Reading the Materials hero panel

What it is

Every material line you buy, drywall, paint, lumber, fasteners, insulation, roofing and exterior goods, floor coverings, tile and masonry, site protection, cleaning chemicals, restoration consumables, PPE, fleet build-out, comes off a supplier invoice already priced per unit. Materials is the section that reads those prices back to you against what operators like you pay for the same thing, ranked by the dollars at stake so the biggest gap surfaces first, not the longest list.

The hero panel is the flat glass band at the top of the page, no card frame around it, that carries the single number the whole section is organized around. It never shows the same layout twice for the same reason: it rebuilds itself from whichever of three real states your account is in, so what you see on day one, once your own invoices start flowing, and once peer pricing is fully unlocked are three different, honest pictures rather than one static template with blanks.

Verinode does not enter a price list for you and it never invents a "you" number. Every figure in the hero comes from your own supplier invoices as they are processed, matched against a shared material catalog, and, where a peer comparison exists, checked against operators like you. You decide what to do with a gap; Verinode surfaces it and ranks it by the dollars behind it.

Where to find it

Open Materials from the sidebar (/materials). The hero panel is the first thing on the page, before the Take Action row. An Add Data button sits in the page header; it opens the same capture flow used everywhere in Verinode for bringing in supplier invoices by email, upload, or QuickBooks.

On mobile, the same three states appear as a horizontal, swipeable row of tiles at the top of /m/business/materials (via the Feed's Materials shortcut), rather than the single wide desktop band. The numbers underneath are identical; see "On mobile" below for how the layout differs.

The three hero states

1. Day-1 market reference (before your first material purchase)

This is what you see before Verinode has processed a single canonicalizable material line from your invoices. Rather than a blank section or a "0 above cohort" reading that would be misleading on day one, the hero leads with real, published market prices for common restoration materials.

• Eyebrow: Market Reference
• Headline: the count of reference-catalog materials with a published market price for your region (capped at a manageable shortlist, not the full catalog)
• No pill.
• Subtext, verbatim, when reference prices exist: "Market reference prices for [N] common restoration materials. Your own prices appear here as supplier invoices arrive."
• Subtext, verbatim, in the rarer case where no reference price is available at all yet: "Add Data. Your material prices appear here as supplier invoices come in."
• Secondary metrics (left to right):

- Reference Prices, the count above, sub-labeled "Common Materials" - Your Materials, shown as a clean dash, sub-labeled "From Your Invoices" - Your Spend, shown as a clean dash, sub-labeled "Trailing 12 Months"

A dash here is not a broken tile. It means Verinode has no invoice-derived number to show yet, and shows that honestly instead of a fake $0.

2. Peers unlocked with a real opportunity

Once your invoices have produced at least one canonicalizable material purchase, peer reads are unlocked for your account, and Verinode has found at least one material group where you are paying above operators like you, the hero switches to lead with the dollars.

• Eyebrow: Material Prices
• Headline: the count of your own materials tracked from your invoices
• Pill: "Top opportunity: [family name]", e.g. Drywall & Finishing or Roofing & Exterior, the material family carrying the single largest dollar gap
• Subtext, verbatim template: "You pay above operators like you on [X] of [Y] material groups. Closing the gaps is worth about $[Z] a year."
• Secondary metrics:

- Tracked Spend, sub-labeled "Trailing 12 Months", your total measured material dollars - Above Cohort, the [X] from the subtext, sub-labeled "Of [Y] Material Groups", colored to draw the eye when it is greater than zero - Biggest Opportunity, the dollar figure behind the pill, sub-labeled with that family's name

This is the state that also drives the Take Action row directly under the hero: up to three individual materials (not families), ranked the same way, each shown as "You pay $[your price] per [unit] for [material]. Operators like you pay $[peer median]," with "Worth about $[dollars] a year at your volume" underneath. Clicking any of those tiles opens the Biggest Gaps view in place, no page navigation, listing every material priced above peers, not just the top three.

3. Your own data, peer column still dark

This is the middle ground: you have real materials tracked from your own invoices, but either your account has not yet unlocked peer price reads, or none of your specific materials have cleared a confident peer comparison yet. Rather than an empty cohort column, the hero leads with what is real: your own spend and supplier spread.

• Eyebrow: Material Prices
• Headline: the count of your own materials tracked
• No pill.
• Subtext, verbatim template: "[N] material(s) tracked from your invoices across [M] supplier(s). Peer pricing appears as more operators contribute." (the "across N suppliers" clause is dropped if no supplier has been identified yet)
• Secondary metrics:

- Tracked Spend, sub-labeled "Trailing 12 Months" - Suppliers, sub-labeled "On Your Invoices", a clean dash until at least one supplier has been identified - Market References, sub-labeled "For Your Materials", a clean dash until at least one of your tracked materials has a published market price

No peer number is ever fabricated to fill this state. If peer reads are locked for your account, or a material's cohort has not yet cleared Verinode's confidence floor, the columns that would carry that number simply stay dark until it is real.

