Researchers used an online photo survey to rate the visual appeal of over 9,000 bird species, collecting more than 400,000 responses from 78 countries. They matched those attractiveness scores with legal and illegal trade records from five databases and found that more attractive birds—especially parrots, colorful songbirds and some raptors—are overrepresented in trade. Several Southeast Asian species, such as Zoothera citrina and Copsychus malabaricus, are heavily targeted. The study suggests conservationists should include a broader range of visual traits (not just color) when identifying species vulnerable to wildlife trade.
When Beauty Becomes a Threat: Attractive Birds Are Disproportionately Targeted in Trade
Researchers used an online photo survey to rate the visual appeal of over 9,000 bird species, collecting more than 400,000 responses from 78 countries. They matched those attractiveness scores with legal and illegal trade records from five databases and found that more attractive birds—especially parrots, colorful songbirds and some raptors—are overrepresented in trade. Several Southeast Asian species, such as Zoothera citrina and Copsychus malabaricus, are heavily targeted. The study suggests conservationists should include a broader range of visual traits (not just color) when identifying species vulnerable to wildlife trade.

When Beauty Becomes a Threat
Birds rank among Earth’s most visually striking animals: think of a peacock’s iridescent train or the paradise tanager’s riot of colors. But a new study published in Biological Conservation finds that visual appeal can be a liability—more attractive bird species are disproportionately represented in both legal and illegal trade.
How the study was done
Researchers ran a large online survey that asked people from around the world to rate photographs of more than 9,000 bird species (sampling from every living bird order) on a scale from 1 to 10 for visual appeal. The survey collected over 400,000 responses from 78 countries. Average attractiveness scores (for example, the snowy owl scored 8.03 while the meadow pipit scored 4.6) were then compared with records of legal and illegal bird trade drawn from five international databases. The analysis controlled for known predictors of trade such as body mass and geographic range size.
“Our findings highlight a troubling pattern: people’s preference for visual beauty may unintentionally increase conservation risks for certain species,” said lead author Anna Haukka of the Helsinki Lab of Ornithology and the Finnish Museum of Natural History.
Key findings
- Species rated as more visually appealing—especially parrots, vividly colored songbirds and some birds of prey—are overrepresented in both international and domestic trade.
- Some attractive species are already facing heavy pressure from capture and trade. The authors highlight Southeast Asian songbirds such as the orange-headed thrush (Zoothera citrina) and the white-rumped shama (Copsychus malabaricus) as examples of species targeted at unsustainable levels.
- Higher beauty scores were particularly associated with live-bird trade (often for pets). Visual appeal also influenced domestic markets for feathers and clothing made from bird parts, but it played a smaller role in trades for medicine or meat.
- Consistent with earlier work, species with wider geographic ranges and larger body sizes were more likely to appear in international markets, while smaller species tended to be more vulnerable in domestic trade.
Broader implications
The pattern extends beyond birds: human demand for striking traits—colorfulness, unusual patterns, exaggerated structures or other visually distinctive features—also drives trade in other taxa, from spiders prized for distinctive setae to orchids valued for odd growth forms.
Earlier studies focused mainly on colorfulness as a predictor of trafficking. The current work expands that view, arguing supply and demand are driven by a broader suite of visual cues—long tails, crests, proportion and overall form—so species with more muted coloring (for example, many falcons) may nevertheless be sought after because of their shape or proportions.
Conservation takeaways
By quantifying human perceptions of visual appeal across thousands of species, the study offers a tool for conservationists to identify species that may be at elevated risk from the "beauty trap." Incorporating a wider range of visual traits into risk assessments could help target monitoring, law enforcement and demand-reduction efforts before populations decline irreversibly.
Original reporting adapted from Nautilus and the peer-reviewed article in Biological Conservation. For further action, conservationists and policymakers should consider integrating aesthetic-based risk indicators into wildlife trade monitoring.
