M1 Intel
Lead response time · Matrix by M1 Intel

Lead response time.
The clock you can't see is the one you lose to.

Matrix is lead response time tracking for hotels — measuring the minutes from inquiry to first reply, by seller, by source, by property. The data the planner is using to choose between you and the property down the street has been invisible to your team. Not anymore.

0 hrs

Average hotel group inquiry response time, before Matrix.

Matrix Lead Response Time dashboard showing average response by seller and by source, with a column for fastest and slowest responses.

Why hotels lose group business they don't even know they're losing

The planner who got an answer first
signed somewhere else by Wednesday.

Hotel group business has always been won and lost on the basis of who responded fastest. Hotels have been tracking everything else — booking pace, lead source, conversion rate — but the one number that predicts the win has been invisible.

Inquiries sit in inboxes for a day.

The lead comes in Tuesday at 4pm. The seller sees it Wednesday morning. By the time the reply goes out, the planner has heard from three competitors. The deal was lost before the seller knew the deal existed.

Nobody at the property knows the average.

Ask the DOSM how fast the team responds. They will guess two hours. Look at the data and it's fourteen. The gap between what the property thinks and what is happening is where the lost business lives.

Source data sits in three places.

Engine inquiries land in one inbox. Meeting Broker in another. One Source in a third. Direct emails in the seller's personal inbox. Without one record of when each one arrived, there is no average to measure.

How Matrix handles it

The product views built
for this work.

01 · Auto-timestamping

The clock starts the second the lead lands.

Matrix monitors the sales distribution list and timestamps every inbound inquiry the moment it arrives. Engine, Meeting Broker, One Source, direct email — all unified into one lead record with one arrival time. The seller's first response — reply, activity log, contract send — stops the clock. No manual logging. No guessing.

Matrix lead detail screen showing the arrival timestamp, the first-response timestamp, and the calculated response duration in minutes.

02 · By seller, by source

See who is fast. See where the leads are slowest.

The dashboard slices response time by seller, by source, by property. The DOSM sees which seller is consistently under an hour and which one is sitting at six. The corporate office sees which property is fastest across the portfolio. The patterns are visible immediately — and they almost always tell you something the team didn't know.

Matrix Lead Response Time breakdown by seller showing average response duration, fastest response, and lead volume per seller.

03 · Alerts

Surface the leads aging in real time.

Matrix flags any lead crossing the property's response threshold while it is still aging — not after the fact. The MDLA sees a count of leads over the limit on the home screen. The DOSM gets the alert when a lead has been sitting for two hours, not when a planner emails back asking why they haven't heard from anyone.

Matrix Lead Agent alert showing leads currently aging past the property response threshold with seller assignment and elapsed time.

Average response drops from hours to minutes,
and the team didn't have to work any harder.

When the clock becomes visible, the average drops on its own. The DOSM has a number to manage. The seller has a number to beat. The owner has a number that correlates directly to win rate. The thing that was invisible becomes the lever the team pulls on.

0 min

Average response time on Matrix after the first ninety days.

What operators say about this

Real operators.
Verified reviews.

Quotes from public Hotel Tech Report reviews. Lightly trimmed for length, source language preserved.

Matrix keeps my accounts, opportunities, and client communications organized across multiple properties in one place. Emailing directly from the platform while automatically logging activities saves valuable time and helps me stay focused on driving revenue.

National Sales Manager

Multi-property, Boutique

Verified review on Hotel Tech Report
I've seen a measurable impact on the revenue I generate, thanks to the time it saves and the clarity it brings to managing group and corporate bookings.

Sales Manager

Large Boutique

Verified review on Hotel Tech Report

Operator questions

Answered straight,
no marketing-speak.

  • How does Matrix know when a lead arrived?

    Matrix monitors the property sales distribution list and parses inbound inquiries from Engine, Meeting Broker, One Source, and direct email. The arrival timestamp is the moment the message hit the inbox — not the moment the seller noticed it, not the moment it was logged. The clock measures the gap that actually matters to the planner.

  • What counts as a 'response'?

    The first outbound action against the lead: a reply email sent from Matrix, a logged phone call, a proposal sent. Matrix stops the clock when any of these happens. An internal note or a status change does not stop the clock — those are useful actions but the planner doesn't see them, so they don't count.

  • Can we set our own response threshold?

    Yes. Each property sets its own threshold — most start at two hours during business hours and four hours overnight. The threshold drives the aging alerts and the dashboard color coding. Adjust it as the team gets faster; the threshold is meant to be moved.

  • What about leads that come in overnight or on the weekend?

    Matrix tracks 24/7 by default. Most properties configure business-hour vs after-hour windows so the response time math reflects the team's actual coverage. A lead arriving at 11pm Saturday is measured against the Monday morning response window, not the literal 36-hour clock.

  • Who on my team uses this — the seller, the DOSM, or ownership?

    All three. The seller sees their own response time on their home screen. The DOSM sees the team average and the leads currently aging. The owner sees the property-level rollup against portfolio benchmarks. Same data, three different views.

  • Will the team push back when this gets visible?

    Some will, at first. The honest answer: the data is going to surface uncomfortable patterns in the first month. The seller who thought they were fast finds out they are slow. The DOSM who thought the team was good finds out one seller is dragging the average. We recommend not punishing the data — use it to coach. The teams that ride this out come out faster on the other side, and the average drops by half within a quarter.

Make the clock visible.
Watch the average drop.

See how Matrix turns lead response time from an invisible metric into the number your team manages every day.