Vendor Detail: Score & Research and Score Composition

What this card shows

Every vendor in your stack, software, equipment rental, restoration supply, disposal, whatever it is, carries a Verinode Score: an independent, research-backed read of how strong that vendor is, built from the Verinode research database and, where the data exists, from what other operators on the network actually experience. It is not your rating of the vendor and it is not a rating the vendor writes about itself. It comes from Verinode's own research layer, and this article covers where you see it on the vendor card and what happens when you dig one level deeper.

Two things live in this article:

• Score & Research, the condensed section on the main vendor card: the number, its label, how it compares to the category, and one line on where it comes from.
• Score Composition, the full drill-down you reach from that section: every scored dimension, and, when you have spend on file, a chart showing where your cost sits against peer operators.

Verinode does not decide for you whether a vendor is worth keeping. It assembles the research and the peer signal and lays out exactly how the number was built, so you can weigh a vendor's strengths and weaknesses with the same evidence a fractional COO would have in front of them.

Where to find it

Open Vendors from the sidebar at iq.verinode.ai/vendors. Click any vendor tile to open its detail card, a slide-over with a hero (logo, name, category, and four stats: Spend, Verinode Score, My Rating, Renews) and a row of section tabs beneath it. Score & Research is one of those tabs.

Two ways into the deeper Score Composition view from there:

• Tap the Verinode Score number itself in the hero, at the top of the card. It is underlined to show it is clickable.
• Open the Score & Research tab, then click View Composition → at the bottom of that section.

Both take you to the same place. For how the rest of the vendor card is laid out, see Inside a vendor card: the detail view.

Score & Research

This is the condensed view: enough to answer "is this vendor strong" at a glance, with a link to go deeper if you want the full evidence.

The score. A large number, formatted to one decimal place on a 1.0 to 10.0 scale. Beside it, a colored tier badge:

• Strong, green
• Solid, copper
• Mixed, amber
• Weak, red

Strongest signal. Next to the score, a single line names the single dimension scoring highest for this vendor and its own 1-to-5 value, for example "Strongest signal: Market Trust (4.2/5)." It is a one-line answer to "why is this vendor scored the way it is" without having to open the full breakdown.

Category median. When Verinode has computed a median score for this vendor's category (the curated middle value across every vendor Verinode has researched in that category), a second line appears underneath: the median figure itself, and a delta reading something like "+0.6 vs this vendor" or "-0.3 vs this vendor," colored green when this vendor sits above the category, red when it sits below, and neutral when the gap is small enough to be noise. Both the vendor's score and the category median come from the same research layer, on the same 1-to-10 scale, so this is an apples-to-apples comparison. It is never mixed with operator satisfaction ratings, which live on a different 1-to-5 scale and appear separately in the Ratings & Feedback section of the card.

Where it comes from. A short explanatory line sits below the numbers: "Pulled from the Verinode research database, market reviews, security posture, adoption signals, company trajectory. Operator ratings are tracked separately in Ratings & Feedback." This is there so you never mistake a research-derived score for a peer rating, or the reverse.

View Composition. A button at the bottom of the section opens the full drill-down, described next.

Empty state. If the vendor has not been scored yet, none of the above renders. Instead the section reads: "Score forming, comes into focus as more Verinode research data flows in on this vendor." This is common for smaller or newer vendors Verinode's research layer has not fully covered yet. It is not an error, and no action is required on your end, the score appears once enough research signal accumulates.

Score Composition drill-down

Tapping View Composition, or the Verinode Score number in the hero, takes you one level deeper into a dedicated card. Every other section pill disappears while this view is open, so the card reads as a single deeper page rather than a crowded tab row. A breadcrumb at the top, "{vendor name} / Score composition," with a back arrow, returns you to the normal section view.

Two things render inside, when the data exists for them:

Score Dimensions

A flat, ranked list, heaviest-weighted dimension first, of every dimension that carries weight for this vendor's category. Up to eleven possible dimensions feed the Verinode Score, though not every dimension applies to every category, a vendor's list only shows the dimensions that actually count toward its score:

| Dimension | What it measures | |---|---| | Market Trust | Aggregate ratings from G2, Capterra & BBB | | Peer Intelligence | Satisfaction from operators using this vendor | | Cost Position | Your pricing vs. peers + contract fairness | | Integration & Ecosystem | API quality & key integration depth | | Switching Cost | Ease of exit, contracts & data portability | | AI & Innovation | AI resilience & vendor innovation velocity | | Risk & Compliance | Security certifications & legal exposure | | Industry Alignment | Restoration industry fit & approvals | | Operational Fit | Usability, onboarding & support quality | | Vendor Trajectory | Financial health & product momentum | | ESG & Sustainability | Sustainability & environmental commitments |

