The 7 Dashboards Every Online Business Should Be Watching
Most online businesses have plenty of data. They have Stripe, they have an email service provider with open rates, and they have analytics on their website, YouTube, and Instagram. They have a project management tool somewhere with hundreds of tasks, and maybe they have a community platform with member counts.
What they don't have is a picture of the business. None of those tools talk to each other. To answer a basic question like "is the business healthy?" the founder has to open five tabs and dig for data.
This post is about the dashboards I build to fix that, and the seven categories of measurement that any online business at scale needs to be watching – all in one place, designed for the person who needs to look at it.
The specific implementation I'll describe uses Airtable, because Airtable is what I use most often. The principles apply regardless of platform, whether that’s Notion, Coda, Google Sheets, Looker Studio, or a custom-built BI tool. The underlying logic of what to measure and why is the same.
The principle underneath all of it
Before listing the seven dashboards: a principle that determines what belongs on each one and what doesn't.
Every dashboard I build answers two questions:
who looks at this every week, and
what decision do they make from it?
If a metric doesn't answer a question someone is going to act on, it doesn't belong on the dashboard. It might be interesting. It might be impressive in a quarterly report. But putting it next to the metrics that drive decisions teaches the team to skim past all of them.
Narrowing it to the metrics that actually drive decisions usually gives you around 12-15 numbers that get watched closely. The other metrics aren't deleted; they're parked in a "supplementary" view that gets opened monthly or quarterly. The weekly dashboard stays clean.
With that framing, here are the seven dashboards.
1. Funnel Metrics
The dashboard that answers "is the audience-to-revenue path working?"
For most online businesses, this is the single most important dashboard. It tracks the entire path from cold traffic to paying customer or member, layer by layer. At minimum:
Top-of-funnel reach — monthly views, follower growth, link-in-bio click-throughs. The numbers that tell you whether the audience is actually growing and whether the entry-point assets (Linktree, link-in-bio strategy, content CTAs) are converting traffic into next-step actions.
Email list health — total subscribers, monthly growth rate, opt-in conversion rate per source, open rate, unsubscribe rate. The list is the warmest pre-purchase audience most online businesses have, and it's the layer that can get neglected because the founder is focused on the social platforms above it.
Conversion rates — at every layer of the funnel, what percentage of people advance to the next layer. Cold traffic to email signup. Email subscriber to free member or first purchase. Free to paid. Each conversion rate tells you which layer of the funnel is the bottleneck.
Member or customer count, broken down by tier or product if you have multiple, with growth tracked week over week.
The reason this is one dashboard rather than five separate ones: the layers feed each other, and you can't diagnose a funnel problem by looking at any single layer in isolation. If membership growth is flat, the problem could be at any of the four layers above it. The funnel dashboard lets you trace the leak.
2. Financial Operations
The dashboard that answers "is the business healthy this week?"
This is different from "is the funnel working?" The funnel dashboard is forward-looking; the financial dashboard is present-state. Cash, revenue, billing health.
Cash to bank. ARR, calculated from current paid subscribers or expected monthly revenue. MRR, with week-over-week delta highlighted. Annual plan revenue and proportion of annual versus monthly subscribers (this matters because annual subscribers are 10x more valuable than monthly because they have effectively zero churn for the year).
Failed payment recovery rate (how much of the revenue you should have collected actually got collected through dunning). Failed payments still open (anything outstanding for more than 7 days is a flag). Recent dunning activity.
Churn, calculated weekly so the trend is visible early. A churn problem is usually 6-8 weeks in before founders notice, if they're only looking at it monthly.
3. Campaigns
The dashboard that answers "are our marketing efforts actually producing results?"
This dashboard is distinct from funnel metrics because campaigns are time-bounded: a launch, a webinar, a promotional sequence, a seasonal sale. Funnel metrics measure the always-on paths; campaign metrics measure the specific things you do.
For each active or recent campaign: what was sent, when, to whom, what the open and click rates were, how many conversions resulted, and how much revenue was attributable. For ongoing email sequences (welcome sequences, lead-magnet nurture sequences, win-back campaigns), the same metrics should be tracked at the sequence level rather than the individual-send level.
The reason this is a separate dashboard from funnel metrics: campaigns are the responsibility of a different person on the team than funnel infrastructure. The marketer or content manager owns campaigns; the operations lead owns the funnel. Each needs their own view, and combining them makes both views worse.
4. Team & Contractors
The dashboard that answers "who's doing what, and is everyone on solid ground?"
This is the dashboard online businesses tend to skip until they have a problem they could have caught earlier. It's not glamorous, but it's the difference between a business that scales and one that quietly drowns in administrative debt.
