The Verinode Score on vendors and entities

What the Verinode Score is

The Verinode Score is the headline rating we put on an external, rate-able entity: a software vendor, an equipment brand, a subcontractor, a carrier or TPA, a materials supplier, and so on. You see it in the Ratings and Benchmarks section as a single number out of 10, next to a one-word label. Tapping the entity opens the deep-dive panel, which shows exactly how that number was built.

It answers one question: based on everything Verinode has gathered about this vendor, plus what operators like you actually experience with them, how strong a choice is this entity for a restoration business right now?

The score exists so you spend your time deciding, not digging. Verinode gathers and scores the evidence. You make the call.

The scale and the labels

Every Verinode Score sits on a 1.0 to 10.0 scale, shown to one decimal place. The number carries a plain-language label so you never have to memorize thresholds:

• Strong: 7.0 and above
• Solid: 5.5 to 7.0
• Mixed: 3.5 to 5.5
• Weak: 1.0 to 3.5

The label is the badge next to the big number at the top of the deep-dive panel (the header reads "Verinode Score" followed by the vendor's category). A score of 1.0 is the floor: no entity drops below it.

What feeds the score

The score is a weighted blend of up to ten research dimensions, plus a Feature Depth layer for software and equipment. Each dimension is scored 1 to 5 on its own, then combined. The dimensions are:

• Market Trust: reputation, adoption, third-party standing
• Peer Intelligence: what operators like you and their teams actually report (covered below)
• Cost Position: pricing relative to the category
• Integration & Ecosystem: how well it connects to the rest of your stack
• Switching Cost: how locked-in you become
• AI & Innovation: product momentum and modern capability
• Risk & Compliance: security, stability, exposure
• Industry Alignment: how purpose-built it is for restoration
• Operational Fit: how it holds up in day-to-day use
• Vendor Trajectory: where the vendor is heading
• ESG: a cross-cutting responsibility signal

Not every dimension applies to every entity. Software leans on Feature Depth, Integration, and AI. Materials suppliers lean on Cost Position and Market Trust. The deep-dive panel has a section titled "How Much Each Dimension Counts For" your entity's category, which shows the exact weight each dimension carries, drawn as bars. That is the model, made visible.

How peer ratings feed the score

The Peer Intelligence dimension is the part that only Verinode can build. It comes entirely from inside the operator network, never from public scraping. It blends operator satisfaction ratings and, weighted even more heavily, team survey responses into that dimension's 1-to-5 score.

Early on, when few operators have rated an entity, this dimension is thin and clearly marked as such. As more operators and their teams rate the same vendor, the dimension firms up and carries more confidence. Your own team's ratings are private to your operator and appear in their own "Your Team's Rating" section of the panel; they inform your view of the vendor without exposing your business to anyone else.

For the full picture of how ratings and reviews are collected and used, see Peer ratings and reviews.

How the score is computed

Each dimension's 1-to-5 score is multiplied by two things: the weight it carries for that category, and a confidence multiplier based on how solid the underlying data is. Those weighted scores are averaged and scaled up to the 1-to-10 range. In plain terms:

• Dimensions with strong, recent, verified evidence pull more weight than dimensions built on estimates.
• Dimensions with too little data are excluded rather than guessed. Their weight redistributes across the dimensions that do have data, so a gap never silently drags a vendor down.
• When only a small slice of the possible evidence is in, the score is capped so a vendor rated on three data points cannot leapfrog a fully-researched category leader.

The panel's "How The Score Is Computed" section restates this for the specific vendor you are looking at, including its coverage figure.

Reading the deep-dive panel

Tap any entity's score to open the panel. From top to bottom you get:

1. 1The header recap: the big score out of 10, the Strong / Solid / Mixed / Weak badge, a "X% of signals in" coverage figure, and when it was last computed. The coverage figure is your honesty check: a Strong score with 80% of signals in is a very different thing from a Strong score with 25% in.
2. 2Verinode Synthesis: a short written read that weaves the vendor's ratings, programs, news, and score into one paragraph, when available.
3. 3Verinode Research: the written rationale behind the number, the why in prose.
4. 4Models & Gear Coverage: for equipment and rental brands only, the individual models under that brand, each with its own Research Score. Note this is separate from the brand's Verinode Score; the panel labels the two distinctly so they never read as one figure.
5. 5Your Team's Rating: your operator's private headline rating, team average, and any per-dimension team scores. Visible only to you.
6. 6Score Trajectory: a sparkline of recent score snapshots, so you can see whether the vendor is trending up or down.
7. 7Dimension Breakdown: every dimension with its 1-to-5 bar and its weight. Tap a row to expand its Indicators: the raw underlying values, each with a confidence pill (Verified, Observed, Reported, Estimated, or Stale), a per-dimension Trend line, and when each was last refreshed. Excluded dimensions are greyed out with the reason.
8. 8How Much Each Dimension Counts: the category weight profile, so you understand what the model rewards for this kind of vendor.

How to read it when choosing a vendor

1. 1Start with the label, then the coverage. A Strong or Solid score with a high "% of signals in" is a confident read. A high score with low coverage is promising but preliminary; open the breakdown before you lean on it.
2. 2Match the dimensions to what you care about. If integration into your existing stack is your deciding factor, expand Integration & Ecosystem and read its indicators rather than trusting the headline alone. A high overall score can still hide a weak dimension that happens to be the one that matters to you.
3. 3Weigh Peer Intelligence for cohort size. More operators rating a vendor means a firmer signal. A thin peer cohort is a real data point, just not the last word.
4. 4Check the trajectory. A rising Solid vendor and a falling Strong vendor can be heading toward each other. The Score Trajectory sparkline tells you which way the wind is blowing.
5. 5Cross-reference your own spend. Pair the score with what you actually pay this vendor. See Vendor spend to bring the two together.

Related

• Peer ratings and reviews
• Operator Health score: the score on your business, not on vendors
• Benchmarks overview
• Vendor spend