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Media verification

Deepfake and AI Image Review

AI-generated images and edited screenshots can look convincing at first glance. Kaval looks at visual clues, source context, and reuse signals before you trust or share an image.

what to look for.

useful context.

Looks beyond one visual clue

Hands, text, lighting, metadata, compression, and background details can all matter, but no single clue is enough. The answer should combine signals and explain what still needs checking.

Handles screenshots and social visuals

Many misleading images are not fully AI-generated. They may be cropped, edited, miscaptioned, reused from an older event, or attached to a false claim. Those patterns matter too.

Built for sharing decisions

The point is not just "AI or not." The point is whether to share, verify the source, or wait for better evidence.

a simple way to check it.

  1. Upload or forward the image

    Share the image, screenshot, or social post as clearly as possible.

  2. Visual signals are reviewed

    Kaval checks manipulation clues, AI-generation indicators, and content consistency.

  3. Context is considered

    The caption, date, source, and claim attached to the image are part of the risk assessment.

  4. What still needs checking

    You receive a practical explanation of what looks suspicious and what still needs source verification.

questions people ask.

Can any tool identify every deepfake?

No. Image analysis is probabilistic. Kaval treats it as evidence, not absolute proof, and explains uncertainty when signals are mixed.

Can Kaval check edited screenshots?

Yes. Send the screenshot and the claim people are making from it. Kaval can check whether it is missing context, visually inconsistent, or unsupported.

What should I do with a suspicious viral image?

Do not forward it as true. Check for original source context, credible reporting, reverse-image matches, and whether the caption matches the actual event.

focused checks.

still unsure? send the actual item.

Send the message, link, image, or payment request as it arrived. I’ll help you work out the safest next move.

Text Kaval