Reading the peer benchmark bar (P25 · median · P75)

What this bar is for

Most of the numbers in Sales & Marketing are more useful compared than they are alone. A $9,000 average job value does not tell you much by itself. Whether that number is strong or weak depends on what operators built like you are actually seeing. The peer quartile bar is how Verinode shows you that comparison in one glance: a thin track with a shaded middle band, a tick for the median, and (once you have enough of your own data) a dot for you.

It answers one question at a time: for this metric, where does the middle half of your peer cohort sit, and where do you sit against them. Verinode is an independent data trust, it never sells your numbers to carriers and it never tells you what to do with a metric that is running hot or cold. The bar surfaces the comparison; you decide what to change.

Where to find it

Open Sales & Marketing from the sidebar (under the Revenue group) at iq.verinode.ai/growth. The section opens as a card slider with four tabs: Findings, Pipeline, Getting Leads, and Winning the Work.

The quartile bar appears on the two benchmark tabs:

• Getting Leads: what it costs you to bring in work, covering Marketing % of Revenue, Cost per Job, Return on Marketing $, and Referral Share.
• Winning the Work: how well you close and what it sells for, covering Average Job Value and Close Rate.

Each of those tabs holds a stack of metric rows, one per metric, separated by a hairline. Every row that has a bar shows the same layout: the metric name and a plain-language caption on the left, a headline number on the right, and the bar underneath spanning the full width of the row.

You will also see the same bar (smaller, styled as "MiniPeerBar" in the code but identical in meaning) if you open a metric from the Explore row on the Sales & Marketing home page, or from the same section on mobile. Tapping any Explore tile, on web or in the app, opens a detail view with the metric's headline number, its caption, and this bar underneath.

Findings and Pipeline do not use this bar. Findings is your list of sales & marketing decisions; Pipeline is your lead funnel by stage (New, Quoted, Won, Lost). Neither is a peer comparison.

Reading the bar, element by element

1. 1The track. A thin horizontal line running the full width of the row. It has no units of its own, it is a 0-to-100 position scale that the quartile points get mapped onto.
2. 2The shaded band. The darker copper-tinted section covering the middle 60% of the track. This is the interquartile range, the span between P25 and P75, the "typical middle half" of the operators in your peer cohort for that metric. Anything inside the band is unremarkable; anything well outside it is either far ahead of the pack or well behind it.
3. 3The median tick. A short vertical mark at the center of the track. This is where the middle operator in the cohort sits, half the cohort is above this point on the metric, half is below.
4. 4Your dot. Once you have a value of your own for that metric, a filled circle appears on the track at the position that corresponds to where your number falls relative to P25, the median, and P75. Until then, no dot is drawn and the bar shows only the peer spread.
5. 5The numbers underneath. Three labels below the track read P25, Median, and P75, each with its formatted value (dollars, a percentage, or a dollar-and-cents ratio depending on the metric). The median label is styled slightly bolder than P25 and P75 so it reads as the anchor point.

Why the band always looks the same width

P25, the median, and P75 are always drawn at the same three fixed points on the track (the band always starts at 20% of the width and always ends at 80%, with the median tick always at the center), no matter what the underlying numbers are. A Cost per Job bar with a $400 spread between P25 and P75 looks exactly as wide as a Return on Marketing $ bar with a $1.80 spread.

That is deliberate. The dollar or percentage distance between the quartiles is not the useful fact, where you land relative to that spread is. Fixing the visual positions means every bar reads the same way at a glance: a dot near the left edge is near P25, a dot at the middle is at the median, a dot past the right edge is beating P75, regardless of which metric you are looking at or how tight or wide its peer spread happens to be. If your own number falls far outside the P25–P75 band, your dot is held near the edge of the track rather than pushed off it, so it stays visible and readable instead of running off the row.

The good/bad coloring on your dot

Once your dot appears, its color tells you the story before you even read the numbers:

• Green (the Expand signal color) means you are ahead of the median in the direction that is good for that metric.
• Red (the Analyse signal color) means you are behind the median in the direction that matters.
• Copper, Verinode's neutral color, means either the metric has no "better" direction, or there is not yet enough to color it.

"Ahead" and "behind" are metric-specific, because higher is not always better:

• Average Job Value, Close Rate, Return on Marketing $, Referral Share: higher than the median colors green, lower colors red.
• Cost per Job: lower than the median colors green (cheaper to win a job is the win), higher colors red.
• Marketing % of Revenue: this one has no good or bad direction built in. Spending more or less than the median is just a fact about your mix, so the dot always renders copper here, never green or red. What the right share of revenue looks like for your business depends on the rest of your numbers, not on this bar alone.

The headline number above the bar

The large number in the top-right of each row is not always your own number. Verinode fills it in with the best available source, in this order:

1. Your value (labeled "Your value" in the card, "Your number" on the Explore tile) once your own data has flowed in for that metric.
2. Peer median, if your own value has not landed yet but the peer cohort has one. The label under it can also note how many peers are behind that median.
3. Typical (industry), a published industry reference figure, shown when neither your own value nor a peer median is available yet.
4. Warming up, if none of the three exist.

The bar itself follows the same waterfall for its median tick: it shows the peer median when one exists, and falls back to nothing (no band, no tick) when there is no peer data and no research figure to anchor it.

The industry-typical footnote

Below the bar, when a published industry reference value exists for that metric, you will see a line reading "Typical (industry): " followed by the formatted value. This is a general industry figure, not a number attributable to any single publisher or report, Verinode never names a specific source in the product for this kind of reference. Treat it as a rough outside anchor, useful mainly before your peer cohort has formed, and secondary to the peer median once one exists.

How to use it

Read the row right to left: start with the headline number and its label so you know whose number you are looking at (yours, the peer median, or an industry figure), then look at the bar to see how it sits against the pack. A green dot sitting past the shaded band's edge means you are meaningfully ahead of the median for that metric. A red dot means the opposite, and is worth a look at the Findings tab in case Verinode has already surfaced a related decision. A copper dot on Marketing % of Revenue is not a problem to fix, it is just where your spend sits relative to peers.

Because the median and quartile figures come from the same peer cohort each metric uses elsewhere on the platform, reading the bar here is consistent with reading a benchmark anywhere else in Verinode. See How benchmarks work for how that cohort comparison is built, and Reading a benchmark for the general pattern this bar is one instance of.

Empty states

• A metric with no bar at all. If a metric has no operator value, no peer value, and no P25/P50/P75 to plot, the bar section of that row is skipped entirely (the row still shows the metric name and caption, just no track). On the Explore row, a tile in that state does not appear at all rather than showing as a placeholder ghost tile.
• A whole tab still forming. If none of the metrics in Getting Leads or Winning the Work have any peer data yet, the tab shows this line above the metric list: "The peer cohort is still forming for these metrics. Each one fills in once enough operators like you contribute."
• A single metric on mobile, still forming. Opening a metric's detail view on mobile when it has no peer value and no industry figure shows: "The peer cohort is still forming for this metric. It fills in once enough operators like you contribute."
• No leads yet, generally. If you have not connected any lead sources, the section-level subtext above the Explore row reads "How you win work. Your peer comparison fills in as more operators your size join" instead of the confident comparison line, and the whole section still works, it just leans on peer and industry figures until your own numbers exist.

None of these are broken states. They are Verinode being honest about what it actually has data for, rather than showing a chart with invented numbers.

Related reading

• How benchmarks work
• Benchmarks overview
• Reading a benchmark
• Understanding your margin
• The decision workspace