| The Challenge
Hospitality is famously messy from the outside, but the reality is even more complicated than most people realize. A single Wyndham-flagged hotel might be owned by a private investor in Connecticut, run by a national management company, supervised by a regional Wyndham marketing team, and operated day-to-day by a local GM and director of sales and marketing. Each of these stakeholders has a say in any new vendor decision, and each has its own definition of acceptable risk.
Beyond that, there are corporate security reviews, marketing-technology assessments, insurance audits, and comprehensive regulatory compliance checks. All of this to ensure that the Clairvoyix solution is the right fit for the job before a single record ever changes hands.
“Guest records come from dozens of sources: property management systems, reservation (CRS) engines, OpenTable, loyalty enrollments, call centers, paper forms at the front desk,” shares Schmitt. “Each source may spell names a little differently. Email addresses might change between trips. Phone numbers can age out. A guest who books with a personal email one weekend and a corporate one the next can end up duplicated several times in a database. And that’s before someone moves or gets married!”
Clairvoyix needed a scalable data hygiene partner—one that could manage its massive, ever-changing global databases without painful cost spikes on every major win. An early stint on a per-record pricing model from another data vendor effectively penalized Schmitt and his team for their success in cleansing, validating, and updating records as data hygiene costs grew with each new client.
One more wrinkle? Corporate brands don’t always give individual properties an approved marketing program. Properties will then invent their own, either sending “eblasts” from personal Outlook or Gmail accounts or handing the guest list to a third-party marketer who walks off with it when the engagement ends. Wyndham, like every major brand, needed Clairvoyix to deliver something properties could actually use, so they wouldn’t need to go rogue.
| The Solution
Clairvoyix standardized on the Melissa Data Quality Suite years ago and never looked back. Every record entering the system passes through a select set of Melissa tools before it lands in a marketing database:
- Address Verification — USPS CASS+4 and Canadian postal-code standardization. This is the anchor of household-level identity and the foundation for feeder-market analysis.
- Email Verification — global email verification and standardization, so ‘sends’ don’t bounce and dead addresses stop inflating audience counts.
- Phone Verification — global phone correction and validation, including line-type information that flags which contacts can receive SMS
- Geocoding — geographic enrichment that powers drive-versus-fly modeling, ZIP-level prospecting, and event-day proximity sends
Supported by these tools, Clairvoyix builds a composite database key from pieces of first and last names combined with the standardized and corrected mailing address, email address, and phone number. Sitting behind that is a permanent synthetic key the system can never accidentally duplicate. The result is one of the most stubbornly powerful identity layers in hospitality. “A guest who loses a loyalty card, books under a slightly different name, or later turns up as an OpenTable reservation at the hotel’s restaurant still gets tied back to the same person,” Schmitt explains.
Validation processes run hands-off. Whether nightly or “near real-time,” the platform pulls incremental data from the property management system or other source system, runs it through Melissa’s services, and updates the marketing database. The next morning, property personnel open a refreshed dashboard revealing new audience counts, valid email percentages, feeder market breakdowns, and a Data Integrity tab that tracks database growth week over week and month over month. That last view has quickly become a formidable management tool. General Managers use it to see whether the front desk and the call center are actually capturing the data their marketing team needs. This is a critical component to a strategy of converting OTA guests to direct booking guests.
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| The Results
After an accelerated vetting process, Wyndham named Clairvoyix a preferred supplier. The first Wyndham property to come online, in Deerfield Beach, Florida, produced impressive campaign results based on more accurate guest targeting supported by clean, standardized past guest data.
- No manual cleaning of lists or managing data workflows was required, as integrated data quality tools identified and matched records across fragmented systems and reduced duplicate guest profiles.
- Wyndham had ready visibility into campaign performance through Clairvoyix dashboards and attribution reporting, strengthening the company’s confidence that they were reaching the right targets with smart, appropriate communications.
- Results were so strong that Clairvoyix is looking at new opportunities across the Wyndham portfolio.
The internal Wyndham sales team, responsible for keeping franchisees flying the Wyndham flag, now promotes Clairvoyix as a valuable resource to properties looking for revenue help.
When asked what Clairvoyix’s Melissa implementation makes possible, Schmitt responded: “Data accuracy that protects the brand and the property; economics that don’t penalize growth; and ease of integration and ongoing maintenance.”
Because every record is cleansed and matched before it sees a send list, marketers can be aggressive without being reckless. The platform isn’t just hitting the right people; it’s keeping the brand out of the wrong inboxes.
Melissa’s server-based licensing means hygiene costs don’t necessarily increase with every new record added to the database. It’s a flexible pricing structure that scales with business needs. That predictability is part of the technology’s viability in the hospitality space.
Schmitt calls Melissa’s APIs, code samples, and documentation “top drawer.” That has practical consequences for a small engineering team. The data layer doesn’t demand attention it shouldn’t. Automated services like NCOA processing run as an unattended send-and-receive against Melissa whenever a postal hygiene pass is needed.
