The network material-price hero: benchmarked count, spend, above-cohort, savings

What this is

Materials is the network view of what your membership pays for the physical goods that go into restoration jobs: drywall, paint, fasteners, lumber, roofing, PPE, and the rest of the catalog. Verinode reads the supplier invoices flowing up from every location, canonicalizes each line item to a single material record, and compares what your network pays per unit against what a comparable industry cohort pays for the same material. The page opens on one hero band: a single dominant number, three supporting figures beside it, and a plain-language sentence tying them together. That hero is the subject of this article.

HQ never sees a single franchisee's raw invoice or private price. Materials is built entirely from aggregates: network medians, cohort medians, and counts. A franchisee's individual pricing only ever appears inside this rollup as one anonymized contributor to a network-wide number, and only once enough locations are buying a given material for that number to be shown safely. See Network health and HQ compliance for how that privacy boundary is enforced everywhere on the platform, not just here.

Where to find it

Open Materials from the HQ sidebar at hq.verinode.ai/materials. It sits in the same left-rail list as Vendors, Carriers, TPAs, Commercial, Facilities, Fleet, and Equipment, each built on the same page shell described in HQ overview. Materials loads with the hero band at the top of the page; scrolling down moves through three more rows built on the same data: Top opportunities, Spend by family, and All materials. This article covers the hero only, the four headline numbers every leadership team sees the moment the page loads.

The hero band, top to bottom

The hero has two halves. On the left, one giant number under the eyebrow NETWORK MATERIAL PRICES. On the right (below it, on narrower screens), three smaller figures in a row: Network Spend, Above Cohort, and Savings Opportunity. A single sentence beneath the giant number ties all four together in plain language. There is no card or border around any of it, it flows directly on the page, the same flat glass treatment as every other section's hero.

1. The giant number: materials benchmarked

The large number on the left is the count of distinct materials your network currently has enough data to benchmark, drywall compound, 2x4 lumber, roofing felt, whatever your locations are actually buying and invoicing. It counts up from zero when the page loads.

This number is deliberately conservative. A material only counts here once enough distinct locations across your network are buying it for a network-wide comparison to be shown without exposing any single location's private price. A material bought by too few locations network-wide simply does not appear anywhere on the Materials page, not in this count, not in Top opportunities, not in All materials. There is no placeholder row or "N hidden" note for it: it is left out entirely, the same anonymity floor that governs every HQ aggregate.

There is no separate label printed directly under the number (the eyebrow above it reads "Network Material Prices," not "Materials Benchmarked"); the sentence beneath the number is what tells you what it counts. Read that sentence next.

2. The tie-together sentence

Directly under the giant number sits one sentence that explains what all four hero figures mean together. It has two forms:

• Cold start, when the benchmarked count is zero: "Network material prices appear here as your locations' supplier invoices come in." Nothing is broken, the network simply has not accumulated enough invoice data yet for any material to clear the anonymity floor above.
• Live, once at least one material is benchmarked: "Your network pays above the industry cohort on [Above Cohort count] of [benchmarked count] materials. Closing the gaps is worth about [Savings Opportunity] a year."

For example, if your network has 40 benchmarked materials, 9 of them priced above the cohort, and $86k a year of closeable gap, the sentence reads exactly: "Your network pays above the industry cohort on 9 of 40 materials. Closing the gaps is worth about $86k a year." Every number in that sentence is one of the three figures described below, restated in one line so leadership does not have to do the arithmetic themselves.

3. Network Spend

The first of the three smaller figures, labeled NETWORK SPEND with the sub-label Trailing 12 Months. This is the total dollar amount your network has spent, across every location, on every material that clears the anonymity floor, over the last twelve months. It is a straight sum of each material's network annual spend, so it only ever counts what is actually benchmarked above; a material still below the floor does not contribute to this total either.

Read Network Spend as your network's total exposure to material pricing, the base the Savings Opportunity figure is a percentage of. It has no per-location breakdown on the hero: HQ sees the network total, never a single franchisee's spend.

4. Above Cohort

The middle figure, labeled ABOVE COHORT with the sub-label Of [benchmarked count] Materials. This counts how many of your benchmarked materials have a network median unit price higher than the cohort's median unit price for that same material, in other words, how many materials your network is currently paying more for than the comparable peer cohort pays.

"Cohort" here means the external industry benchmark: for each material, Verinode compares your network's own median price paid against the median price a comparable peer group of restoration businesses pays for that material. A material only counts as "above cohort" when both your network's median and the cohort's median are present and your number is strictly higher.

