
- Confirm how reviews are collected before treating them as representative
- Agree the definition of a repeat stay with the commercial team
- Compare stated intent with observed repeat bookings

Limitations
- All figures in this demonstration are synthetic
- A positive rating is not the same as return intent
- Stated intent is not an observed booking
- Themes appearing alongside intent are associations, not causes

Suggested first deliverable
One inspectable report for three properties where every number can be clicked through to the records behind it.

Illustrative revenue scenario (assumption, not a forecast)
20 additional stays per month x 2 nights x THB 4,500 = THB 180,000 gross room revenue.

Methodology and limits

Every property, guest, review and number in this demo is invented for the demo.
Review samples are not automatically representative of your guests.
A positive rating is not the same as saying you would come back.
Saying you would come back is not the same as a booking.
Themes that show up alongside an intent are associations, not causes.
A real build needs access to your data and a round of validation before anyone trusts a number.

Fictional demonstration built by SolisMatica. Banyan Coast Hospitality and its five properties do not exist, and all figures are synthetic.

Back to the use case Discuss a three-property pilot

Independent SolisMatica demonstration. All hotel identities, guest examples, and performance figures are fictional or synthetic. No client engagement, hotel endorsement, or measured business result is implied.