The structured data layer behind WanderVlogs

AI travel planners use it to ground itinerary suggestions in real places and real traveler experience, not generic answers.

AI travel agents use the same grounding to reduce booking and recommendation errors, since every place is verified rather than guessed.

RAG tools and travel chatbots use it as a retrieval source, so answers can cite the exact video and timestamp behind a claim.

Travel content and guide sites, including local sites focused on a single country, use the tips, FAQs, and video mentions as source material for real, verified destination content instead of generic, scraped copy. It's also an SEO and GEO advantage: both traditional search and AI answer engines favor original, verifiable content over generic or duplicated text.

Tourism boards and travel researchers use mention volume over time to spot which places are gaining traveler attention, benchmark against competing destinations, and guide where to focus marketing or investment.

These are just the most common cases, if your product needs travel answers grounded in something real, it'll work for you too. For the fuller picture of why verified, video-backed data matters for AI travel tools specifically, read our breakdown here. Not sure how this data fits your use case? Email us at developers@wandervlogs.com and our team will be happy to give guidance.

Structured JSON, nested by country, city, and place, with videos and channels as separate lookup arrays. See the sample downloads above for the exact structure.

Questions about the format? Email us at developers@wandervlogs.com.

Every mention, tip, and answer comes with a timestamp, so your product can jump straight to the exact moment in a video where a place is shown or a tip is shared, video ID plus timestamp is enough to build a direct link to that exact second on YouTube. That's a powerful way to back up any travel answer with real proof, instead of a generic response, you can point to the real moment a real traveler experienced it.

You can also surface every vlog that covers a destination, or show tips and FAQs about a place, all coming directly from real traveler experiences, not generated or scraped copy.

Channels also come classified by niche, solo travel, family travel, luxury, budget, digital nomad, and more, so you can filter or weight recommendations by audience fit instead of treating every source the same.

It's not limited to product features either. Research, model training, and data analysis are all fair game, travel trend research, fine-tuning a travel-specific model, or analyzing what real travelers actually say about a destination. Every video comes with an upload date too, so mention volume over time works as a real signal for spotting which destinations are gaining attention.

Yes. The license explicitly covers storing, indexing, and feeding the Licensed Data into a model as part of building your own product, so embeddings, search indexes, normalized entities, and ranking signals built from it are all normal use.

If your term later ends, you keep the right to keep using everything already delivered, including anything you've derived from it. You just stop receiving new refreshes, nothing needs to be torn down.

Yes, for most builds. The license covers using the Licensed Data internally to generate or enrich your own product's output, including when that output is delivered through your own APIs, embedded widgets, or white-label implementations built for a third-party business.

The line you can't cross is handing over the raw Licensed Data itself to that third party. As long as the raw dataset stays behind your own product and only the resulting output reaches them, you're covered.

Standard licenses are scoped for products serving up to 500 downstream business clients or 1,000,000 monthly end users. Building something meant to reach beyond that, for example a distribution platform reselling access across thousands of hotels or travel agencies? Email us at developers@wandervlogs.com to scope an enterprise license instead.

Structured file export, not a live API, by design. A meaningful volume of new vlogs get added over time, tied to how often creators publish on YouTube, so a periodic export actually reflects the dataset more reliably than a live endpoint would at this stage.

You pick the destination, S3, FTP, Dropbox, or a private Google Drive folder, whichever fits your own pipeline best. Your current snapshot is added within 12 hours of payment.

On 3 and 12-month plans, we refresh the files at that same destination on the 28th of each month.

Just let us know your preferred delivery method when you submit your request.

New travel vlogs are processed daily through our pipeline. Your feed itself updates once a month though, on the 28th, so instead of a daily trickle you get everything new processed that month delivered all at once.

No. Every option, Snapshot, 3-month, or 12-month, is a single one-time payment. There's no recurring billing and no auto-renewal on any plan.

Refreshes stop and access to that delivery destination ends. You keep every file already delivered to you, nothing already downloaded is revoked.

If you want to keep getting updates, that's a new term.

Yes, attribution to the source video and channel is required under the license terms whenever a place, tip, or answer is shown to your end users. If you're only using the data internally, for processing, reasoning, or ranking, without displaying that specific insight, no attribution is required.

Every country, city, and place includes a Google Place ID, so you can map directly to your own system without fuzzy name matching.

Yes, submit another Request Access form any time. Your new request will be served under a new term.

Email us at developers@wandervlogs.com with the country you need. We'll do our best to process vlogs for that destination and accommodate your request within 4–7 business days.

Yes, email us at developers@wandervlogs.com with the city you need. We handle city-only requests case by case and provide a custom quote based on the actual data volume for that city (including place data), more affordable than licensing the full country covering all cities.

After a short scoping conversation, we send a one-time secure payment link. No recurring billing, no card kept on file.

We accept Visa, MasterCard, American Express, Discover, and Google Pay.

It reflects how much of that country we've actually mapped from real travel vlogs, not a flat rate. Countries are grouped into three coverage tiers based on how many verified travel vlogs we've processed: Light (100+ vlogs), Solid (175+ vlogs), and Heavy (250+ vlogs), shown alongside pricing below.

We update pricing on a regular basis based on several factors including content volume and demand, but any current ongoing terms won't be impacted by new prices.