| Geometric AI scoring (landmark-based) | ✓Yes | ✗NoEditor, not a structured scoring tool. | ✗NoUses human votes, not geometric scoring. | ~PartialHuman-authored reports may reference geometric measurement. | ✓Yes | ✓Yes |
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| Written audit with reshoot brief | ✓YesIncluded in $14.99 looksmax report and $29 audit. | ✗No | ✗NoReturns numeric trait scores per photo. | ✓YesCore deliverable of paid Qoves reports. | ~PartialReturns a written report; reshoot framing varies. | ~PartialReturns a "glow-up plan" alongside the tier score. |
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| Cites peer-reviewed sources | ✓YesPer-metric citations linked from /research-base and each glossary entry. | ✗No | ~PartialMethodology page references survey research; per-metric citations not published. | ~PartialReports reference orthodontic and cephalometric literature in the body copy. | Not publicly disclosed | Not publicly disclosed |
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| Multi-photo ranking | ✓YesPhoto-rank tool ranks up to 10 dating-app photos against each other. | ✗No | ✓YesEach photo scored independently. | ✗No | ✗No | ~PartialSome plans accept multiple photos for a single tier output. |
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| Free tier returns the full report | ✓YesFree face score plus 17-metric breakdown at /looksmaxxing-test. | ~PartialFree editor; many filters paywalled. | ~PartialLimited free credits; deeper data behind paid plans. | ✗NoAll reports paid. | ~PartialFree tier exists; depth varies. | ~PartialFree tier exists; routine + tier detail paywalled. |
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| Paid tier starting price | $14.99 one-time | Pro subscription, price tier varies by region. | Subscription tiers; price tier varies. | Reports historically in the $50 to $150 range; check current pricing on the Qoves site. | Not publicly disclosed | App subscription; price tier varies by storefront. |
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| Refund window (publicly stated) | 14-day no-questions refund. | Apple / Google store policy applies. | Not publicly disclosed | Not publicly disclosed | Not publicly disclosed | Apple / Google store policy applies. |
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| On-device processing (photo never uploaded) | ~PartialDesktop runs landmark detection client-side; mobile uses our server and deletes immediately. | ✗NoEdits run server-side per published reporting. | ✗NoPhotos stored for the voter panel. | ✗NoPhotos shared with human analysts. | Not publicly disclosed | Not publicly disclosed |
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| Methodology publicly documented | ✓YesSee /about#methodology and /research-base. | ✗No | ~PartialVoter-panel methodology described on their site. | ~PartialPer-report methodology described inside the deliverable. | Not publicly disclosed | Not publicly disclosed |
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