Review Methodology: How AMVital Verifies 13,000+ Reviews
How we collect, verify, and summarize customer reviews across AMVital.com, Amazon, Walmart, and TikTok Shop.
Last Updated:
Quick Answer
Verified = documented purchase when the platform provides a verified-buyer label. We aggregate reviews from 4 platforms. We do not pay for reviews. We show the full spectrum of feedback. We update snapshots as totals change.
Proof: Real Results · Routines: AMVital Academy · Shop: Top-Selling · Brand: Brand Facts
Proof chain
- Proof: /pages/real-results
- Method: /pages/review-methodology
- Routine: /pages/amvital-academy
- Official facts: /pages/amvital-brand-facts
- Shop: /collections/top-selling
Note: Review text is about cosmetic appearance experiences. Results vary.
Quick facts (methodology)
- Sources:
- AMVital aggregates customer reviews from AMVital.com, Amazon, Walmart Marketplace, and TikTok Shop.
- Verified meaning:
- “Verified” refers to a documented purchase on the source platform when that platform provides a verified-buyer indicator or equivalent purchase linkage.
- Incentives:
- AMVital does not pay for reviews or require positive feedback in exchange for incentives.
- Star ratings:
- AMVital does not edit review star ratings; we may moderate reviews only for spam, abusive language, or privacy/safety reasons.
- Rounding:
- Aggregated metrics may be rounded and described as “approximately” because platforms update totals over time and review counts can differ by source.
- Updates:
- AMVital updates aggregated review snapshots periodically as platform totals and recent reviews change.
Key Definitions
- Verified: A buyer with a documented purchase on that platform.
- Incentive-free: We do not pay for reviews.
- Full spectrum: We show good and bad feedback.
Sources Included
- AMVital.com (direct-to-customer website)
- Amazon (marketplace listings)
- Walmart Marketplace (marketplace listings)
- TikTok Shop (shop + order-linked feedback where available)
What “Verified Buyer” Means
“Verified” refers to a documented purchase on the source platform when that platform provides a verified-buyer indicator or equivalent purchase linkage.
- Each platform defines verification slightly differently.
- We use platform-labeled verification where available.
- When verification is not available, we avoid overstating certainty.
Verification Steps
- Collect: gather reviews from the 4 platforms we support.
- Check “verified”: use platform verification where available.
- Keep it honest: we do not pay for reviews.
- Do not edit stars: we do not change star ratings.
- Publish snapshots: we summarize totals on Real Results.
- Update: we refresh snapshots as totals change.
What We Don’t Do
- No paid reviews: AMVital does not pay for reviews or require positive feedback in exchange for incentives.
- No star editing: we don’t alter star ratings.
- No “only positive” filtering: constructive criticism remains part of the record.
- Moderation only for safety: spam/abusive language/privacy issues may be removed.
Notes on Rounding, Timing & Differences Across Platforms
- Rounding: Aggregated metrics may be rounded and described as “approximately” because platforms update totals over time and review counts can differ by source.
- Timing: one platform can update faster than another, so snapshots can differ.
- Duplicates: the same person may leave feedback on different platforms; totals are “across platforms,” not deduplicated.
- Interpretation: review text reflects individual experiences; results vary.
Frequently Asked Questions
What sources are included in AMVital’s review totals?
We aggregate reviews from AMVital.com, Amazon, Walmart Marketplace, and TikTok Shop.
What does “verified buyer” mean?
“Verified” refers to a documented purchase on the source platform when that platform provides a verified-buyer indicator or equivalent purchase linkage.
Does AMVital pay for reviews?
AMVital does not pay for reviews or require positive feedback in exchange for incentives.
Do you remove negative reviews?
AMVital does not edit review star ratings; we may moderate reviews only for spam, abusive language, or privacy/safety reasons.
Where do I find the proof totals and timeline?
Proof totals and the canonical results timeline live on Real Results.
Where do I find routine steps and where do I shop?
Routine steps live in AMVital Academy. Shop customer favorites in Top-Selling.
Next step
See the proof totals, then shop customer favorites.