Outlet data options for sales teams, compared
A food or drink brand has four ways to know the bars, restaurants and cafes it sells into: buy outlet data from a provider, send people on field audits, build a database in-house, or buy market measurement from a panel. Each answers a different question, and you can combine methods to answer complementary questions. This page sets out where each one wins and where it does not, with Dashmote's own facts as the outlet data reference: 20M+ venues in 60+ countries.
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Four options, four different questions
Most buying mistakes start with a good option bought for the wrong question. Name the question first, then pick the option built for it.
| Option | The question it answers best | What it sees | How it scales |
|---|---|---|---|
| Outlet data provider | Which outlets should my reps visit, and what do they serve today? | Covered outlets in a territory, from map listings, menus, delivery apps and social platforms | By scope: countries, channels, data layers and seats |
| Field audits | What is happening inside the outlets we visit? | Inside the venues on the audit list: fridges, back bar, staff, the owner's view | By visit: more outlets means more visits |
| In-house build | Can we own a list shaped exactly to our process? | Whatever your team collects and keeps up to date | By headcount: engineers and analysts to build and maintain it |
| Market measurement panel | How big is the category, and what is our share? | The market as a whole, usually projected from a sample | By market and category |
A field sales or eCommerce manager who needs to know where they can win, and where they are not winning today, usually needs the first row answered, with one of the others alongside.
An outlet data provider: the whole market, outlet by outlet
An outlet data provider sells a record for covered bars, restaurants and cafes in a territory, so a planner can see the covered market from a laptop and send reps to the doors that fit. It wins when your team needs new doors, a cleaner CRM or a reason to walk in prepared.
What to check is on the record and how current it is. Dashmote's records carry the menu and the brands on it, the delivery app listings matched to physical outlets where a reliable match is available, social profiles on Instagram, TikTok and YouTube, and an AI score from 0 to 100 against the account you describe in plain words. Outlet records are updated monthly; delivery data refreshes monthly.
Where it does not win: a provider reads what is public, so it cannot see the inside of a venue that publishes nothing, and it does not measure your sales. How to judge one is in our guide to choosing a provider.
Field audits: depth on the outlets you visit
A field audit sends a merchandiser, a rep or a crowd of auditors into outlets to record what they see: the fridge, the taps, the back bar, the menu board, the price on the wall, and what the owner says. Nothing beats it for depth on a known set of key accounts.
The limit is breadth. An audit sees the outlets on its list, on the day of the visit, and every extra outlet is another visit. It cannot tell you about the outlets your team has never heard of. Use outlet data to pick which doors to audit, and keep audits for the accounts where execution matters most. See outlet data versus field audits.
An in-house build: full control, full upkeep
Some teams build their own outlet list: an analyst exports map listings, the CRM team cleans it, and someone keeps it current. It wins on control: every field is shaped to your process and your segmentation.
The cost is upkeep. One record per venue, chain detection, menu reading and matching each delivery storefront to its physical outlet are separate jobs, and the market keeps moving: Dashmote saw 200,000+ outlets for the first time in the 90 days to October 2026. A list that is not maintained loses value every month. See buying outlet data versus building it in-house.
Market measurement panels: the plan, not the doors
A market measurement panel sizes a category and tracks share and trends across a market, usually from a sample of outlets or consumers projected to the whole. It is the right tool for the annual plan, the board deck and the question "are we growing faster than the category?"
It is not built to hand a rep a list of doors. A panel tells you the category grows in a region; outlet data tells you which bars and restaurants in that region to visit, what they serve and whether a rival is already on the menu. Many teams use one of each. Dashmote does not measure on-premise sales or share.
Combine two methods: a simple split
The options are not either-or. A split that works for most field sales and eCommerce teams:
- Plan with a panel if you need category size and share for the annual plan.
- Pick the doors with outlet data: covered outlets per territory, scored for fit, with current accounts marked through CRM matching.
- Audit the accounts that matter most: send people where in-venue execution decides the outcome, and let the data choose which those are.
- Build in-house only what is unique to you: your own segmentation and scoring rules on top of bought records, not the records themselves.
Frequently asked questions
What are the ways to get restaurant and bar data for a sales team?
There are four: buy outlet records from an outlet data provider, run field audits in the outlets you visit, build a database in-house, or buy market measurement from a panel. Outlet data shows which outlets to visit, audits show what happens inside known outlets, an in-house build gives control at the cost of upkeep, and a panel sizes the market.
Is outlet data a replacement for field audits?
No, they do different jobs. Outlet data covers covered outlets in a territory and shows which ones fit; an audit sees inside the outlets it visits. Use outlet data to choose which doors to visit and audit, and keep audits for your key accounts.
Should we build our own outlet database?
Build it only if no provider covers your markets or your fields, and budget for the upkeep: one record per venue, chain detection, menu reading and delivery app matching all need maintaining every month. Consider buying the records and building your own scoring and segmentation on top.
What is the difference between market measurement and outlet data?
Market measurement sizes a category and tracks share across a market, usually from a sample. Outlet data is a record per bar, restaurant or cafe, with what it serves and where it sells online, so reps know which doors to knock on. One sets the plan, the other fills the week.
Which option shows both physical outlets and delivery apps?
An outlet data provider that joins the two. Dashmote links each delivery app storefront to the physical outlet record, across 100+ platforms refreshed monthly, so field sales and eCommerce teams look at one outlet, not two lists.
How do I test an option before committing?
Pick one territory your team knows well and run the same 50 outlets through it: count the outlets found, the records your reps confirm as right, and the fitting outlets missing from your CRM. Our guide to choosing a provider sets out the test.
Related reading
For the person signing off
Whichever option you pick, judge it on three things you can check before you sign.
- New doors. How many fitting outlets in one test territory are missing from your CRM today.
- Fewer wasted visits. Whether reps know the menu and the competitor already on it before they walk in.
- Time to first value. Off-the-shelf data and AI start tomorrow; audits and in-house builds start after a plan and a team.