Trustworthy Results

Open the site the AI made for you. Three plausible customer testimonials, a "98 percent satisfaction" figure, a "number one in the industry" line. It looks great, except it's all placeholder content the AI invented. Publish it untouched and what happens? You're deceiving visitors, and depending on the country, you may be walking into false advertising or fake review regulations.

AI is a genius at plausible drafts, but plausible and true are different things. Inventing facts that don't exist is called hallucination, and at the draft stage it's a natural phenomenon. The only problem is shipping it without knowing.

That's why this course exists. You'll learn the machinery that filters mechanically before shipping: Trust & Fact-Check, the Safety & Rights check, and legal preparation. Learn it all and launching doesn't become scarier. It becomes confident.

Trust & Fact-Check is a Pro feature that reads every sentence, number, and testimonial in your work, one by one, and weighs whether each is true. It catches hallucinations and risky wording before you publish. Think of it as a publisher's proofreading desk.

Verification runs in four stages. Stage one, extract the claims worth verifying. Stage two, check each claim against Google search. Stage three, actually execute the code in a sandbox. Stage four, produce a report with a trust score and suggested fixes.

From this step on we take the four stages apart, one at a time. Know the principle and you read the report with completely different eyes.

In the first stage, the AI rereads your work and picks out the claims needing verification. "98 percent satisfaction" is a statistics claim, "a review from Kim" is a testimonial claim, "your skin improves instantly" is a health claim. Every sentence gets classified by its nature and placed on the scale.

Classification matters because the yardsticks differ. Exaggerations, statistics and figures, testimonials, health claims, financial claims, guarantees and affiliations, awards and certifications, urgency and scarcity copy, and placeholder values each need their own standard for an accurate verdict.

One thing to remember: verification happens sentence by sentence. That's why the report points to exact locations, like "this phrase in this sentence".

The extracted claims are checked against live Google search. The point is that the AI doesn't judge from its own memory; it holds each claim up against outside evidence, actual search results. You can't catch hallucination with more hallucination.

After the cross-check, each item gets a verdict: suspected false, needs fact-checking, add a source, soften the wording, add a disclaimer. Not just delete this, but how to save it too.

For example, a "first in the country" line becomes suspected false if search turns up similar services, or a soften-the-wording suggestion if confirmation is hard. "One of the few" instead of "the first".

It doesn't only inspect the words. In stage three, your work's code is actually executed in an isolated space called a sandbox. Code that looks fine on the surface sometimes errors the moment it runs, and problems like that can only be caught by running it.

If execution passes, the report records that it ran error-free and in how many seconds. If it fails, the error is shown, and the fix and re-verify button has the AI repair it and rerun it in the sandbox. Credits are deducted only when the fix passes, so you can hand it over without worry.

Don't be alarmed by a long list of findings. Findings aren't demerits; they're a free accident-prevention list delivered before launch. Fixing them is what the feature is for.

The final stage is the report. At the top sits a trust score, shown alongside ratings on four dimensions: truthfulness, ad fitness, evidence, and legal sensitivity. The same work gets a different prescription depending on which dimension is weak.

Each finding carries a risk level and a confidence level. Working through the high-risk, high-confidence items first is the efficient order. Re-run the check and it shows the score change against last time, so improvement becomes visible.

Treat the report as a map, not a report card. A map with every fix marked on it. Starting from a low score isn't shameful, it's the natural starting point.

Each item in the report comes with a safe replacement suggestion. For "98 percent satisfaction", something like "see what our customers say": no longer false, still attractive. Press fix this phrase to apply one item, or fix all to apply everything at once.

Use the industry selector too. Choose a regulation-sensitive industry, health, finance, food, beauty, education, children, crypto, e-commerce, real estate, and the inspection applies stricter yardsticks. If your industry is on the sensitive side, always turn it on before running.

After applying the fixes, confirm the kill with a re-check. Fix, re-measure, watch the score climb. That cycle is the finishing routine.

After facts come rights. The Safety & Rights check sweeps your work from five angles, copyright, trademark, privacy, legal, and reliability, and reports what could become a problem along with a severity (high, medium, low, info). Explanations are pitched at a beginner's eye level, fixes included.

Know the frequent flyers: images resembling famous brand logos, faces resembling celebrities, fonts or photos of unknown origin, a page with a form but no privacy notice. All common, and all fixable.

Handle findings one at a time with fix this issue, or all at once with fix all. Items tagged as best confirmed by a professional deserve exactly that weight.

The moment you publish online, your site opens worldwide. And the rules to keep differ by country. It sounds scary, but the core is simple: collect personal data and you need a notice; sell things and you need seller identification. Only the names and the details differ by country.

The five cards below carry the essentials for Korea, the US, the EU, Japan, and China. No need to memorize them now. Know that "such things exist", and give one extra read to the card for your target country.

And a spoiler: the next step teaches a tool that does this preparation on your behalf. So flip the cards with a light heart.

If the last step left you thinking "when would I ever write all of that", that's the correct reaction. Hence VibeCampus has the Legal Pack. Pick your target countries and it writes that country's privacy policy, terms of service, and required disclosures based on this very build's business, in that country's language.

The key phrase is "based on your business". Not boilerplate scraped from somewhere, but documents written from an analysis of what your build collects and what it sells. A booking form produces booking-data clauses; selling produces seller disclosures. That's how it works.

And no Korean-law documents stapled onto a US launch, either. The documents follow the target country's disclosure rules, written in that country's language. The finished documents can go straight into your work, and we do exactly that in the next step.

Run it and a four-stage pipeline turns. First it analyzes the build to learn what it collects and does, then writes the per-country documents, cross-checks them against that country's requirements checklist, and if anything is missing, patches it and checks again. At the end, checklist coverage and per-country cautions are displayed together.

Happy with the documents? Press insert into my build. Inserting is free. A legal notice footer appears at the bottom of the build, and its links open the documents in a popup. Run it again later and the old block is replaced with the new documents, so refresh whenever your business changes.

Unmet items are listed as things to confirm yourself. Information only you hold, like a business registration number, can't be filled in by any tool, so that part remains yours.

Time for the grown-up talk, stated precisely. The documents the Legal Pack produces are AI-generated reference drafts, not legal advice. They can contain errors or omissions, you must review them yourself before publishing, and the final responsibility for the published documents rests with you. That is the exact meaning of the disclaimer.

Then what is this tool's value? The difference between starting from a blank page and starting from a well-built draft. With a draft, review takes a few hours; with a blank page, even the starting point is a fog. The tool removes 90 percent of the preparation, and you press the final seal. That's the structure.

For businesses with real weight, payments, medical, finance, taking the draft to a lawyer for confirmation is the orthodox move. With a draft in hand, the professional consultation gets shorter and cheaper too.

Health information is the field where trust matters most, which makes it perfect practice material. The Try it now button below holds a vitamin D information page prompt: a daily intake table, food sources, and a frequently-asked-questions section.

The goal isn't the build, it's the verification. When the build lands, run Trust & Fact-Check without fail, and read the report to the very end.

This whole course in one line: ask three questions before shipping. Is it true (Trust & Fact-Check)? Does it violate anyone's rights (Safety & Rights check)? Is the legal preparation done (Legal Pack)? When those three questions become habit, an invisible quality accumulates in everything you ship.

Trust builds more slowly than marketing, and lasts far longer. Visitors may not remember your accurate numbers and honest sentences, but they keep the memory of being fooled by a strange exaggeration for a very long time.

Only the final course remains. See you in Launch, where verified work goes up on a real address.