The Benchmarks tab: your network vs the rest of the industry

What the Benchmarks tab shows

Benchmarks is the network intelligence hub: the same Bloomberg-style data room your franchisees see on iq.verinode.ai, mounted for HQ with network-scale numbers in place of a single operator's numbers. Verinode never hands you a raw look at one franchisee's books here. Every figure on this tab is either a rollup across your own offices or an anonymized reference figure computed from operators outside your network, and the two never mix at the individual level.

The tab bar across the top has seven stops: Benchmarks, Carriers & TPAs, Materials, Industry Data, Ratings, Analyst Reports, and Industry News. This article covers the first one, the tab you land on by default. It reads:

"The network's operating distributions across your offices and the industry."

That sentence is the whole model in one line. For every metric Verinode tracks, benchmarks shows you two things side by side: how your own offices spread out from best to worst, and a single reference point for where the broader industry sits. The reference line is a quiet comparison, not a "you vs them" score. The rest of this article walks through how that math is built, what every control and column means, and what to do with it.

Where to find it

Open Benchmarks from the HQ sidebar, at hq.verinode.ai/benchmarks. It is one of the pill tabs at the top of the page; Benchmarks is the tab that is active when the page first loads.

The office-level standing view (the ranked leaderboard, the 90-day network summary, the regional roll-up) is a separate page at /franchise/leaderboard. Benchmarks and Leaderboard answer different questions: Leaderboard tells you who is winning across everything at once, and Benchmarks lets you go metric by metric and see the market context behind each one. See Network health for the leaderboard read.

How Verinode computes each number

1. 1Verinode reads each of your offices' own reported value for a metric (revenue, margin, cycle time, whatever the row is), using the same anonymized facts layer that powers every operator's own Benchmarks tab.
2. 2It computes your network's own distribution across those offices: the 25th percentile, median, and 75th percentile of your offices' values. This is the internal spread, your best office to your worst.
3. 3Separately, it computes one industry reference figure: the median value reported by operators outside your network, drawn only from operators who have cleared Verinode's benchmark-eligibility bar for that metric.
4. 4The two are paired together so the deep-dive can show your network's own spread next to that single outside reference, with your own offices named and ranked underneath.

The label swap you'll notice

This tab reuses the exact same component your franchisees see on their own Benchmarks page. On an operator's screen, the same row says "Peer median" over the distribution and "You" under their own value. On your HQ screen, those two words change to "Industry median" and "Network", because there is no single "you" here, only your network's own distribution. Everything else on the row, the shape of the strip, the color logic, the tooltip, is identical to what your franchisees see, so if you have ever looked at an operator's Benchmarks tab, this will already look familiar.

Because there is no single operator to spotlight, HQ also does not get the Show my position toggle operators use to hide their own dot and read the market clean, and it does not get the National / Regional / Group scope picker or the job-type cohort filter that sit above the operator list. Those controls exist to narrow "operators like me," which is not a meaningful question for a whole network of offices, so they simply do not render on this surface. The Cards / Table view switch, top right of the header, still works exactly as it does for operators.

Reading a metric row (Cards view)

Cards is the default view: each benchmark category groups its metrics into a vertical list of rows, one metric per row, arranged under a small column header that reads:

Metric · Peer distribution · You vs peer

(That header text is shared with the operator surface and does not change on HQ, even though the values underneath read "Network" rather than "You.")

Each row has three parts, left to right:

• The metric name, with an info icon beside it. Tapping the icon opens a tooltip titled "How it's computed" with the exact methodology sentence for that metric, for example: "Median across your 6 offices on net margin, with each office ranked in the deep-dive. The band shows your network's p25–p75 spread; the industry line is the median of operators outside your network, a reference, not a competitor." Beside the tooltip sits a bell icon to watch that metric. Underneath the name, a small caption reads "Your Offices" followed by a count, for example "Your Offices · 6 offices," which tells you how many of your offices are feeding that row.
• The distribution strip, the visual center of the row. Above the strip, a caption reads "Industry median" with the industry figure beside it. The strip itself is a horizontal axis: a shaded band marks your own network's 25th-to-75th-percentile spread across offices, a vertical tick marks where the industry median sits on that same axis, and a colored dot marks your network's own median value. The dot is green when your network is ahead of the industry reference on that metric (accounting for whether higher or lower is the better direction) and red when it is behind.
• The value and drill-in columns, on the right. The value column shows your network's median figure with the label "Network" underneath it, colored the same green or red as the dot. Hovering the row reveals a small "Drill in →" hint, since every row opens the full deep-dive on click.

If a metric has offices reporting but not yet enough operators outside your network to publish an industry reference, the strip instead reads:

"Cohort building. Peer data appears once it clears the consent + sample threshold."

That is the tab's honest placeholder for "your own network numbers exist, the industry side is still forming," not a broken row.

