Dated aggregate data

AI Hairstyle Votes: 27 September 2026 Data Snapshot

A dated export of GlowUp Face hairstyle votes with chosen votes, eligible ballots and comparison links. Download aggregate CSV data and read the limitations.

The public endpoint reported 354 votes and 1,057 comparison records. This export includes 9 styles with at least 20 chosen votes. Comparison records are not a count of people or successfully shared previews.

Source response generated:

Style names are the stable English labels in the source. The table describes votes for AI previews, not the suitability of real haircuts.
HairstyleVotesEligible votesLinks offering styleWin rate
Messy Fringe629230367%
Soft Waves275019254%
Curly Top Fade389330441%
Curtain Bangs399717940%
Textured Crop3710929834%
Sleek Straight3311020930%
Classic Side Part207630526%
Textured Bob2710421826%
Slick Back2010531119%

Method and limitations

  • Source: the public /api/share/stats/hairstyles endpoint, captured on 27 September 2026. This is a record of its published output; individual ballots have not been independently audited.
  • Choice rate = votes for a style / all ballots on links that offered it. Links without a vote count as offered comparisons but add no eligible ballots. Each link offers three styles, so do not sum eligible votes or comparison counts across rows.
  • Only styles with at least 20 chosen votes appear. Styles below that publication threshold remain in the overall vote total; the table is not the full distribution.
  • The endpoint at capture time did not expose completed-comparison or voted-link totals. Those values are explicitly unavailable in this snapshot, not zero. The comparison-record total includes failed and pending generation records.
  • Voters are self-selected, often invited from the same social circle. Image quality, the particular face and the alternative styles can affect choices. Aggregate counts cannot correct for clustering within a link; no confidence interval or population preference is claimed.
  • One third is an equal-choice reference, not a significance test. This dataset does not measure clinical accuracy, attractiveness, salon feasibility or preferences of a representative population.

Cite as: GlowUp Face, AI Hairstyle Votes, snapshot of 27 September 2026, using this page’s permanent URL. Aggregate data is available under CC BY 4.0.