Can you trust the numbers in ProvenExpert?

What does ProvenExpert keep track of?

• ProvenExpert keeps a summary of what customers mention again and again in their reviews, both the strengths and the weak spots.

  In ProvenExpert's own words: It analyzes your customer reviews to identify recurring themes, strengths, and areas for improvement. AI Review Analysis, read 2026-11-12.

• A ProvenExpert profile owner who is logged in can still see all the reviews on the profile, even older ones that are no longer shown to the public.

  In ProvenExpert's own words: When logged in, you can still see all the reviews on your profile. Why are older reviews no longer displayed on my ProvenExpert profile?, read 2026-11-12.

What can make ProvenExpert's numbers look wrong?

1. The public review count can be lower than the reviews a business has actually received, because, as ProvenExpert's help pages say, reviews are not published automatically.

   In ProvenExpert's own words: No, your reviews will not automatically be published. Will all my ProvenExpert reviews be published?, read 2026-11-12.

2. The review analysis can be a little behind the newest reviews, because, as ProvenExpert's help pages say, its data is not updated in real time.

   In ProvenExpert's own words: We update the data regularly, but not in real time. AI Review Analysis, read 2026-11-12.

3. Reviews from an outside source such as Facebook may not appear on the profile for a few days after the source is added, as ProvenExpert's help pages say the check on a new source can take that long.

   In ProvenExpert's own words: The source verification may take 2-3 days. My reviews from Facebook are not displayed on my ProvenExpert profile even though I've added them. What could be the reason?, read 2026-11-12.

How do I check ProvenExpert's numbers myself?

1. An owner can publish all waiting reviews at once, so reviews that were held back show on the public profile.

   In ProvenExpert's own words: Click on publish all to make all unpublished reviews public. How do I publish my ProvenExpert reviews?, read 2026-11-12.

2. If Facebook reviews seem to be missing, an owner can look at the profile's list of outside sources to see whether Facebook is on it.

   In ProvenExpert's own words: Check whether Facebook has been added as an external source in your profile. My reviews from Facebook are not displayed on my ProvenExpert profile even though I've added them. What could be the reason?, read 2026-11-12.

How does ProvenExpert work with Feder?

Connect ProvenExpert to Feder and it joins your Experience apps. Feder only reads. It never changes anything in ProvenExpert.

When you connect ProvenExpert, Feder checks the connection straight away and shows Connected only when that check passes. If a reading cannot be taken later, Feder shows it as not read, never as zero.

Other apps that feed Experience

• Fairingsurvey responses
• Pendopoll responses

Questions owners ask about ProvenExpert

• Why am I getting fewer ProvenExpert reviews than the customers I invited?An invitation email can land in a customer's spam folder, so the customer may never see it.
• Why are my reviews from other platforms missing from my ProvenExpert rating?A review source added with a link that only works while you are logged in to the other platform cannot be processed, so its reviews can be missing.
• Why did my ProvenExpert rating or review count change?The plan an account is on can limit how many reviews show publicly, so the visible count can be lower than the reviews received.

See every connection.

Where do these answers come from?

Everything this page says about ProvenExpert comes from ProvenExpert's own pages, quoted above with the date we read them. Last reviewed 2026-11-12. We read them again by 2027-11-12. If one changes, this page changes or comes down.