Trust Score

On CredFluence, the Trust Score is an algorithmic assessment of a creator, brand or agency on a 300–900 scale, built from verified reviews, ratings across multiple dimensions, reported payment behaviour and platform activity.

It’s a portable reputation signal. Instead of relying on word of mouth or a single testimonial, anyone can check a profile’s verified review history before agreeing to a collaboration. Checking Trust Scores and reading reviews is free.

In a creator deal, both sides take a risk. A brand wants to know a creator will deliver on time; a creator wants to know the brand will pay. Reviews on CredFluence run in both directions, so each profile’s score reflects what the people who worked with it reported, whether that is a creator reviewing a brand or a brand reviewing a creator.

Each review rates several dimensions, such as communication, professionalism, reliability, timeline and payment, rather than giving a single overall number.

A review counts only after verification. The reviewed party gets a 48-hour window to dispute it, and administrators check the evidence (a contract, invoice, screenshot, chat export or content link) before approving or rejecting it. The score then draws on:

• Verified reviews submitted by other creators, brands or agencies.
• Ratings across multiple dimensions within each review.
• Reported payment behaviour and collaboration outcomes described in reviews.
• General platform activity, such as how recently and consistently a profile is active.

Every profile starts at a neutral 650 before any reviews are verified. That number is shown as a starting score with no band, because the profile hasn’t earned anything yet. Once verified reviews arrive, the score falls into one of four broad bands. Exact cutoffs are tuned as the scoring model evolves, so treat these ranges as directional:

• 300–449, Needs Attention: verified reviews report repeated problems, such as late payments, missed deadlines or disputes.
• 450–599, Developing: some verified reviews exist, with a mixed or still-emerging payment and collaboration history.
• 600–749, Good Standing: mostly positive verified reviews and reported collaborations, with no major unresolved disputes.
• 750–900, Excellent: a strong, well-verified track record across many reviews, with reliable reported payment and collaboration behaviour.

• Read the underlying reviews, not just the number. The specific details, such as payment timing, communication and deliverable quality, usually matter more than the score alone.
• Look at how many verified reviews the profile has. A score resting on one review says less than one built across many.
• Don’t read a starting score of 650 as a warning or a recommendation. A new profile with no verified reviews starts neutral, and that says nothing about how it behaves.
• Use it as one input. CredFluence doesn’t guarantee the accuracy of Trust Scores; they are informational and shouldn’t be the sole basis for a business decision. Still get a written brief, deliverables and payment terms.
• Check again later. The score recalculates whenever a new review involving that profile is verified and approved, so it can change within days of a collaboration being reviewed. It also moves as older reviews age.

Not directly. Nobody can delete a review about themselves. A reviewed party can dispute a review within its 48-hour window, with a reason and counter-evidence, and administrators make the final decision. While a dispute is being resolved, that review doesn’t update the score.

The way to a better score is a better track record: deliver and pay as agreed, keep everything in writing, and ask the people you work with to leave a review with evidence after each collaboration. Accounts found submitting false reviews can have their trust weight reduced, their reviews removed or their account suspended.