What's driving demand: the industry driver table

What the driver table shows

The Demand outlook gauge on Forecasting gives you one word and one number: Busier, Steady, or Cooling, plus a momentum score. The driver table is what sits underneath that verdict: the actual published indicators Verinode read to arrive at it, laid out one per row, each with its own recent trend and its own read on whether that movement is good or bad for a restorer's pipeline. If the gauge is the verdict, this table is the evidence.

Every row is a real, publicly published macro or industry series (a claims frequency reading, a producer price index, a hurricane season forecast, a mortgage rate), not anything derived from your business. Verinode does not create this data or track it as your data. It reads it from named public sources, translates it into a plain "up is good" or "up is bad" read for a restoration operator, and shows you the row so you can judge the call yourself instead of taking the headline word on faith.

Where to find it

1. 1Open Forecasting from the sidebar at iq.verinode.ai/forecasting.
2. 2At the top of the page, two hero cards sit side by side: Demand outlook · next 90 days on the left and Your capacity on the right.
3. 3Click anywhere on the Demand outlook card (or press Enter or Space when it has focus).
4. 4An overlay opens titled "What's driving demand", layered over the page with the sidebar and the AI Co-COO panel both still visible. The driver table sits inside this overlay, below the momentum headline and rationale.

The table only lives inside this overlay. It is not a standalone tab and does not appear anywhere else on the page.

Reading a row

Each row is one indicator, laid out in three parts, left to right.

Label and category

The indicator's plain-language name (for example, "Property Claims Frequency," "Rebuild Input Costs," "Contractor Backlog") sits in bold on the left. Directly under it, in small uppercase letters, is its category: Demand, Economic, Insurance, Weather, Input Cost, or Labor. The category tells you which part of the business the indicator speaks to before you even read the number, an Insurance row is about claims and premium, an Input Cost row is about what materials and rebuild are costing right now.

The sparkline

The middle of the row carries a small filled line chart of the indicator's recent history, oldest reading on the left to the newest on the right. It auto-scales to that indicator's own recent range, so even a small real move still reads as visible motion on the line, this is not a chart meant for cross-indicator comparison, it is meant to show "is this one moving, and which way." The line and the light fill beneath it are colored to match the row's tone (see below).

This column is hidden on narrower screens. On a phone-width view you see the label, category, value, and change, just not the sparkline itself.

If an indicator has no recent series to plot, the sparkline column instead reads "No recent series."

Value and recent change

On the right, a bold number is the indicator's current reading, formatted for its own unit: a percentage reads as, for example, "8.7%," a dollar figure reads with a leading "$," and any other unit reads as the number followed by a short unit word (for example, "8.2 months" for a backlog measured in months of work under contract).

Underneath the value sits one of two things:

• A recent-change line, for example "+3.2% recent" or "-1.4% recent," when Verinode can compute how much the plotted series moved from its oldest point to its newest. This is the change across the whole plotted window, not just the latest single reading against the one before it.
• The as-of period, for example "2025," "Q1 2026," or "2026 season," when there is no series to compute a change from (fewer than two points, or the earliest point is zero). This tells you how current the single reading is instead.

What the color means

The value, the change line, and the sparkline all share one tone, and that tone is never just "up is green, down is red." It is judged against what actually helps a restoration operator:

• Green (the Expand signal color) means this indicator's recent movement is good for your pipeline: for example, claims frequency trending up, or mortgage rates trending down.
• Red (the Analyse signal color) means the movement is working against you: for example, rebuild input costs trending up, or contractor backlogs shrinking.
• Copper, the neutral tone, means either the movement is flat, or the indicator itself is one Verinode treats as informational rather than directional (for example, a premium-growth or hurricane-outlook figure), so no good/bad call is placed on it regardless of which way the line moves.

This is exactly why the same-looking upward line can be colored differently on two different rows. A rising claims-frequency line is green because more claims points to more restoration work. A rising input-cost line is red because it is squeezing the margin on that same work. The direction of the line never tells you the tone by itself, read the color, not just the slope.

Clicking a row

The whole row is clickable, and every row does the same thing: it takes you to the Industry Data tab under Benchmarks. There is no separate per-indicator detail screen reached from this table, clicking any row, or the "See all" control above the table when it is shown, lands you on the same destination as the closing link described next.

Two empty states

No indicators at all. If nothing has connected yet, the table's spot in the overlay shows one line instead of any rows: "Industry data will appear here as the macro and industry series connect." This is not an error, industry indicators refresh from their public sources on their own schedule and simply have not landed yet for your account.

A single indicator with no history. Even once indicators are flowing, an individual one can still be missing its trend, in which case that one row shows "No recent series" in place of the sparkline and falls back to its as-of period instead of a change percentage, while every other row in the table displays normally.

The promise underneath: sources and never sold

Below the table, a closing line ties the whole overlay back to where the numbers come from: "Every figure traces to a published public source. See the full series, the source, and the methodology on the Industry Data tab in Benchmarks. Industry data is never your data, and is never sold." Clicking through takes you to the Industry Data tab under Benchmarks, where each series carries its named publisher (sources like the Bureau of Labor Statistics, NOAA, the US Census Bureau, Freddie Mac, AM Best, the Insurance Information Institute, Swiss Re Institute, and Associated Builders and Contractors feed different rows), a link to that publisher, and a plain description of its methodology.

That last sentence is doing real work, not just filler. As an independent data trust, Verinode never sells operator data to carriers or anyone else, and this table makes the point concrete: nothing on it is yours. It is the same public information available to anyone who goes looking for it, curated and translated into an operator-facing read so you do not have to track eight different government and industry publishers yourself.

How to use it

Do not stop at the headline word on the Demand outlook gauge. Open the table and check which rows are actually moving and in which direction, a "Busier" call built on one strongly moving indicator reads differently from one built on three modestly moving ones together. Then check the tone colors specifically on any Input Cost or Labor row: a busier season with red rows in those categories is a volume opportunity riding on thinner margins, which is a different decision from a busier season where costs are flat. Use the "Industry Data tab" link when you want the full history and the named source behind any single figure, rather than taking the row at face value.

Related reading

• The demand outlook: busier, steady, or cooling
• Your capacity: headroom and what breaks first
• Forecasting: past, present, and future demand
• The Industry Data tab
• Benchmarks overview
• Understanding your margin

Data sources