The carrier vs customer gap (divergence)

What the gap is

Restoration operators answer to two different audiences at once: the carrier that assigned the job and the homeowner who lived through it. Carriers score you on documentation and process, response time, moisture readings, photo documentation, drying logs, how complete the file is, rework rate, complaint rate, supplement approval rate. Customers score you on how the whole thing felt to live through. Most of the time those two reads move together. Sometimes they don't: a carrier's scorecard says you're a solid, low-friction contractor, while the same customers you served are leaving Google and Trustpilot reviews that say otherwise. Verinode calls that a divergence, or the carrier vs customer gap. It's a specific, useful contradiction because it's a leading indicator: the carrier-side numbers usually catch up to what customers are already feeling within a quarter or two, one way or the other. Catching the gap early is catching it before it costs you the program slot.

Verinode does not decide anything here. It reads the scorecards your carriers send back and the reviews and survey responses your customers leave, computes both sides on the same scale, and surfaces the gap when there is one. You decide what to do about it, and the reputation-recovery-strategist is the specialist built to help you plan the response.

Where to find it

Open Reputation from the sidebar at iq.verinode.ai/reputation. The card slider has three tabs: Reviews (violet), How you're doing (green), and Findings (copper). The gap lives in two places inside that structure:

• A Carrier vs customer gap subsection inside the How you're doing card, directly under How you compare.
• A finding in the Findings tab, the same underlying signal expressed as a decision you can open, act on, or dismiss.

For the full "How you're doing" card, the Trust Score, the by-platform breakdown, and how you compare to peers, see your Trust Score and How you're doing. This article is the deep dive on the gap subsection specifically.

What you see when a gap is active

The subsection opens with a plain-language line: "Where a carrier scorecard says you're solid but customers rate you lower, close these before the scorecard catches up." Below it, one row per gap:

• The carrier's name, or "A carrier" if Verinode couldn't match the scorecard rows to a named carrier account.
• Customers mention:, followed by up to five themes pulled from the negative reviews (2 stars and under) behind the gap, for example "Customers mention: response time, cleanup." These are the actual topics Verinode's review analysis tagged most often on the low-rated reviews in the window, not a generic list, so they point at what to fix first.
• A red Gap tag on the right, marking the row as active.

That's deliberately all it shows here: no chart, no sigma, no statistical detail. The subsection is written to read in plain English at a glance. When more than one carrier has an active gap, the widest gap is listed first.

What's driving it underneath

Every gap is built from two independent reads over a trailing 90-day window, one per side of the wedge:

The carrier-side read comes from the carrier compliance scorecards you or your team log under Clients, response time, moisture readings, photo documentation, drying logs, documentation completeness, rework rate, complaint rate, supplement approval rate. Each metric is compared against its own target: for rework rate and complaint rate, lower is better, so hitting or beating target scores full marks; for everything else, higher is better, capped once you're at or above target. Those per-metric scores are averaged into a single carrier-side health read for that carrier and period.

The customer-side read comes from your reviews in the same window, weighted mostly by your average star rating with a smaller weight on how many of those reviews got a reply, plus your customer satisfaction survey responses when you're collecting them.

Both reads are then converted onto the same standardized scale, the σ (sigma) you'll see named in the finding, so a "good" carrier-side number and a "good" customer-side number can be compared fairly instead of comparing percentages that mean different things on each side. Zero is an average read; positive is better than average; negative is worse. The gap itself is the distance between the two, the carrier-side sigma minus the customer-side sigma. Verinode only raises a divergence, and only then does the Carrier vs customer gap subsection appear, when the carrier side reads solid, the customer side reads genuinely weak, and the distance between the two is wide enough to be more than ordinary week-to-week noise. That's why it doesn't show up for most operators: on a normal file, the two sides simply track each other.

The Carrier scorecards subsection just below the gap on the same card is the raw carrier-side input. It lists one row per scorecard metric, the carrier name, the metric (humanized, for example "Rework Rate"), the period it covers, the actual value against the target ("actual / target"), and a Meeting target or Below target tag. If you haven't logged any yet, it reads: "No carrier scorecard data yet. Log carrier-side metrics in Clients and they show up here as the input to the carrier ↔ customer wedge." The Customer surveys subsection beneath that is the raw customer-side supplement, six figures (Responses, Avg rating, Response rate, Last 30d, Last 90d, Surveys), reading "No customer survey responses yet. Solicited feedback from your CRM appears here once responses land." when you're not collecting them yet. See your Trust Score and How you're doing for the full breakdown of both.

Opening the finding

The same wedge that drives the subsection above also surfaces as a decision in the Findings tab, and this is where the breakdown gets fuller. Open it and you'll see a headline built from the actual carrier, for example: "[Carrier]'s scorecard says you're solid; your customers say otherwise." The body spells the gap out in plain percentages and the sigma figure behind it: "Over the last 90 days, [Carrier] rates your performance at X% on their tracked metrics, but your public review health sits at Y%. That's a Z.Zσ gap. Carrier scorecards measure documentation and process; customer reviews measure how it felt to deal with you." The recommendation names the specific review themes driving the customer side when Verinode has them, and points you at the specialist built for this: "Talk to the reputation-recovery-strategist for a 30/60/90 plan that closes the gap before the carrier-side numbers turn too."

From there you have the same Act / Not now / Why controls every finding carries. Act hands the finding to Verinode IQ, which asks a couple of quick questions to shape the plan before drafting it, rather than guessing at your situation. See the decision workspace for how Act, Not now, and the resulting plan work across every section, not just this one.

The recovery-plan pointer

Every carrier vs customer gap routes to the same specialist: the reputation-recovery-strategist. It's the default agent for any reputation recovery decision, built specifically to turn a multi-signal reputation problem, reviews, surveys, carrier scorecards, and this gap together, into a concrete 30/60/90-day plan rather than a single generic tip. Ask for it directly in chat ("help me close the gap with [carrier]") or click Act on the finding to start there. Either way, Verinode drafts the plan; you decide whether to run it, adjust it, or set it aside.

Best-practice example

Say a carrier's scorecard shows you comfortably ahead of target on every logged metric this period, on paper, a model contractor for their program. But your Google reviews from the same jobs are running rough, several 2-star reviews in the last 90 days mentioning slow follow-up and messy job sites. Verinode's two reads diverge widely enough to flag it: the Carrier vs customer gap subsection shows that carrier's name with "Customers mention: response time, cleanup," and the same wedge appears in Findings with the full percentage breakdown. Open the finding, click Act, and work the reputation-recovery-strategist's 30/60/90 plan starting with the two themes it already told you about, response time and cleanup, rather than waiting for the carrier's next program review to flag the same thing from their side.

Data sources

Related: Your Trust Score and How you're doing, Reputation section overview, The Reviews list, Clients and carriers, The decision workspace.