Each row shows:

• The dimension name and its one-line description, from the table above.
• A confidence dot, colored by how solid the underlying evidence is: green for verified data, copper for observed, blue for reported, amber for estimated, gray for stale. The dot sits beside the dimension name whenever the dimension has a score.
• A horizontal bar under the name, filled proportionally to the dimension's 1-to-5 score, colored green at 4 and above, copper from 3 to 4, amber from 2 to 3, and red below 2.
• The score itself, on the right, out of 5, to one decimal place.

Excluded dimensions. A dimension without enough underlying data to score is shown at reduced opacity with a dash instead of a number, and a short italic note explaining why, typically "Insufficient data to score." This is Verinode declining to guess rather than forcing a number out of thin air, an excluded dimension's weight redistributes across the dimensions that do have real data, so a coverage gap never silently drags the overall score down.

Expanding a row. Any dimension that has underlying indicators attached (the individual raw data points that fed the dimension's score) shows a small chevron and is clickable. Clicking it expands a list of every indicator behind that dimension. Each indicator row shows:

• A status icon: a check for collected data, an hourglass for data still pending collection, a dash for "not applicable" to this vendor, a warning triangle for a value the vendor claims about itself but Verinode has not independently verified, an X for data that was searched for but not found, and a lock for data deliberately withheld.
• The indicator's label (for example "G2 Rating" or "SOC 2 Certified").
• The raw value Verinode has on file for it, formatted plainly: numbers, Yes/No for booleans, a comma-separated list for arrays, or a dash when there is nothing on file.
• The indicator's own 1-to-5 score, or a dash if it did not contribute a score.
• A small confidence dot, using the same color scale as the dimension-level dot.

This is the most granular level of evidence the card exposes, useful when you want to see exactly which raw fact is pulling a dimension's score up or down rather than trusting the rolled-up number alone.

Peer Cost Distribution

Below the dimension list, when you have a monthly cost on file for this vendor (set or edited from The Contract section) and Verinode has enough peer spend data on this vendor to build a distribution, a horizontal bar chart shows where your cost sits relative to other operators paying for the same vendor.

What you see. A shaded band on the bar marks the range between the peer 25th and 75th percentiles, the middle half of what peer operators are paying. A thin marker inside that band marks the peer median. A separate, bolder marker shows your own monthly spend on the same scale. Underneath the bar, two labels read your figure and the peer median directly in dollars, for example "You: $450/mo" and "Median: $410/mo."

How to read it. If your marker sits inside the shaded band, you are paying in line with the middle of the peer pack. A marker sitting well to the right of the band, past the 75th percentile edge, means you are paying meaningfully more than most peer operators on this vendor, worth a renegotiation conversation or a look at the Alternatives section of the card. A marker to the left means you are already ahead of the pack on cost.

Empty state. If you have no monthly cost on file for this vendor, or Verinode does not yet have enough peer spend data to build a distribution, this chart is simply omitted, no placeholder or broken chart appears in its place.

When nothing renders

If neither the dimension breakdown nor a peer cost distribution is available, the whole drill-down reads: "Composition detail will appear as Verinode research on this vendor gathers more signal." This is the same "still forming" posture as the condensed Score & Research section, just phrased for the deeper view.

Best-practice example

Say a software vendor in your stack shows a 7.4 Strong score with a category median of 6.8, a half-point ahead of the field. Opening Score Composition, the dimension list shows Integration & Ecosystem and Operational Fit both scoring near 4.5, with Risk & Compliance greyed out and marked "Insufficient data to score," Verinode has not yet been able to verify this vendor's certifications. The Peer Cost Distribution shows your $450 a month sitting just past the peer 75th percentile, a bit above what most operators pay. Read together: a genuinely strong, well-integrated tool with an unverified security posture and a price on the high side. That is a renegotiation and a security-questionnaire conversation, not necessarily a replacement one, exactly the kind of nuanced read the composition view is built to give you instead of a single number.

Data sources

Related articles

• Inside a vendor card: the detail view
• Vendor Detail: The Contract, Renewal & People
• The Verinode Score on vendors and entities
• How benchmarks work
• Reading a benchmark
• Benchmarks overview
• The decision workspace

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