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Currently available for select engagements

Hire Data Analyst for Travel Agencies
Senior, direct, no layers

Hire a data analyst for travel agencies: A data analyst turns the records you already hold into decisions: which services convert, where enquiries come from, where budgets leak, and what to change next. Senior-only delivery, a fixed scope agreed before build, and direct communication throughout.

15+
Years Experience
100+
Projects Delivered
6
Countries Served
$25M+
Revenue Enabled
Travel Agencies — Data Analyst

A senior data analyst for travel agencies

A travel agency's enquiries and its bookings often tell different stories. A destination can generate a stream of enquiries and almost no bookings, a channel can look productive because it produces quotes while another channel quietly produces travellers, and a booking that looks profitable can lose its margin to amendments and cancellations that are recorded elsewhere. Until enquiry, supplier and booking records are joined on a single trip, the agency cannot tell which destinations and channels actually earn money.

The analyst work follows each enquiry to a booked and travelled trip, or to a documented loss, split by destination and trip type. Bookings are costed after supplier rates, agency fees, amendments and cancellations, because the change fee is where many trips quietly lose their margin. Lead response time is measured by channel, since a traveller who waits days for a first response is a different lost sale from a traveller who waits for a quote and then chooses a competitor.

From that joined journey, the agency can decide which destinations to promote, which channels deserve more effort, where amendment losses concentrate, and how quickly enquiries need an answer to convert. Book a free discovery call to check whether your enquiry, supplier and booking records can be joined on a single trip before scoping the work.

What you get

What this engagement covers for travel agencies

  • Enquiry to booking by destination — Enquiries are followed to a booked and travelled trip, split by destination and trip type, so a destination that generates enquiries but rarely books is judged fairly.
  • Supplier margin after fees and changes — Each booking is costed with supplier rates, agency fees, amendments and cancellations, so a high-volume destination that loses money on changes is visible.
  • Cancellation and amendment pattern — Cancellations and amendments are grouped by destination, lead time and booking channel, showing whether losses come from a destination, a channel or a booking habit.
  • Repeat traveller view — Repeat travellers and referred travellers are tracked separately from first-time enquiries, so loyalty is measured rather than claimed.
  • Lead response and conversion — Time from enquiry to first response and to booking is measured by channel, because a slow first response loses a different kind of traveller from a slow quote.
  • Booking channel comparison — Direct, phone, website and partner channels are compared on bookings and on margin kept, so channel effort follows evidence rather than habit.
Tools and systems

Built around the tools travel agencies actually run

Travel agencies usually run an enquiry inbox or CRM, a booking system or supplier portal, and an invoicing or accounts system, with supplier rates that may arrive by email or portal. The engagement reads exports from those sources, and the booking identifier is agreed before any conversion figure is produced, because an enquiry and a booking are only the same trip if the agency can say how they are linked.

Amendment and cancellation records deserve particular care: a trip that changed destination, date or party size is not the same trip it was booked as, and counting it as both an original and a changed booking double-counts demand. The report states the rule used for amended trips, so destination figures are comparable across periods.

How it works

From kickoff to delivery for travel agencies

  1. Follow each enquiry to a trip or a loss

    Enquiries are matched to bookings, amendments and cancellations on a single trip record, with unmatched records counted.

  2. Cost bookings after amendments

    Each booking is costed with supplier rates, fees, amendments and cancellations, so margin is measured on the trip as travelled.

  3. Compare destinations and channels on margin kept

    Destinations and channels are ranked on bookings and on margin kept, not on enquiry volume alone.

  4. Agree the promotion and response changes

    The report ends with destination, channel and response-time actions, plus the cleaned booking file for the next season.

Outcomes

What changes when this is done well

An agency that completes this work should be able to say, for each destination and channel, how many enquiries became travellers, what margin those travellers kept after amendments and cancellations, and how quickly enquiries were answered. Repeat and referred travellers become a measured share of bookings, not a claim about loyalty.

The work cannot create demand for a destination or stop travellers cancelling. It can show which destinations, channels and booking habits lose money, and which lead response times are worth fixing first, so marketing and staffing effort goes where it converts. Contact Omer to talk through your destinations and channels.

Why Omer

Why hire Omer

  • Trips followed to travel: An enquiry is only counted as converted when the trip was booked and travelled, not when a quote was sent.
  • Margin after amendments: A booking is costed as travelled, including amendments and cancellations, not as first quoted.
  • Destinations ranked on bookings: A destination that attracts enquiries but rarely books cannot hide behind enquiry volume.
  • Channels compared on margin kept: A channel is judged on the margin its travellers kept, which separates productive channels from busy ones.
  • Response time measured by channel: Lead response is timed per channel, so a slow first reply is fixed where it actually loses travellers.
FAQ

Questions, answered

How is this different from a dashboard build?
A dashboard shows figures. This work first joins enquiry, supplier and booking records so the figures are trustworthy, then reports them with the decisions they imply, such as which destinations to promote and which channels to invest in. A dashboard on unjoined records would simply display the same gaps faster.
Will you tell us what is working, or just show us charts?
What is working, in plain language, with the action it implies. A destination that books well but loses margin on amendments gets a different recommendation from a destination that never books at all, and the report says which is which.
What if our data is messy?
Enquiry, booking and supplier records often live in different systems, and the first task is to join them on a booking identifier. Records that cannot be joined are counted openly, and the report states which figures they affect.
Can you forecast peak holiday season?
Past seasons show the shape of demand, the lead times and the destinations that book earliest, which is a sound basis for planning. Any forecast is presented with its uncertainty stated, because a season can resemble last year without repeating it.
What do you need from us to start?
Enquiry records, bookings, supplier rates and invoices, and cancellation and amendment records for an agreed period, plus the destinations and trip types as the agency defines them.
Currently available for select engagements

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