The shopexperts Score: How We Rate Expert Trust and Verification

The shopexperts Score is our internal confidence rating for every expert on the platform. It sits alongside reviews and star ratings, but it answers a different question. A star rating tells you how happy past clients were. The shopexperts Score tells you how much of an expert's reputation can actually be verified — how deep and how current the proof is.

Think of it as a background check that runs continuously. Instead of one glowing testimonial, the score rewards a pattern of independent, checkable evidence: a real website, a live marketplace presence, a track record, a claimed and verified profile, case studies, and recent activity. The more of that an expert can show, the higher the score.

The score is built from twelve signals across two groups — Trust Signals and Verification Signals — that add up to a maximum of 100 points.

The core idea: Reviews tell you about the outcome of one project. The shopexperts Score tells you how much proof exists across an expert's whole presence. Used together, they give brands a fuller, harder-to-fake picture.

Every point in the score comes from one of two categories. Understanding the difference explains why two experts with similar reviews can land on very different scores.

Trust Signals (public)

Public proof points that anyone can verify from the outside — a live website, a marketplace listing, visible reviews, years in business. These are counted automatically, whether or not the expert has claimed their profile.

Verification Signals (submitted)

Points that unlock only when an expert claims their listing and submits each artifact — a verified LinkedIn, case studies, defined services, and recent updates. This is the expert vouching for themselves with evidence we can check.

Trust Signals are worth up to 60 points and Verification Signals up to 40 points. A strong score needs both: real outside proof and an expert who has stepped forward to verify and maintain their profile.

The score adds up to 100 points across twelve signals. Here is exactly what each one is worth.

Trust Signals (max 60)

Verification Signals (max 40)

Totals: 60 + 40 = 100 points. A profile can show its progress at any time (for example, "11 of 12 signals"), making it clear exactly which proof points are earned and which are still open.

Next to the number, every score carries a confidence label. Confidence reflects how much of the score is backed by verified, current evidence rather than the raw number alone. A high score built mostly on claimed-and-submitted verification, recent activity, and on-platform reviews carries more confidence than the same number resting on thinner proof.

High Confidence. Strong proof across both signal groups. The profile is claimed, verified, and recently maintained — the number is well supported.

Moderate Confidence. Solid public trust signals, but some verification is still missing or the listing hasn't been updated recently. The score is reasonable but not fully corroborated.

Building / Lower Confidence. Limited verifiable evidence so far — often an unclaimed profile or few submitted artifacts. Treat the number as an early read that will firm up as proof is added.

The exact label shown always reflects the live state of the profile, so it can move up as an expert adds verification or as public signals change.

Your score isn't fixed — it's a scoreboard for the reputation work you're already doing. Here's the fastest path to a higher, higher-confidence number:

• Claim your profile first. This single step is worth 10 points on its own and unlocks every other Verification Signal. Nothing else in that group counts until you do.
• Verify your LinkedIn. A quick, high-signal confirmation of who you are.
• Collect reviews on shopexperts. On-platform reviews are worth more than imported ones because we can verify them directly. Ask recent clients to leave one here.
• Add at least three case studies. Show real work and outcomes — these carry weight with brands as well as points.
• Define your services clearly. List at least three so brands know exactly what you offer.
• Keep your listing fresh. Update it at least once every 30 days to earn (and keep) the recency points and hold your confidence level high.
• Strengthen your public footprint. A live website, an active marketplace listing, a healthy review volume and rating, and years in business all feed your Trust Signals.

Quick win: If you do only one thing today, claim your profile. It's the highest-value single action and it opens up the other 30 verification points.

The shopexperts Score is designed to make your shortlisting faster and safer. Here's how to use it well:

• Read the score and the confidence label together. A 90 at High Confidence is a fundamentally stronger signal than a 90 that's still building — the label tells you how much to trust the number.
• Use it alongside reviews, not instead of them. The score measures depth and verifiability of proof; reviews measure client satisfaction. You want both pointing the same direction.
• Open the signals breakdown. The number is a summary; the breakdown shows exactly why. If verification matters most to you, look for a claimed profile, verified LinkedIn, case studies, and recent updates.
• Don't over-penalize a new profile. A lower or still-building score can simply mean an expert hasn't finished claiming and submitting proof yet — not that they do poor work. The breakdown helps you tell the difference.
• Treat it as one input in your decision. The score narrows the field and flags who has done the work to prove themselves; your conversation and their portfolio close the deal.

Related guides on hiring, vetting, and working with Shopify experts:

• Browse Shopify Experts — every profile shows its shopexperts Score and confidence label
• Knowledge Hub — guides on Shopify plans, themes, apps, and hiring
• Shopify Plans & Pricing 2026 — what Shopify itself costs before you hire help
• Best Shopify Themes 2026 — the theme ranking most stores start from