The 'vs national' deltas on hero tiles (and why real groups see none)

What this article covers

The Equipment hero row (see Equipment: what HQ sees across the network) can carry a short comparison fragment tacked onto two of its three secondary tiles, something like "+12% vs national median" or "2.3 avg vs national 1." This article explains exactly what that fragment is, where it comes from, why it only ever appears on Verinode's own demo accounts, and why your live network will never see one splice onto its own numbers.

If you manage a real, live HQ network, the short version is: you will not see this fragment. It is a demo-only feature. Read on if you want to understand the mechanism, or if you're evaluating Verinode with a demo account and want to know what you're looking at.

Where it would appear

Open Assets from the HQ sidebar, then the Equipment pill, at hq.verinode.ai/equipment. The hero row at the top of that page shows three secondary tiles beside the headline: Capital value, Maintenance overdue, and Equipment >5yr. Each tile already carries its own sub-line, "Sum of recorded purchase prices," "+4 due inside 90d," and so on (the full hero layout is documented in Equipment: what HQ sees across the network).

On a Verinode demo account only, two of those three sub-lines can gain a second clause after a bullet separator, for example:

• Capital value sub-line: "Sum of recorded purchase prices · +12% vs national median"
• Maintenance overdue sub-line: "+4 due inside 90d · 2.3 avg vs national 1"

The Equipment >5yr tile never carries this fragment. A comparison for that metric is computed internally, but the current build has no per-operator "count of equipment over 5 years" figure that lines up cleanly with the tile's own count display, only a percentage-of-fleet figure that would mismatch what the tile shows, so the third tile's sub-line is left as-is: "Refresh-cycle candidates" or "All equipment under 5 years," with no national comparison appended, on any account.

Why this exists at all

Verinode's real cross-network benchmark pipeline works by collecting anonymized contributions from every operator into a shared intelligence layer, then computing genuine peer medians and percentiles from that pooled, real data. That pipeline exists and is live for many metrics across the platform. It is not yet populated for equipment metrics specifically: the equipment contribution step that would feed real operator data into that shared layer has not run in production yet, so there is no genuine cross-network equipment benchmark to compare against today.

Rather than leave every hero tile with no comparison at all while that pipeline gets built out, Verinode's demo experience computes a synthetic stand-in: it reads directly from the pool of Verinode's own internal demo accounts, aggregates their per-operator equipment figures into a median, and compares your demo network's per-franchisee average against that median. That is what produces the "vs national median" text you see on a demo account. It is a real computation over real numbers, but the "peers" behind it are Verinode's demo dataset, not the restoration industry.

That distinction matters because a demo-derived number dressed up as "National" would be misleading if a real network ever saw it: it would look like an industry benchmark when it is actually a comparison against Verinode's own internal test accounts. So the system draws a hard line: the synthetic comparison is only ever computed and only ever shown when the viewing account is itself a demo account.

Why real (non-demo) groups always see none

Every time the Equipment page loads, Verinode checks whether the HQ group you're viewing is flagged as a demo account. If it isn't, the national-delta computation is skipped outright, no query, no aggregation, and all three delta fields (the count comparison, the maintenance comparison, and the unused equipment-over-5-years comparison) are set to nothing. The two hero sub-lines that would otherwise carry the extra clause just render their base text with no bullet-separated addition, and the page looks exactly like the equipment overview describes with no mention of a national figure anywhere.

This check fails safe in one specific direction: if the demo flag itself can't be read for any reason, the system treats the account as real (not demo) rather than as demo. That means a lookup failure can only ever suppress the synthetic comparison, never accidentally expose it. There is no configuration or account setting on your side that turns this on or off, it is entirely determined by whether the account is one of Verinode's own internal demo accounts.

How the comparison text is worded, when it does appear

For readers evaluating a demo account, the two comparison formats you'll see are:

• Percent-based ("+12% vs national median," "-8% vs national median," or "matches national median" when the two figures are equal). This form is used when the underlying metric is best read as a relative size difference, currently wired to the equipment-count comparison that lands on the Capital value tile's sub-line.
• Difference-based ("2.3 avg vs national 1," or "matches national median" when equal). This form states your network's own average alongside the national figure directly, currently wired to the Maintenance overdue tile's sub-line.

Both forms compare your network's per-franchisee average (total across your network divided by how many franchisees currently have equipment on file) against the median across the demo-operator comparison pool. If your network has zero franchisees with equipment on file yet, no comparison is computed at all, there's nothing to average. The comparison pool itself is also floored: if too few demo operators have reported a usable value for a given metric, the comparison is treated as unavailable and no delta text is produced, the same protection that keeps every peer comparison across Verinode from surfacing a number built on a handful of accounts.

What happens when real equipment benchmarks seed

This synthetic stand-in is explicitly scaffolding, not a permanent feature. Once the proper cross-network equipment benchmark pipeline has real operator contributions flowing through it, the plan is to retire this demo-only comparison entirely and have the hero tiles (and the overlay's Regional and National scope pills) pull from the same genuine, pooled benchmark that other sections of HQ already use. At that point every HQ network, demo or real, will see the same kind of comparison, sourced from real industry data rather than from Verinode's internal demo cohort. Until then, the rule holds: demo accounts see a synthetic national comparison labeled for what it approximates, and every real network sees its hero tiles exactly as described in the base overview, with no national comparison at all.

Related articles

• Equipment: what HQ sees across the network
• What HQ sees: the network privacy boundary
• Benchmarks at HQ
• Benchmark coverage and anonymity
• Benchmark methodology
• HQ overview