The 5-step verification sequence

Apply these in order. Failure at any step is sufficient grounds to end the conversation.

Step 1 — Reverse-image search

Take each profile photo and search it on:

Hits on multiple unrelated profiles, model agencies, stock-photo sites = the photos are stolen. Full guide: reverse image search for dating.

Step 2 — Video-call insistence

Insist on a video call within 1-2 weeks of starting conversation. Use the dating app’s in-app video function (more secure than third-party). If the match refuses, defers repeatedly, or only manages very short / very dark / very low-quality video calls: that’s evidence of either a catfish or a scammer using deepfake technology.

Modern catfish technique — deepfake video

Catfish operations now sometimes deploy deepfake video for short calls. Signs of deepfake video:

  • Lighting that doesn’t match the environment.
  • Hand gestures crossing the face cause artifacts.
  • Asking the person to perform a specific action (touch their nose; turn 90 degrees; pick up an object) breaks the model.
  • Audio quality lower than video quality (model voice-sync limitations).
  • Background that doesn’t match claimed location.

Counter: ask for a specific physical action mid-call. Genuine person can comply; deepfake breaks.

Step 3 — Cross-platform check

Search the person on:

  • LinkedIn for their claimed profession. Check connection count (real professionals have 200+), check posting history, check for mutual connections you might have.
  • Facebook — even private profiles show profile photo and basic info. Account creation date is sometimes visible.
  • Instagram — check posting history, friend tagging patterns, photo metadata.
  • Companies House if they claim business / director status.
  • FCA Register at register.fca.org.uk if they claim regulated financial-services work.
  • Specialist tools: socialcatfish.com, beenverified.com — paid services that combine identity verification across multiple data sources.

Inability to find ANY independent verification of identity = catfish risk.

Step 4 — Language pattern analysis

Many catfish operations are run from non-English-native scam compounds. Watch for:

  • Grammar inconsistent with the claimed background (English native speaker making basic UK-vs-US English errors).
  • Sudden shifts in writing style mid-conversation (multiple operators sharing the account).
  • Use of phrasing that’s common in scam scripts (“my princess”, “my dearest”, formal endearments unusual for the platform).
  • Overly fast typing speed despite long messages (copy-paste from scripts).
  • Generic answers to specific questions (“I love everything you love” rather than specifics).

Step 5 — Money / intimate-content trigger detection

Watch for the conversation moving towards:

  • Investment / trading: any mention of crypto trading, FX, “teaching you” or “my profitable platform”.
  • Emergency / hardship: medical, legal, business, family emergency requiring funds.
  • Customs / fees / verification: needing money for shipping, customs, verification, certificate.
  • Intimate content: pressuring you to send images / video with rapid escalation.
  • Address / personal data: detailed information about where you live, work, bank, etc.

Any of these in the first 8 weeks = catfish / scam indicator.

If you’ve been catfished

If you’ve already sent money or intimate content: romance scam aftermath playbook. For sextortion specifically: sextortion playbook.

Open the Message Checker →