Profile Diagnostic

This tool applies findings from the published online dating research literature to evaluate the characteristics of your dating profile. It is built on two primary sources. The first is Finkel, Eastwick, Karney, Reis, and Sprecher’s (2012) comprehensive critical review of online dating, published in Psychological Science in the Public Interest, which synthesized what the evidence showed about profile construction, matching algorithms, and communication. The second is Bruch and Newman’s (2018) analysis of 186,000 user messaging behaviors across four U.S. cities, published in Science Advances, which identified the profile and messaging characteristics statistically associated with differential response rates.

The diagnostic evaluates photo count, photo quality, contextual imagery, bio length, bio specificity, opening message strategy, and whether you have received external feedback on your profile. For each element, it returns what the research literature indicates about that characteristic — not a prescription for what you should do.

This is a diagnostic, not a coaching tool. It describes what the published data shows about which profile elements are associated with higher match and response rates. What you choose to do with that information is your own decision.

Analytical diagnostic — not prescriptive advice. This tool applies findings from the online dating research literature (Finkel et al., 2012; Bruch & Newman, 2018) to evaluate profile characteristics associated with differential response rates. It does not constitute personal advice.

1. [Photos] How many photos does your profile have?

0–1 2–3 (typical minimum) 4–6 (optimal range per platform data) 7 or more

2. [Photo quality] Do your photos include at least one clear, solo face photo with natural lighting?

No One 2 or more

3. [Photo context] Do your photos show you in a context or activity (not just a headshot)?

No contextual photos One contextual photo Multiple contextual photos

4. [Bio length] How would you describe your bio?

Empty or near-empty One or two lines One substantial paragraph Multiple paragraphs

5. [Bio specificity] Does your bio mention specific interests, places, or details (vs generic statements)?

Generic only ("I love travel, food, music") Partially specific Mostly specific Highly specific and distinctive

6. [Opening line] In your most recent conversations, how did you open?

Generic greeting ("Hey", "How are you") Compliment on appearance Reference to something specific in their profile A specific observation or question

7. [Response time] How quickly do you typically respond to messages?

Same day Within a few hours Within an hour Within minutes, consistently

8. [Profile reviews] Have you had your profile reviewed by someone whose social judgment you trust?

No Informally Yes, with specific feedback

Profile diagnostic results

Based on: Finkel EJ et al. Online dating: A critical analysis. Psychological Science in the Public Interest. 2012;13(1):3–66. Bruch EE, Newman MEJ. Aspirational pursuit of mates. Science Advances. 2018;4(8):eaap9815.