Key terms

Tracked Spend. The sum of what you actually paid, trailing 12 months, across every material line Verinode could match to the shared catalog and price. It is a floor on your real material spend, not your full materials cost: only lines that resolve to a known material with a usable unit price count toward it. It grows as more invoices flow in and as more of your line descriptions are matched.

Above Cohort. A count of material groups (families like Drywall & Finishing or Paint & Coatings), not individual materials, where more of your priced materials in that family sit above the peer median than below it. It only counts once peer comparisons are unlocked, and it is always shown against the total number of tracked groups beside it, "Of [Y] Material Groups." A reading of zero above-cohort groups is a genuinely good outcome, it means nothing in your book is trending expensive against peers, not a placeholder waiting for data.

Biggest Opportunity. Among the groups counted as above cohort, whichever single family carries the largest total dollar gap for the year, at your own purchase volume. The math behind it, for every material in that family priced above the peer median: your annual units bought, times the difference between your price and the peer median, summed across every material in the family. Only overpaying materials count toward this figure; a material where you are already priced below peers is never netted in to shrink the total. This is also why "Above Cohort" (a group count) and the number of Take Action tiles (individual materials) will not always match one-to-one, they are counted at different levels of the same data.

Two more terms that ride alongside these:

• Suppliers and Your Suppliers on the Explore row both mean the same thing: distinct vendors your invoices have identified as the source of a material. Once a material has two or more suppliers on record, Verinode marks which one is cheaper.
• Market References are published, public prices for common materials, shown as honest context next to your own price. They are a separate source from the peer cohort and are never blended into it.

What sits below the hero

Four more rows carry the same numbers into more depth. Each is worth knowing when you are reading the hero, because the hero's headline and dollar figures are summaries of what these rows show item by item.

• Take Action. First tile opens a conversation with your AI agent seeded for Materials; a second tile, when your data setup is incomplete, names the exact exports still missing and retires itself once you've closed the gap. Both are followed by up to three individual opportunity tiles, described above.
• Explore. Five tiles: Price vs Peers, Your Suppliers, Spend Mix, Market Context, Biggest Gaps. Every tile always renders, even before data lands, with an honest caption like "prices appear from invoices" until it does. Clicking one opens that analysis in place, no navigation away from the page.
• Market context. Up to six of your tracked materials that have a published market reference price but no peer cohort yet, shown as a softener so the section is never fully blank while peer data is still forming.
• Most recent. Your latest individual material purchases, one tile per line, showing the amount paid and the quantity and unit bought. Empty state, verbatim: "Material purchases appear here as supplier invoices flow in by email, upload, or QuickBooks."

Inside the Explore views, peer prices carry a small confidence label, Early signal, Indicative, Observed, or Verified, next to a count of how many peer operators are behind that specific price. Read the label as the trust signal: Early signal means the comparison is thin and still forming, Verified means it rests on an established base of peer contributions. The label does the job so you never have to guess from a raw count.

On mobile

The mobile Materials home (/m/business/materials) reads the same three states but renders them as a swipeable row of three tiles instead of one wide band, and it collapses states 2 and 3 above into a single tile set with conditional wording:

• Day 1: Market Reference (count), Your Materials ("Appear as invoices arrive"), Your Spend ("Trailing 12 months")
• Once you have your own data: Biggest Opportunity (the dollar figure and family, or "Peer pricing appears as operators contribute" when there is no opportunity yet), Materials Tracked (count, with "[X] of [Y] groups above cohort" once peers are unlocked, otherwise "Across [N] suppliers" or "From your invoices"), Tracked Spend (Trailing 12 months)

Below the tiles, the same five-aspect Explore row opens the same in-page analysis as web, and Most Recent lists your latest purchases the same way.

Best-practice example

Say your hero reads Material Prices, headline 34, with the pill "Top opportunity: Roofing & Exterior." The subtext says you're above operators like you on 3 of 11 material groups, worth about $9,400 a year. Tracked Spend reads $61k, Above Cohort reads 3 of 11, and Biggest Opportunity reads $6,200 next to "Roofing & Exterior."

Open Biggest Gaps from the Explore row. It lists individual roofing materials, each with your price marked against the peer band and a dollar-per-year figure. Say one shingle line is driving most of the $6,200: check Your Suppliers for that same material first, if you're only buying from one vendor, that's the fastest lever, a second-source quote often closes more of the gap than a negotiation call. If the gap survives that check, take it to your agent from the Take Action row with the specific number in hand.

Related reading

• Benchmarks overview
• Reading a benchmark
• How benchmarks work
• The Materials benchmark tab
• Understanding your margin
• Connecting your data
• The decision workspace

Data sources