Switching to Table view

The Table button next to Cards swaps the same rows into a dense terminal-style table, useful for scanning many metrics at once. Its columns are:

• Metric, the label.
• You, your network's median value (the same figure the Cards value column calls "Network").
• Peer, the industry reference median, or a dash if it has not cleared the reporting bar yet.
• Delta, the signed difference between your network and the industry figure, colored green or red the same way as the Cards dot. A handful of metrics (average job value, wage level, marketing spend) have no honest "better" direction, so their Delta never colors ahead or behind, it is shown in plain neutral text.
• Cohort, a compact goodness bar: a shaded band for your own network's 25th-to-75th-percentile spread, a hairline tick at the middle, and a dot at your network's position, the same information as the Cards strip compressed into one line.
• N, the number of operators outside your network behind the industry figure in the Peer column.

Categories

Rows are grouped under category headers, each with a short blurb underneath the name (the same live text you'll see on the page). The full set, in the order they appear when populated: Profitability, Cash Velocity, Cost Structure, Sales & Marketing, Service Speed, Productivity, Safety, Equipment & Fleet, Performance Score, Reputation, Certifications, Team Performance, Recruiting & Hiring, Facilities & Real Estate, Vehicle Fleet, Workforce, Platform Engagement, Clients & Sales Mix, Job Mix & Specialization, Profitability by Job Type, Vendor & Procurement, and, only for networks that run an exterior/roofing division, Exterior & Roofing.

A category never shows up empty. It only renders once at least one of its metrics has a value to show, and it disappears entirely rather than displaying a wall of identical "still forming" placeholders. As more offices report more data, categories and rows appear on their own; nothing needs to be manually turned on.

Materials (per-unit prices on invoiced line items) is not part of this category list; it lives in its own Materials tab alongside Benchmarks, grouped by material family rather than by these operational categories.

Opening a metric: the deep-dive

Clicking any row opens the full drill-down. At the top is a large recap of your network's own median value for that metric. Unlike the operator version of this same panel, the HQ deep-dive does not show a percentile pill or a trend badge next to the number, and it does not show a dollar-value "closing the gap is worth $X/yr" callout. Those three read as a single operator's position and trajectory against peers, which is not what this view represents.

Below the headline number sits the Across Your Offices panel. Its header line states the number of offices contributing and, when available, the industry reference figure ("6 offices · Industry 18.2%"). Underneath, a distribution chart shows your network's own P25, median, and P75 across offices as an axis with your network's median marked. Below that, every named office you have data for is listed, ranked best to worst on that metric (rank 1 is best, honoring whichever direction is actually better for that metric), each row showing the office's own name and value, colored green if it sits at the strong end of your network's own spread and red at the weak end. If no office has reported the metric yet, this panel reads: "No offices have reported this metric yet."

Two panels sit below that, side by side:

• How It's Calculated, the same methodology sentence you saw in the row tooltip, spelled out again in full.
• Data Sources, which lists the industry side as a contributing operator count when an industry figure is present ("Peer cohort, N operators contributing under data dividend"), or, when there is no industry figure and no published research value for the metric yet, reads: "Sources will appear once cohort sample size and research coverage land for this metric."

Two things present on the operator version of this deep-dive are intentionally absent here: the peer-cohort scope picker (National / Regional / Group) with its own distribution chart, and the "Development Over Time" weekly trend chart. Both are built around a single operator's own trajectory against a peer cohort, which does not apply to a network of offices being read against a single industry reference line, so they do not render on the HQ frame.

The live ticker

A thin bar pinned to the bottom of the screen crawls a slow, continuous strip of headline metric figures (margin, collection rate, and similar top-line numbers), each showing its label and current value. It draws from the same industry reference figures as the tab above; where an industry figure has not cleared the reporting bar yet for a given metric, the ticker falls back to your own network's figure for that item so the strip keeps moving. Materials prices are excluded from the ticker; they live in their own tab.

Empty states, in summary

• A metric row with no industry data: the distribution strip reads "Cohort building. Peer data appears once it clears the consent + sample threshold."
• A metric with no offices reporting at all: the whole row is held back and does not render (categories collapse to only the rows that have something to show).
• The office ranking with nothing yet: "No offices have reported this metric yet."
• Data Sources with nothing to cite: "Sources will appear once cohort sample size and research coverage land for this metric."

None of these are broken screens. They are the tab being honest that a number is not ready to publish yet, and every one of them fills in on its own as more offices report data and more operators outside your network clear the reporting bar for that metric.

Related reading

• HQ overview, for how Benchmarks fits alongside the rest of the HQ workspace.
• Network health, for the office leaderboard, regional roll-up, and 90-day network summary.
• Report library, for exporting these numbers into a shareable document.
• Compliance, for the parts of the network view that track standards adherence rather than market performance.