No publishable AOV benchmark
Explore category insights and their sources below.
Madgicx Research & Labs
Understand each safety check.
Explore category insights and their sources below.
Within Dating & Relationship Services
Bumble offers photo verification as one of several app safety features. Treat the badge as that platform's check, not proof of character, identity history or an offline meeting's safety.
Bumble says its in-app voice and video calls let members speak without providing a number. Confirm the feature in the app you actually use.
The FTC advises against sending money or gifts to someone you have not met and recommends reporting suspected romance scams to the app and FTC. A verification badge does not override that warning.
Bumble lists block, report and unmatch controls alongside verification and calls. Compare those controls and the reporting path before relying on a service.
No publishable AOV benchmark is available.
The exact category cohort does not support a publishable AOV aggregate. Parent and sibling benchmarks are not substituted.
The exports section provides this edition in Markdown and JSON, along with a research index. This private draft is not licensed for public redistribution.
When reuse is permitted, credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope. This private draft is not licensed for public redistribution.
Research scope
Benchmark status reviewed 11 October 2026.
The exact category cohort does not support a publishable AOV aggregate.
Median and middle 50% of account-level average order values. Each account value is purchase ROAS multiplied by cost per purchase in USD. Successful classifications, including manual corrections, with positive finite spend, purchases, ROAS and cost per purchase. Accounts are counted once with equal weight. Quartiles use linear interpolation. Root cohorts include direct root classifications and their child categories; exact-child cohorts exclude parent and sibling categories. The source selects the highest-spend coverage row per account among snapshots dated within the preceding 30 days; the underlying reporting period is not supplied. This is a dated aggregate advertising-data snapshot, not business-wide AOV or a census. Parent and sibling benchmarks are never substituted.
Individually authored category research. The brand directory is deferred for this private draft. Taxonomy membership does not establish benchmark coverage.
When reuse is permitted, credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope. This private draft is not licensed for public redistribution.