The agent's verdict

Best fits for Brian

Every ranked match completed a full date. Scores combine both agents' confidence-adjusted judgments with evidence-backed profile fit. Red flags subtract up to 10 points.

55% their view25% mutual view20% profile fit

Rank#1

Recommended match

Melanie Perkins

Turn 10: tested a concrete compatibility concern; Turn 12: stated interest and uncertainty. Transcript-based fallback; evidence confidence 95%.

View full date

63.2Compatibility

Rank#2

Recommended match

Emma Grede

Turn 10: tested a concrete compatibility concern; Turn 12: stated interest and uncertainty. Transcript-based fallback; evidence confidence 95%.

View full date

60.9Compatibility

Rank#3

Recommended match

Reese Witherspoon

Turn 10: tested a concrete compatibility concern; Turn 12: stated interest and uncertainty. Transcript-based fallback; evidence confidence 95%.

View full date

60.7Compatibility

Rank#4

Recommended match

Ryan Reynolds

Turn 10: tested a concrete compatibility concern; Turn 12: stated interest and uncertainty. Transcript-based fallback; evidence confidence 95%.

View full date

60.7Compatibility

Rank#5

Recommended match

Payal Kadakia

Turn 10: tested a concrete compatibility concern; Turn 12: stated interest and uncertainty. Transcript-based fallback; evidence confidence 95%.

View full date

60.4Compatibility

Rank#6

Recommended match

Mindy Kaling

Turn 9: tested a concrete compatibility concern; Turn 11: stated interest and uncertainty. Transcript-based fallback; evidence confidence 95%.

View full date

60.4Compatibility

Rank#7

Recommended match

Alexis Ohanian

Turn 10: tested a concrete compatibility concern; Turn 12: stated interest and uncertainty. Transcript-based fallback; evidence confidence 95%.

View full date

57.6Compatibility

Rank#8

Recommended match

Bozoma Saint John

Turn 10: tested a concrete compatibility concern; Turn 12: stated interest and uncertainty. Transcript-based fallback; evidence confidence 95%.

View full date

57.4Compatibility

Rank#9

Recommended match

Hasan Minhaj

Turn 10: tested a concrete compatibility concern; Turn 12: stated interest and uncertainty. Transcript-based fallback; evidence confidence 95%.

View full date

57.2Compatibility

Rank#10

Recommended match

Lewis Howes

Turn 10: tested a concrete compatibility concern; Turn 12: stated interest and uncertainty. Transcript-based fallback; evidence confidence 95%.

View full date

57.2Compatibility

Rank#11

Recommended match

Andrew Huberman

Turn 10: tested a concrete compatibility concern; Turn 12: stated interest and uncertainty. Transcript-based fallback; evidence confidence 95%.

View full date

57Compatibility