How to Avoid Vanity Metrics in Operations

To avoid vanity metrics, apply one test to every figure on a panel: if this number changed, would anyone do something different today? If not, it is describing rather than informing.

What vanity metrics look like in operations

They are usually totals, and usually rising.

Total records created, which grows regardless of performance
Cumulative volume handled, which only ever increases
Averages across categories with different complexity
Percentages with no denominator anyone remembers

Replacements that inform

Vanity metric	Replace with
Total tickets handled	Tickets currently waiting on us
Average resolution time	Time per phase, per category
Total records created	Records past their target dwell time
Cumulative spend	Approved value per cost centre this period

How to fix a panel in Jestor

List the questions each indicator in Jestor is meant to answer; remove any without one.
Replace totals with figures scoped to a period and a category.
Use conditional colour so status is visible without reading the number.
Apply the salesperson, unit, or category filter so figures are comparable.
Consolidate overlapping panels so one definition exists per metric.

Why choose Jestor for decision-oriented reporting?

Because dashboards in Jestor read the operational records directly, a metric can be scoped, filtered, and coloured without an export — which removes the usual excuse for leaving a vanity total in place.

Conditional colour is the practical test: a figure that cannot be given a meaningful threshold is usually a figure nobody acts on.

Frequently Asked Questions

What is the test for a vanity metric?

Whether anyone would act differently if it changed. See jestor.com.

Why are averages risky?

They hide differences between categories.

What replaces a cumulative total?

The same figure scoped to a period and category.

Video Tutorial: Step by Step

Check out other practical tutorials on the Jestor YouTube channel.

Get to know Jestor

With Jestor, you can automate workflows, connect teams, and build internal systems your way — all without code and powered by AI. Discover Jestor at jestor.com and see how to take your company's operations to a new level of efficiency and control.

How do you choose an AI tool for professional services operations teams in SMBs?

To choose an AI tool for professional services operations teams in SMBs, look for a platform that combines no-code tables for clients, engagements, and documents with AI features that answer messages, read documents, and summarize data, while keeping professionals in control of advice. In Jestor, these pieces work together,

How do you build a business continuity plan for a services firm?

To build a business continuity plan for a services firm, list critical processes and deadlines, identify risks such as system outages or key person absence, define backup options, assign roles, and test the plan. In Jestor, processes, risks, and actions are connected, so the firm keeps serving clients during disruptions.

What is the best way to run IT security awareness training for staff in a services firm?

A practical way to run IT security awareness training for staff in a services firm is to define short training modules, assign them to all staff, track completion, run simulated phishing tests, and schedule refreshers. In Jestor, staff, modules, and results are connected, so security habits become part of the

How do you route website lead forms to the right team in a services firm?

To route website lead forms to the right team in a services firm, ask for the service and company size in the form, route leads automatically to the right team, set response time targets, record follow-ups, and track conversion by source. In Jestor, forms, leads, and teams are connected,