DISCLOSURETransportvibe is not a government agency and may be paid by companies displayed. Payment never affects a TrustScore.
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Our methodology

How the TrustScore works

Every auto transport company on Transportvibe carries a single number from 0 to 100. It is built from six weighted pillars, drawn from reviews across five platforms, and adjusted for how recent, how numerous and how reliable that evidence is. It cannot be bought.

See the six pillarsWhat the score means
TrustScore
0–100
Higher is more trustworthy
AvoidMixedHighly Trusted
Recalculated daily, and immediately when a new verified review is published.
Before anything else

Three rules that never bend

Most “top 10 auto transport companies” lists are advertising. Ours is arithmetic. These three rules are enforced in the software itself, not in a policy document.

🔒

A score cannot be purchased

No advertising spend, partnership, subscription or billing event of any kind can write to a TrustScore. The payment system and the scoring system share no connection.

Sponsored is always separate

Paid placement is labelled and displayed apart from organic rankings. A sponsored listing never enters the ranking order and never changes the score shown next to it.

🤖

AI reads, it does not score

AI classifies what each review is about and whether it's positive or negative. The score itself is produced by a fixed formula. AI never invents or adjusts a number.

The pipeline

From raw review to a single number

Reviews are the raw input. The TrustScore is the output. Eight steps sit in between, and each one feeds the next.

STEP 1

Collect

Reviews are gathered from four external review platforms plus Transportvibe's own verified review system.

STEP 2

Tag with AI

Each review is read and tagged: which of the eight service metrics it mentions, and whether the sentiment is positive, negative or neutral.

STEP 3

Aggregate

Tags are counted per company, per platform, per metric.

STEP 4

Weight

Three weights are applied: which platform the review came from, how much data exists, and how old it is.

STEP 5

Combine

Weighted results from every platform are merged into one rate per metric.

STEP 6

Convert to points

Each metric rate is converted to points on a fixed scale.

STEP 7

Score

Points roll up into the six pillars, and the pillars sum to a TrustScore out of 100.

STEP 8

Explain

Red flags, attention points, strengths and a plain-English verdict are generated from the finished score.

The same pipeline runs for every company

No company gets a manual pass, a custom formula or a suppressed metric. A company that has never spoken to us is scored identically to one that has.

Step 7 in detail

The six pillars

Eight service metrics roll into six pillars. The pillar weights reflect what customers actually complain about and praise most often in auto transport, not what's easiest to measure.

30
pts

Reputation

Communication · Updates

Whether the company answers the phone, returns calls, and keeps you informed while your vehicle is in transit. This is the single most-cited factor in both positive and negative reviews across the industry, which is why it carries the most weight.

25
pts

Performance

Pickup · Delivery

Did they do what they promised, when they promised it? Pickup windows honoured and delivery dates met. Operational reliability is the second heaviest pillar because a missed pickup cascades into every other part of the experience.

15
pts

Pricing

Price integrity

Whether the price quoted is the price paid. Bait-and-switch quoting — a low number to win the booking, then a rise before pickup — is the most common complaint category in auto transport, so it gets its own pillar rather than being folded into service quality.

15
pts

Experience

Vehicle condition · Driver quality

The physical shipment itself. Did the vehicle arrive in the condition it left in, and was the driver professional, careful and on time at both ends?

10
pts

Compliance

Issue resolution

What happens when something goes wrong. A company that owns a problem and fixes it can recover trust. One that stops responding once there's a damage claim signals something systemic. Valid FMCSA authority is also checked here as a pass/fail condition — see the hard rules below.

5
pts

Internal

Transportvibe verified review volume

A small bonus earned by accumulating verified reviews from customers who booked and can be confirmed as real. It rewards companies whose customers are willing to be identified and verified. It is capped at 5 points and is not for sale — it is earned only through verified review volume and rating.

Every company profile shows its own pillar breakdown

You don't have to take the total on faith. Open any company profile and you'll see all six pillar scores, so you can tell the difference between a 78 built on great communication and a 78 built on cheap, reliable delivery with poor phone support.

Steps 1–2

Where the data comes from

A score built on one platform is easy to game. We read across five, and we weight them differently because they are not equally reliable.

SourceWeightWhy this weight
Transportvibe verified1.10Highest trust. Reviewer identity and booking are verified, and the review is collected as structured data rather than free text.
Google1.00The baseline. Very high volume and difficult to manipulate at scale.
Trustpilot0.90Strong signal, but solicited more aggressively by companies than Google.
BBB0.85Genuine institutional value, discounted slightly for accreditation bias.
ConsumerAffairs0.70Complaint-heavy by design, which skews the sample negative.
The eight metrics

What every review gets tagged for

A single review can be tagged with several metrics. A review that says the price rose but the driver was excellent contributes a negative pricing tag and a positive driver quality tag — not one overall rating.

