The Ratings tab and peer reviews

What the Ratings tab is

The Ratings tab is where the network's collective experience with a supplier, a piece of gear, or a way of working becomes a number you can act on. Its subtitle says it plainly: "Peer reviews + Verinode Research Score on every rate-able entity." For every vendor, equipment product, restoration process, and carrier or TPA in the catalog, it carries two independent reads side by side, the anonymized peer rating other operators have given it, and the Verinode Research Score derived from Verinode's own research on it.

It is one of the seven tabs on the Benchmarks data room. Open Benchmarks from the sidebar under Intelligence and pick Ratings from the tab bar. Nothing reloads; the tab body swaps in place.

Verinode is an independent data trust, not a carrier product. Peer ratings are drawn from anonymized operator contributions and are never sold to carriers. That independence is exactly what makes them worth trusting when you are weighing a vendor or a purchase. Verinode surfaces the number; you decide what to do with it.

How the tab is organized: three levels deep

The Ratings tab is a drill, not a flat list. You click your way in, one level at a time, and a breadcrumb at the top (All › Software › Job Management / ERP) walks you back out.

1. 1The landing. Five large tiles, one per kind of thing you can rate: Software, Services, Clients (the carriers and TPAs you work with), Equipment, and Processes. Each tile counts how many entities of that kind exist, for example "142 vendors" or "38 products".
2. 2The category grid. Click a tile and you land on a grid of category tiles within it, for example Estimating Software, Job Management / ERP, and Thermography Software under Software. Each category tile shows how many entities it holds and, for vendor types, how many are peer-rated and how many are Verinode-scored.
3. 3The drill. Click a category and the full table opens: every entity in it, with its Verinode Score, peer rating, and your team's own rating in adjacent columns.

Software and Services are both backed by the same underlying vendor data; the split is by vendor type, so operator-facing tools land under Software and subcontractors, insurance, supplies, and professional services land under Services. Equipment is drawn from the research product catalog (air movers, dehumidifiers, HEPA units, generators, and so on), sliced by equipment class.

The rating table: three reads on one row

Inside a vendor category, the drill opens as a table with one row per entity and three rating columns:

• Verinode Score. Verinode's own research-driven composite, shown as a number with a one-word label, Strong, Solid, Mixed, or Weak, color-coded so the standing reads at a glance. This is the research read, not a poll of operators. It has its own deep-dive; see the Verinode Research Score.
• Peer Rating. The anonymized cohort read, an average across every operator who has rated this entity, shown as 4.2 / 5 (or / 100 for processes) with n=X peers beneath it so you can see how many operators stand behind it.
• Team Rating. Your own private read, your headline rating or your team's average from internal surveys. Where you have not rated an entity yet, this column shows an inline five-star picker so you can rate it on the spot. How that works is covered in rating an entity.

Rated and scored entities sort to the top; entities that are in the catalog but not yet rated show dimmed at the bottom as "not yet rated", so you still see the full field of options in a category even before the network has weighed in on all of them. A small chip next to a vendor name flags when a carrier program requires, blocks, prefers, or approves that vendor.

For vendor categories that carry Verinode Scores, a Table / Quadrant toggle sits above the drill. The quadrant view plots the scored vendors on Product Capability against Vendor Trust, so a whole category's competitive shape reads in one picture.

Processes read a little differently: their table shows Name, Category, Score, a distribution strip, and the rating count, because a process is scored on a documented-workflow LEAN score (0 to 100) with framework sub-scores rather than a one-to-five satisfaction star.

What the deep-dive shows

Click any row and its deep-dive opens. It is the full intel surface for that one entity:

• The headline. The entity name, its overall score with the right suffix (/ 5 or / 100), and a pill counting the ratings behind it.
• Cohort Distribution. A band showing where the cohort sits, with P25, Mean, and P75 marked and your entity's position on it. A quiet line notes it is "Approximated from running mean + variance", this view is about the shape of peer opinion, not a claim of exact quartiles.
• Dimension Breakdown. When the ratings carry sub-scores, each shows as its own bar. For a process, these are the framework adherence scores, IICRC S500, IICRC S520, IICRC S770, and OSHA, each with its own count. A framework bar only appears once enough operators have contributed a score for it.
• How Ratings Are Collected. A short, honest note on where the number comes from: that each rating writes to the contributing operator's private record and, with consent, anonymizes through to this peer cohort, and that a score only appears once the cohort clears the minimum.
• More In This Category. Chips linking to the other entities in the same category, so you can hop sideways without backing all the way out.

How peer ratings stay anonymous

The peer number is an aggregate and only ever an aggregate. When an operator rates a vendor, that rating is hashed and written to the shared intelligence layer stripped of any identity, then folded into a running average for that entity. No individual operator's rating is ever exposed, and no rating is ever sold to carriers.

A score only publishes once a genuine cohort stands behind it. The count you see (n=X peers) is distinct contributing operators, not the raw number of ratings, so the anonymity floor is measured in real, separate businesses. Below that floor there is simply no number to show, which is why a brand-new category can look sparse until the network fills it in.

The compare view

To weigh a shortlist side by side, tick the checkbox on up to four rows. A floating Compare bar appears once you have two selected (it caps at four). Open it and the Compare ratings panel lays the selected entities out in columns with a row for each signal:

• Verinode Score, with its Strong / Solid / Mixed / Weak label.
• Peer Rating, with the peer count.
• Your Team, your team average or your own rating, or "not rated".
• Carrier Programs, how many carrier programs require, block, prefer, or approve each vendor.

At the bottom, an Advisory prompt offers to turn the shortlist into a real sourcing exercise, Verinode Advisory runs the outreach and brings back quotes, if you want to take a comparison off the screen and into a decision.

Empty and gated states

• Nothing rated yet. When no entity has cleared the cohort minimum and no catalog is loaded, the tab reads: "No rated entities have cleared cohort minimums yet. Items appear here once 3+ operators have rated the same vendor / process / equipment item, or once a vendor's data passes the Verinode Research Score density threshold."
• Equipment and Processes before peers accumulate. These two fall back to a full catalog browse until peer satisfaction ratings build up, so you can still explore the entire research library (every air mover, dehu, and HEPA under Equipment; every documented process under Processes) sliced by class or category. The peer numbers light up on top once the cohort clears the floor.
• A blurred peer number is not a bug. Peer reads are the scarce core of the room, so they unlock by contribution or a paid membership. Where you have not yet contributed the matching data, a peer figure may show as a teaser or stay locked and blurred, with a clear path to bring it into focus. The full rules live in the Benchmarks data room.
• On the HQ network view, the inline rate action does not appear, because a network-level viewer has no single operator record to write a rating to. The peer and score reads still show.

Getting the most from it

1. 1Open Benchmarks from the sidebar and select the Ratings tab.
2. 2Drill into the kind of thing you are weighing: Software or Services for a tool, Equipment for gear, Processes for a workflow, Clients for a carrier or TPA.
3. 3In the category table, read the three columns together: the Verinode Score for the research view, the peer rating for the network's experience, and your own team rating for the inside view.
4. 4Tap a row to open the deep-dive for the distribution and any dimension breakdown.
5. 5Tick up to four rows and open Compare to line up a shortlist before you decide.
6. 6Where your team column is empty, add your own rating so the next operator, and you, have a fuller picture. See rating an entity.

Data sources