When Above Cohort is greater than zero, the figure renders in the Analyse signal color to draw the eye, this is the number that says "some of what you're buying costs more than it should." When it's zero, it renders in the neutral foreground color: nothing to flag, at least among currently benchmarked materials.

5. Savings Opportunity

The third figure, labeled SAVINGS OPPORTUNITY with the sub-label Per Year At Cohort Median. This is the total annual dollar amount your network could recover if every material currently priced above cohort came down to the cohort's median price instead, summed across all benchmarked materials. It answers the question "if we fixed every above-cohort material, what's it worth per year?"

This is the number the top pill and the tie-together sentence both point back to. It is a ceiling, not a guarantee: the cohort median is a real, achievable price point other comparable operators are getting, not a theoretical floor, but closing every gap to exactly the median assumes perfect execution across every location and every material.

The pill: top opportunity by family

Above and to the right of the giant number, a pill sometimes appears reading "Top opportunity: [family name]", for example "Top opportunity: Drywall & Finishing." It names the material family (the broad category a material belongs to, drywall, paint, fasteners, roofing, and so on) that carries the single largest combined annual savings opportunity across all its materials, not necessarily the family your network spends the most on. The pill renders in the Maintain signal color.

The pill only appears when a top family exists and that family's combined savings opportunity is above zero. If every benchmarked material is already at or below its cohort median, there is no gap to point to and the pill is simply absent, no placeholder, no "no opportunities" pill.

What's below the hero

The hero sets the headline; three rows underneath it let leadership work the detail:

• Top opportunities lists up to six individual materials with the largest annual savings opportunity, each showing what your network pays per unit versus the cohort median, the dollar value of closing that one gap, and how many locations are buying it.
• Spend by family breaks total network spend and savings opportunity out by material family (Drywall & Finishing, Paint & Coatings, Roofing & Exterior, and so on), sorted by the family with the largest opportunity first.
• All materials lists every benchmarked material with its network median unit price and a plain comparison against the cohort, "above cohort $X.XX" or "at or below cohort $X.XX," so you can scan the full catalog rather than just the top gaps.

If your network has no material savings opportunities yet, Top opportunities reads: "No material savings opportunities found yet. They appear as locations contribute invoices and cohorts form." If no materials have cleared the anonymity floor at all, All materials reads: "Network materials appear here as your locations' supplier invoices come in."

How to use it

1. 1Scan the tie-together sentence first. It gives you the headline in one line: how many materials are above cohort, out of how many, and what closing the gap is worth per year.
2. 2Check the pill. If a family is named, that is where the single largest dollar opportunity concentrates, start any purchasing conversation there.
3. 3Compare Above Cohort against the benchmarked count. A high ratio (most benchmarked materials priced above cohort) points to a network-wide purchasing or vendor-negotiation gap; a low ratio with one large Savings Opportunity number usually means one or two expensive materials are driving the whole figure.
4. 4Scroll to Top opportunities and Spend by family to see which specific materials and categories are behind the hero numbers, then use All materials to check any material that isn't in the top six.

Empty states, verbatim

• Hero, no benchmarked materials yet: "Network material prices appear here as your locations' supplier invoices come in." (The giant number itself still shows 0, not a dash, since the count is always a real number, just zero.)
• Top opportunities row, no savings gaps: "No material savings opportunities found yet. They appear as locations contribute invoices and cohorts form."
• All materials row, no benchmarked materials: "Network materials appear here as your locations' supplier invoices come in."

Best-practice example

Say the hero reads 40 materials benchmarked, $1.2M in trailing-12-month network spend, 9 of 40 above cohort, and a $86k savings opportunity, with the pill reading "Top opportunity: Roofing & Exterior." The tie-together sentence already told you the shape of the problem: a minority of materials, a meaningful dollar gap. Scroll to Spend by family and confirm Roofing & Exterior carries most of that $86k, then open Top opportunities and find the one or two specific roofing materials driving it, each showing your network's median price against the cohort's and how many locations are buying. That is the conversation to have with your national roofing supplier, not a network-wide memo about material costs in general.

Related reading

• HQ overview, the sidebar, page shell, and privacy posture every HQ section shares.
• HQ benchmarks, how Verinode builds and gates peer-cohort comparisons across the network.
• Network health, the network-wide signal layer Materials draws its aggregation and anonymity rules from.
• HQ compliance, how the franchisee-data privacy boundary is enforced across every HQ surface.

Data sources