PricingCommunicationPickupDeliveryVehicle conditionIssue resolutionUpdatesDriver quality
What we don't do

We link, we don't republish

We show each platform's aggregate rating and review count and link out to it. We do not reproduce other platforms' review text on Transportvibe. Reviews written on Transportvibe are published here in full, subject to our review policy.

Read the review policy
Step 4

Three weights applied to every data point

A raw percentage of positive reviews is a bad measure. Ninety percent positive from four reviews written in 2021 is not the same as ninety percent from four hundred reviews written this year. Three weights correct for that.

01

Source weight

How much this platform's signal is worth, relative to Google as the baseline.

  • Transportvibe verified1.10
  • Google1.00
  • Trustpilot0.90
  • BBB0.85
  • ConsumerAffairs0.70
02

Confidence weight

How much evidence exists for this specific metric. Thin data is treated as indicative, not conclusive.

  • 200+ mentions1.00
  • 50–199 mentions0.85
  • 20–49 mentions0.70
  • Under 20 mentions0.50
03

Recency weight

How old the review is. Companies change — management, dispatchers, carrier networks. Old evidence counts for less.

  • 0–90 days1.00
  • 3–12 months0.85
  • 1–2 years0.65
  • Over 2 years0.40
This is deliberate, and it has consequences

A company with 50 recent reviews can outscore a company with 200 old ones. A company that was excellent five years ago and has since declined will see its score fall even if nobody deletes the old praise. The score describes the company as it is now, not as it once was.

Steps 4–5

A worked example

Here is the arithmetic for a single metric — pricing — on a single platform, using illustrative numbers so you can follow the mechanics.

⚠ Illustrative figures — not a real company
// Pricing mentions for this company on Google
positive = 18   negative = 4   neutral = 2   // neutral is excluded from the rate

positive_rate     = 18 / (18 + 4) = 0.818
source_weight     = 1.00  // Google
confidence_weight = 0.70  // 24 mentions, in the 20–49 band
recency_weight    = 0.92  // weighted average age of those reviews

source_score = 0.818 × 1.00 × 0.70 × 0.92 = 0.527

// The same calculation runs for Trustpilot, BBB,
// ConsumerAffairs and Transportvibe verified reviews.
// All source scores are then combined into one final
// pricing rate, which converts to points out of 15.

If a platform has no pricing mentions at all for this company, it is simply left out — its weight is not redistributed to the others. Missing data lowers confidence rather than being filled in with a guess.

Reading the number

What each score band means

The number alone isn't much use without a frame. Every score maps to one of six classifications, shown as a badge wherever the company appears.

ScoreClassificationWhat it means for you
85–100Highly TrustedConsistently strong across every dimension we measure. Safe to shortlist without heavy additional research.
70–84TrustedStrong overall with minor gaps in one or two areas. Check the pillar breakdown for the specific weak spot before booking.
55–69MixedSignificant variation in customer outcomes. Some people have a fine experience and some don't. Read the attention points and get everything in writing.
35–54CautionMultiple documented negative signals. Proceed only with a written, binding quote and clear expectations, or choose a higher-scoring alternative.
0–34AvoidStrong evidence of poor service or systemic problems. We do not recommend these companies in any of our tools.
UnratedNot enough review data to classify. This is not a bad score — it is the absence of one. New and small companies commonly sit here.
Unrated is not zero

A company with no score has not failed anything. It simply has too little public review history for us to say anything reliable. We show it as Unrated rather than assigning a low number, because a fabricated low score would be as misleading as a purchased high one.

Overrides

Rules that override the arithmetic

A few conditions are serious enough to bypass the formula entirely.

🚫
No valid FMCSA authority means a score of zero

Every company is checked daily against the FMCSA register. If operating authority is revoked, inactive or missing, the TrustScore is forced to 0 regardless of how good the reviews are. A company without authority cannot legally arrange your shipment, and no amount of five-star feedback changes that.

🔢
Fewer than three reviews means no Reputation score

The Reputation pillar scores zero and the company is flagged as insufficient data. This prevents a single glowing review — from anyone at all — from producing a high score.

🗑
Reviews identified as fraudulent are removed from the calculation entirely

They are excluded from every metric, not simply down-weighted. This applies to reviews from all sources, including reviews left on Transportvibe.

