Treat the ten minutes as triage, not a truth machine. Capture the exact claim, find its original source, check date and jurisdiction, inspect the comparison, look for commercial incentives and record a verdict of supported, limited, contradicted or unresolved before acting.
Start With The Exact Claim
A short video can compress a complicated career question into a sentence: “This certificate guarantees a job”, “graduates in this field start on £60,000”, or “AI has made this role obsolete”. The speed and confidence make the statement feel usable. They do not show where it came from. Your first job is not to prove the creator wrong. Write down the claim as precisely as possible, including any number, place, group and time period. Save the link or a screenshot, note the account and date, and distinguish the creator’s words from text added in comments. A claim about “engineers” is different from one about newly qualified civil engineers in London. A forecast is different from a measured result. If the wording keeps changing as you inspect it, that is already useful evidence. Ofcom advises people checking possible misinformation to identify where information originated, question the source and notice their own reasons for wanting to believe it. Its 2024 UK survey also found a gap between valuing source checks and feeling confident making them. That is why this guide uses a written trail rather than relying on instinct.
Minutes Zero To Two: Classify What You Saw
Label the post as one or more of four things: a factual claim, a prediction, personal experience or advice. Each needs a different test. A factual claim such as a published salary figure should lead to a dataset or report. A prediction about jobs in 2030 cannot be verified as a present fact; you can inspect its assumptions and who made it. Personal experience may be sincere but still unrepresentative. Advice such as “take this course” should be tested against your circumstances, entry requirements and alternatives. Then mark the decision at stake. Are you merely deciding whether to keep reading, or considering a course payment, application, subject choice or move? Ten minutes may be enough to reject a weak post or create better questions. It is not enough for a high-cost or high-stakes decision.
Minutes Two To Four: Follow The Source Trail
Look for the original source, not the nearest article repeating the claim. Search a distinctive phrase in quotation marks and add the organisation supposedly responsible. Prefer the actual statistical release, regulator, employer page, university course page or research paper. Open the source and check four details: publication date, population, geography and measure. “Average earnings” may cover experienced workers rather than new starters. “Vacancies” may come from one platform rather than the whole labour market. A US licensing route may not apply in the UK. A percentage increase can sound dramatic when the starting number is small. If a post cites no source, give it one minute to produce one through its caption, linked page or creator profile. Do not treat a chain of identical posts as independent confirmation. Several accounts may all be repeating the same unsupported origin.
Minutes Four To Six: Inspect The Comparison
Most misleading career claims contain a comparison that has been blurred. Ask: compared with what? For pay, check whether the figure is median or mean, salary or total compensation, advertised or actually earned, annual or hourly, and before or after tax. For employment, separate the number of people working in an occupation from the number of new openings. For courses, distinguish completion, assessment and employment outcomes. For automation claims, separate tasks changing from an occupation disappearing. Now search inside the primary source for the relevant table, methods or definitions. Read the note beneath a chart. If the post’s number exists but refers to a different group, write “real number, wrong comparison”. If you cannot locate the number, write “origin unresolved” rather than inventing certainty.
Minutes Six To Eight: Check Incentives And Counterexamples
Look for a commercial relationship. Is the creator selling the course, linking to a recruitment service, receiving affiliate income or promoting their own product? A commercial interest does not automatically make a claim false. It changes what you should inspect. The Advertising Standards Authority says social-media advertising should be obviously recognisable, and its current guidance expects a prominent ad label for influencer marketing. Treat disclosure as context, not as proof that every claim in the post has been independently tested. Next, try one counterexample. If the post says a qualification is “required”, find three live vacancies from different employers and inspect their essential criteria. If it says a role pays a fixed amount, check an official occupation profile or a larger current dataset. If it uses an AI-generated answer or citation, open the cited source. NIST’s Generative AI Profile identifies confident false output, or confabulation, as a risk and recommends reviewing and verifying sources and citations. A polished answer is not a source trail.
What A Strong Source Still Cannot Tell You
Finding an official source is not the finish line. A national dataset can describe a broad labour market without predicting one person’s prospects. An employer survey records what respondents said, not necessarily what every employer will do. A course provider can accurately state that selected alumni obtained jobs without showing the result for everyone who enrolled. Ask what evidence would have to exist for the creator’s strongest wording to be fair. “Guarantees a job” would require terms that genuinely guarantee an outcome, not a page of success stories. “Fastest-growing career” needs a defined geography, period and measure. “No degree needed” may describe formal entry rules while overlooking the experience successful applicants usually show. This distinction lets you keep useful evidence without stretching it. Write the narrower conclusion the source supports. That is often more helpful than a dramatic true-or-false ruling.
Minutes Eight To Ten: Record A Bounded Verdict
Finish with one of four verdicts: - **Supported:** the original, current source says substantially what the post says for the relevant group. - **Limited:** part is supported, but the post drops an important condition, comparison or uncertainty. - **Contradicted:** a reliable primary source directly conflicts with the claim. - **Unresolved:** you cannot find enough evidence within the time. “Unresolved” is a successful result. It prevents a weak claim from silently becoming a premise. Record the strongest source you found, one limitation and the next check. Do not replace the creator’s certainty with your own after a hurried search.
Try The Ten-Minute Claim Card
Use this practical exercise on one low-stakes claim: 1. Exact words: 2. Claim type: 3. Decision it could affect: 4. Original source: 5. Date, group and place: 6. Comparison or denominator: 7. Commercial relationship: 8. Counterexample checked: 9. Verdict: 10. Next question: Imagine, as an illustrative composite, that Jonah sees a video saying a six-week data course “leads straight to a £50,000 job”. He records the wording rather than arguing with it. The linked page turns out to describe selected alumni, not all completers; the salary includes experienced career changers; and the creator has an affiliate link. Jonah’s verdict is “limited”, not “scam”. His next questions concern the full cohort, assessment, fees and entry-level outcomes. This invented scenario shows the method; it is not evidence that a particular course succeeds or fails.
Know When Ten Minutes Is Not Enough
Stop and seek deeper evidence when the claim affects safety, health, immigration status, legal rights, major borrowing or individual eligibility. Use the relevant official service or a qualified adviser. Also slow down when evidence is old, methods are missing, results come from a tiny or selected group, or two credible sources disagree. The method itself is an editorial tool, not a validated measure of truth. It helps you triage a claim consistently. It cannot guarantee that you have found every source or interpreted a specialist study correctly.
Keep Reading With A Purpose
If the viral post recommends a new learning routine, use Clued’s StudyTok method check before changing your week. If an AI tool produced the recommendation, apply the AI career recommendation check. For a claim about children and AI evidence, compare how Clued reads the evidence behind the headline. Your next step is simple: choose one career claim you saved this week, complete the card and keep the source trail beside it. Share the trail, not just the verdict, with anyone whose decision the post might affect.
Sources And Further Checks
Primary sources checked on 21-10-2026. Course and policy details can change; check the current official information before acting.
Ofcom: One In Three Internet Users Fail To Question Misinformation Ofcom: Four In 10 UK Adults Encounter Misinformation ASA: Recognising Ads On Social Media NIST: Generative Artificial Intelligence ProfileAI-assisted production. How We Produce Stories · Report A Correction
