Data Panda brings your lemcal booking data together with the data from the rest of your business. From one place, we turn it into dashboards, automations, AI workflows and custom apps your sales, founder and recruiting teams use every day.
lemcal is the meeting-scheduling product from lempire, the French company behind lemlist. lemlist itself was started in 2018 by Guillaume Moubeche as an outbound email tool focused on personalised images and warm-up, and lemcal was added to the suite as the booking step that closes the loop between an outreach reply and an actual call on the calendar.
For sales, founders and recruiters running a lemlist motion, lemcal is the layer where reply intent becomes a booked meeting with a known invitee, a chosen meeting type and a calendar slot. That makes its data more useful in a warehouse than inside the lemcal app. Bookings per sequence, book-rate per meeting type, no-show rate per persona and time from first email to first call only become operational once they sit next to lemlist campaign data, the CRM and the rest of the funnel.
Book-rate, no-show-rate and time-to-book per meeting type, sequence and team member.
Let a lemcal booking trigger the rest of the go-to-market stack.
Put booking and invitee data behind AI that helps the team route and qualify.
Small internal tools on lemcal data for sales-ops, founders and team leads.
A list of concrete reports, automations and AI features we have built on lemcal data. Pick the one that matches your situation.
Which lemlist sequences produce booked meetings?
Bookings per lemlist sequence and per step, joined to reply data, with downstream close-rate per sequence. Sales sees which sequences turn a positive reply into a meeting on the calendar instead of which ones simply win the open-rate report inside lemlist.
Where does our no-show rate hide?
No-show-ratio per meeting type, persona, sequence source and reminder pattern, ranked by booking volume. A forty-percent no-show on a free intro call from a cold sequence reads very differently from a five-percent no-show on a warm referral, and the warehouse view turns that gap into a list of meeting types or pages to fix.
What does each booked meeting cost us?
lemlist sending cost, lemcal seat cost and SDR or AE time per booked meeting, set against pipeline created and closed-won per source. Finance and sales leadership share one view of which booking origin pays back and which one keeps the calendar busy without moving revenue.
lemcal seat cost plus lemlist sending cost per booked meeting and per closed deal, set against pipeline contribution. Finance sees which teams turn the bookings into revenue and which ones keep the calendar busy with calls that never reach a second step.
Bookings per rep, no-show-ratio and round-robin balance against pipeline created. Sales leadership separates reps who fill a calendar with the right meetings from reps whose link gets clicked but whose week stays light on real conversations.
Sequence-to-booking conversion, meeting-type performance and reminder effectiveness in one view. RevOps runs lemlist-and-lemcal funnel audits on warehouse data instead of stitching CSV exports from two apps every quarter.
A new lemcal booking creates or updates the HubSpot contact, attaches the meeting type and source sequence as fields, and opens a deal or links the booking to an existing one. Sales reps walk into the call with the lemlist context already in HubSpot, and pipeline reporting shows bookings per sequence against closed-won without a manual sync.
Each lemcal booking lands as a Salesforce Event on the matching Lead or Contact, with the meeting type, lemlist sequence and invitee answers stored on a related custom object. No-shows convert into a follow-up Task on the owning rep, and the Lead is rescored. Sales-ops reports book-rate and held-rate per sequence directly from the standard Salesforce activity model.
Bookings, reschedules and no-shows from lemcal post to the Slack channel of the team that owns the territory or product line, with invitee company, source sequence and meeting time in the message. Reps see new meetings without watching their inbox, and a no-show triggers a thread where the AE and SDR agree on the next step before the day ends.
When a lemcal booking comes in from an email known in Intercom, a private note appears on that customer's conversation thread with the meeting type, time and rep. Customer-success and sales share one view of the relationship, and a booking from a renewal account never lands as a cold intro the AE has to explain.
Each lemcal booking creates an item on the right monday.com board with status, owner, meeting type and the lemlist sequence that produced it. Sales-ops manages follow-up cadence in monday.com without leaving the board, and weekly reviews run off one place where every booked, held and no-show meeting sits with its outcome.
Invitees from lemcal land in the Mailchimp audience that matches their meeting type and persona, tagged with the source sequence and booking date. Marketing nurtures booked-but-not-closed prospects with a separate track from cold contacts, and a no-show feeds a re-engagement campaign instead of falling out of view.
You keep the reporting tool you already have. We connect it to the warehouse where your lemcal data lives.
OAuth authentication. Read-only by default. We sign a DPA and your admin keeps the keys.
Data flows into your warehouse on your schedule. Near real time or nightly, your call. You own the data.
We build the first dashboard, workflow or AI feature with you, then hand over the keys. Or we stay on for ongoing delivery.
We set up the foundation. Your team builds on top.
Best fit Teams that already have a BI analyst or data engineer and want to own the build.
We build the whole thing, end to end.
Best fit Teams without in-house BI or dev capacity. You tell us what you need and we deliver it.
You do. It lands in your warehouse, on your cloud account. We don't resell or aggregate it. If you stop working with us, the warehouse stays yours and keeps running.
Near real time for most operational systems. For heavier sources we schedule hourly or nightly. You pick based on what the reports need.
No. If you don't have one, we help you pick one and set it up as part of the first delivery. Common starting points are Snowflake, Microsoft Fabric, or a small Postgres start.
lemcal exposes meeting types, booking pages, scheduled bookings, invitees, availability schedules and users, and the connector mirrors that surface into the warehouse. That covers booking source, meeting type, invitee answers, reschedule and cancel events, and the team and meeting-type taxonomy. Personal calendar content from connected Google or Microsoft calendars is not part of the pull, only the bookings and slots managed inside lemcal.
Most lemcal bookings start as a reply or a click in a lemlist sequence, and the warehouse joins the two on invitee email and timestamp. The result is one row per prospect that walks from cold email to booked meeting to held call, which is the chain you need to report book-rate per sequence, time from first email to first call, and downstream close-rate per source.
We review your lemcal setup and the systems around it. Together we pick the first thing worth building.