🔄
Scores refresh continuously

The full calculation runs daily for every company. It also runs immediately when a verified Transportvibe review is published, when a booking completes, or when FMCSA status changes. Every recalculation is recorded, so a score's history can be traced.

Honesty section

What the TrustScore is — and isn't

A methodology page that only lists strengths isn't a methodology page. Here is what this number can and cannot tell you.

What it does tell you

How this company's past customers actually fared, weighted toward recent experience.
Where the specific risk sits — pricing, communication, timing or damage — not just an overall vibe.
How companies compare on identical criteria, with the same formula applied to all of them.
Whether legal operating authority is currently valid, checked daily against FMCSA.

What it doesn't tell you

What your shipment will cost.Price depends on route, vehicle, timing and season, not on a company's score.
Which carrier will actually move your car. Most companies are brokers who assign a carrier after you book.
That your shipment will go well. A high score means good odds, not a guarantee. Any company can have a bad week.
Anything reliable about a company with very few reviews. Thin data is thin data, and we mark it as such.
Our own conflict of interest, stated plainly

Transportvibe's founder separately owns Safeeds Transport Inc, an auto transport brokerage that appears in our directory and competes with other companies listed here. Safeeds is scored by the same formula as everyone else, with no manual adjustment, and is labelled with an ownership disclosure everywhere it appears — in the directory, in comparisons and in any tool that recommends it.

If this is your company

How to improve a TrustScore

There is exactly one way, and it is not a purchase.

💬

Serve customers better

Answer the phone. Send updates without being asked. Honour the quoted price. Every pillar is downstream of real customer experience, and recent experience counts most.

Claim your profile

Claiming is free. It lets you correct company details, respond publicly to reviews and see your full pillar breakdown. Claiming does not change your score.

📋

Dispute specific data

If a review is fraudulent or attributed to the wrong company, tell us with evidence. We investigate and recalculate if the data was wrong. We do not remove accurate negative reviews.

💰
What we will not do, at any price

We will not raise a score, suppress a red flag, hide a negative review, or move a company up the organic rankings in exchange for payment — advertising, sponsorship, partnership or otherwise. Anyone who tells you they can arrange this is not speaking for Transportvibe. If you're offered it, report it to us.

Common questions

TrustScore FAQ

Can a company pay to raise its TrustScore?
No. Billing and advertising systems have no write access to scoring data — this is enforced in the software, not just in policy. Companies can pay for clearly labelled sponsored placement, which is displayed separately from organic rankings and does not affect the score shown next to it.
How often does a TrustScore change?
The full calculation runs daily for every company. It also runs immediately when a verified Transportvibe review is published, when a booking is completed, or when a company's FMCSA authority status changes.
Why does a company with great reviews have a low score?
The most common reasons are age and volume. Reviews older than two years count for 40% of their original weight, and a metric with fewer than 20 mentions is weighted at half confidence. A company can also lose points in one specific pillar — often pricing — while looking strong overall on star ratings. Open the pillar breakdown on the company profile to see exactly where the points went.
Why does a company show as Unrated instead of a number?
There isn't enough public review data to say anything reliable. We show Unrated rather than a low number, because a company with no history is not the same as a company with a bad one. New and small operators frequently appear this way.
Does AI decide the score?
No. AI is used at one step: reading each review and tagging which service metrics it mentions and whether the sentiment is positive or negative. Everything after that is a fixed formula. AI never produces, adjusts or estimates a score value, and the AI-written verdict on each profile describes the finished score rather than influencing it.
Do you delete negative reviews if a company complains?
No. We remove reviews that are fraudulent, attributed to the wrong company, or in breach of our review policy — with evidence, following investigation. We do not remove reviews for being unflattering, and a company cannot pay to have one removed.
Why does Google count for more than the other platforms?
Volume and how easy each platform is to influence. Google carries far more auto transport reviews than anywhere else and is the hardest to manipulate at scale, so it sets the baseline. Trustpilot is solicited more aggressively by companies, BBB carries an accreditation bias, and ConsumerAffairs attracts complaints by design, which skews its sample negative. Each is discounted accordingly.
Transportvibe's owner also owns a brokerage listed here. How is that handled?
Safeeds Transport Inc is scored by exactly the same formula as every other company, with no manual adjustment, and carries an ownership disclosure wherever it appears — including in comparisons and recommendations.

Now put it to use

Browse every scored company, or compare two side by side on the same criteria — pillar by pillar, with the reasoning shown.

Methodology last updated: 3 September 2026Questions about the methodology? Contact us  ·  Review policy