Active team headcount, with W2 employees and 1099 contractors split out separately. Open roles and their current pipeline stage. Contracts current: every active contractor should have a signed agreement with a known expiration date, and the dashboard should flag anything within 30 days of expiry.
1099s on file — every U.S.-based contractor paid more than $600 in the year needs a W-9 on file before January 31 of the following year, and the dashboard should track which W-9s are signed and which aren't. Compliance calendar with key dates: 1099 filings, benefits enrollment, performance review cycles.
For service businesses with SLAs (customer support, agency clients): SLA breaches per week, response time averages, escalation counts. These belong here because they're an operational health metric for the team, not a customer-experience marketing metric.
5. Vendors & Subscriptions
The dashboard that answers "what are we actually paying for, and is any of it dead weight?"
Every online business accumulates SaaS subscriptions over time. By the time they hit any meaningful scale, most have so many active monthly subscriptions that founders couldn't list them all from memory.
For each tool: monthly cost, annual commitment if any, renewal date, who on the team owns it, whether it's actively used. Total monthly SaaS spend. Annual commitment exposure (sum of multi-year deals you're locked into). Renewals coming up in the next 30 and 60 days, so nothing auto-renews silently.
The discipline this dashboard creates is more valuable than the data on it. When every tool has a named owner and a renewal date, dead subscriptions get cancelled instead of compounding. Imagine saving 15-25% of your software budget just by reviewing what’s on the dashboard..
6. Acquisition Pipeline
The dashboard that answers "who's coming in, and how warm are they?"
Different business need different shapes of acquisition pipelines. For a service business, this is your sales pipeline — leads at each stage, expected close dates, deal sizes. For a product business with high-touch sales, similar. For a creator-economy business with a high-volume top of funnel, this dashboard tracks lead-magnet opt-ins per week, qualifies leads coming through forms, and segments by source so you can see which channels actually produce buyers versus which just produce subscribers.
If any meaningful revenue comes from a sales process longer than checkout, you need a pipeline view of where prospects are in that process. Without it, you're reacting to deals rather than managing toward them.
7. Lifecycle Operations
The dashboard that answers "how is the work of being in business actually getting done?"
This dashboard is the most operations-heavy of the seven, and it’s the one most directly tied to the business's internal rhythm. It tracks the recurring work that keeps the business running: hiring pipeline (open roles, candidates by stage, time-to-fill), onboarding compliance (new hire paperwork status, training completion), offboarding (pending exits, equipment returns, account deactivations).
For businesses that bring in external talent regularly (agencies hiring contractors, communities bringing in instructors, businesses with rotating creators), this is also where you track the vetting and renewal pipeline for those external people — who's been vetted, who's contracted, who's appearing this month, who's overdue for follow-up.
If your business is small enough that this dashboard feels like overkill (a team of two, no rotating talent, no active hiring), you can collapse it into the Team & Contractors dashboard. However, once you have five people on the team or start hiring regularly, the Lifecycle Operations dashboard earns its own view.
How they connect
The seven dashboards aren't independent. They're designed to talk to each other, because the questions they answer interlock.
Funnel metrics tell you whether new revenue is coming in. Financial operations tell you whether existing revenue is intact. Campaigns tell you whether one-off efforts are producing results. Team and Contractors tell you whether the people doing the work are on solid ground. Vendors tell you what the work is costing you to do. Acquisition Pipeline tells you what's about to convert. Lifecycle Operations tells you whether the recurring work of running the business is functioning.
Together, they answer the founder's actual question, “is this business healthy and growing?” in a way no single dashboard can.
In practice, different people on the team look at different dashboards each week. The founder looks at funnel and financial. The operations lead looks at lifecycle, team, and vendors. The marketer looks at campaigns. The sales or community lead looks at acquisition pipeline. Nobody looks at all seven every week, and that's correct — the dashboards are role-specific by design.
But all seven exist, and they're all current, and any of them can be opened by anyone on the team in 30 seconds. That's the operational difference between a business that has dashboards and one that has data.
What it looks like in practice
The work of building these dashboards isn't complicated. The work is in the selection — which 12-15 numbers per dashboard, drawn from which underlying data sources, weighted toward which decisions, refreshed how often. That selection is what separates a useful dashboard from a vanity dashboard.
For one engagement I built, the full set of seven dashboards tracked roughly 140 KPIs total across all of them. That sounds like a lot. It's not — it's about 20 metrics per dashboard, and most of them auto-refresh from connected data sources, so there's minimal manual maintenance overhead. The team meets once a week to review the dashboards as part of their regular operating rhythm, and the dashboards drive what they discuss.
That's the goal: a measurement layer that produces decisions, not data for data’s sake.
The dashboards aren't the point. The decisions they enable are.
