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Start by separating the footage from the claim
Write down what the video visibly shows, then separately record what its caption says it proves. Identify the alleged event, location, date, and people involved. A clip may show a real event while its caption gives the wrong place or date, or an edit may omit context without making every claim about the footage false.
Turn the caption into checkable questions: Does the scene match the claimed location? Did the event happen on the stated date? Is the person identified correctly? Does the footage actually show the action the post describes?
Trace where the clip came from
Find the earliest available version
Look for the original post, publisher, or recording rather than relying on a repost. Search distinctive frames or still images to find earlier appearances and related versions. The UK House of Commons Library’s guidance on verifying images and videos recommends checking source and context as well as signs of manipulation. Reverse image search can surface useful leads, but finding an earlier copy does not by itself prove that the video is authentic or that its current caption is accurate.
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Assess the source
Check when the account or publisher first shared the clip, whether it has a credible connection to the event, and whether the post links to an original recording or firsthand account. A confident caption, a large audience, or a video that looks polished is not proof of provenance.
Test the event and its context against other evidence
Search for independent reporting, statements, or other recordings of the same event. Compare visible details—such as landmarks, signs, language, accents, and weather—with the claimed place and time. The Commons Library also highlights writing and language, possible manipulation, source, and context as useful areas to examine.
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Give greater weight to evidence that can be checked independently than to multiple posts that appear to repeat the same original source. If reports or recordings conflict, note what differs: the location, date, sequence of events, or interpretation of what happened.
Inspect the best available file, not just a screenshot
When possible, obtain the original video file. A social-platform download may have been recompressed or stripped of information, and a screenshot preserves even less. Inspect available metadata and check whether the file carries Content Credentials, but interpret either result cautiously: metadata can provide clues, while missing metadata is not proof of fabrication.
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C2PA describes Content Credentials as a tamper-evident way to record facts about a digital asset’s history. That provenance can help explain where a file came from and what recorded edits it underwent; it does not establish that the scene happened as shown or that the accompanying claim is true. C2PA says this infrastructure complements media literacy, fact-checking, and digital forensics. See the C2PA and Content Credentials Explainer.
Use AI checks only within their stated scope
Different verification tools examine different signals and media types. A result can be useful for identifying a supported provenance signal, but it is not a universal AI detector. Check each service’s current documentation for file types, limits, and availability before uploading a clip.
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| Check | What it can indicate | What it cannot establish |
|---|---|---|
| Google Gemini video verification | Google says Gemini checks audio and visual tracks for SynthID signals and may identify segments where it detects them. Its help page also describes C2PA Content Credentials for compatible files. | A missing SynthID result does not rule out AI from another system. Content Credentials do not establish that a file is definitely AI-generated or that its depicted event is true. |
| OpenAI’s verification tool | OpenAI says its tool checks supported provenance signals, including C2PA metadata and SynthID, for supported OpenAI-generated files. | Its current documentation describes image and audio support, not a general-purpose video deepfake detector, and says it does not detect content generated by other companies’ models. |
| Metadata and Content Credentials | When present, they may provide information about a file’s recorded history or provenance. | They do not independently verify the truth of the scene, caption, date, or location. |
Google’s Gemini verification help explains the available checks and their limits. In an announcement dated December 18, 2025, Google said Gemini video checks scan audio and visual tracks for SynthID and can identify detected segments; at announcement, uploads were limited to 100 MB and 90 seconds. Those limits and service availability can change, so consult the current help page rather than assuming the announcement’s limits still apply. Google’s announcement describes the feature.
OpenAI’s verification documentation sets out the tool’s current supported signals and media types. A positive provider-specific signal may help identify content made or edited using that provider’s tools. A negative result means only that the relevant signal was not detected; it does not rule out other AI systems, ordinary editing, or misleading context.
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Reach a conclusion that matches the evidence
Separate what you confirmed from what remains unresolved. For example, you might establish that a clip appeared online before the current viral post, but not establish who recorded it; or confirm the location while remaining unsure whether the audio was altered. Record which versions and sources you checked, and avoid treating an edit as automatic proof that the entire claim is false.
Verification findings can change as new evidence emerges. The Commons Library notes that conclusions may be revised as knowledge improves. Label uncertainty plainly instead of turning an inconclusive tool result into a yes-or-no verdict.
What AI-content rules can—and cannot—tell you
The European Commission says transparency obligations under Article 50 of the AI Act apply from August 2, 2026, addressing risks from AI-generated content and deepfakes. These rules provide context for labeling and transparency; they do not authenticate any particular viral clip. See the Commission’s Code of Practice on Transparency of AI-generated Content.
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