How We Research
Travel information should survive contact with the real trip
A travel article can sound convincing and still be wrong where it matters: the entrance that has moved, the transfer that takes longer than the timetable suggests, the hotel room category that changed, the museum rule that disappeared six months ago, or the restaurant recommendation repeated so often that nobody stops to check whether it still applies.
Yoya Fun was built around a different idea: experience, evidence and editorial judgment should be kept distinct — and then brought together deliberately.
Our work combines firsthand experience from members of our human team, attributed experience from other travelers, official and specialist sources, current reviews and operator information, and independent editorial analysis.
We do not claim to have personally visited every place we cover.
1. We start with the question, not the answer
Before researching a story, we define what the reader actually needs to decide.
That might be whether a premium hotel is worth the difference in price, whether an itinerary is realistic, what a family will find difficult, how a cultural site should be understood, whether an outdoor activity fits a particular traveler, or what has changed since older travel advice was published.
This matters because research designed to confirm a predetermined recommendation is not useful research.
2. Firsthand experience has a name
Our human contributors bring real travel experience from more than 30 countries, with members of the team living in or contributing from Egypt, Japan, Saudi Arabia and the UAE.
When an observation comes from a member of our team who has actually made the journey, stayed in the area, used the transport, eaten the meal or lived with the local context, we treat that as attributed human experience.
We do not transfer that experience to another writer or virtual character and silently present it as their personal memory.
One person’s experience can reveal an important question. It does not automatically become a universal rule.
3. We build an evidence file from different kinds of sources
Different questions require different sources.
For current rules and operational facts, we prefer primary or authoritative sources such as:
- government departments and official tourism bodies;
- embassies, consulates and border authorities where relevant;
- airports, railways, transit authorities and ferry operators;
- national parks and protected-area authorities;
- museums, heritage institutions and official attraction sites;
- hotels, restaurants, tour operators and other providers for their own current prices, schedules, policies and product claims.
For history, culture and heritage, the evidence may also include museums, archives, academic work, cultural institutions, documented oral-history projects and qualified specialist perspectives.
Commercial or operator sources are useful, but we treat their descriptions as claims from the organisation concerned, not automatically as independent assessments of quality.
4. Real travelers are evidence too — but a different kind
Some of the most useful travel information does not appear in an official PDF.
Travelers describe the queue that keeps forming at the same hour, the room category that repeatedly disappoints, the transfer that looks simple on a map but feels exhausting with luggage, the family problem nobody mentions in the brochure, or the restaurant policy that works differently in practice.
We examine current traveler reviews and publicly shared travel experiences across relevant websites, communities and social platforms.
We look for patterns, not isolated drama.
A single angry review is not a fact. Neither is a single enthusiastic video.
Repeated observations across independent travelers can identify something worth investigating. We then compare that pattern with official information, other current reports and, where possible, specialist or local context.
5. We keep different kinds of knowledge separate
During research and editing, we try to distinguish between:
Verified current fact — something supported by an appropriate current source.
Stable background — geography, history or other information that is unlikely to change quickly.
Operator claim — something a hotel, restaurant, attraction or travel company says about itself.
Attributed human experience — what a named contributor or identifiable traveler actually experienced.
Repeated traveler pattern — a recurring observation across multiple independent accounts.
Editorial analysis — what the evidence appears to mean for a particular traveler.
Uncertainty — something we cannot verify confidently enough to state as settled fact.
The final article may combine several of these, but they should not be confused with one another.
6. Contradictions are part of the research
Travel information often conflicts.
An official page may be outdated. A booking platform may show different conditions from the operator. Two experienced travelers may have genuinely different experiences.
When sources disagree, we do not solve the disagreement simply by choosing the version that makes the better story.
We check dates, source authority, market differences, seasonal conditions and whether the sources are actually describing the same product or situation.
If an important uncertainty remains, the article should say so.
7. Current information receives extra scrutiny
Prices, opening hours, transport schedules, entry rules, reservation policies, seasonal conditions and service details can change quickly.
We check time-sensitive information as close to publication or revision as practical and point readers toward the relevant official source when a final check matters.
A travel article is not a substitute for an airline, border authority, medical professional, emergency service or other competent current authority.
8. Where software and AI fit
Yoya Fun uses software and AI-assisted systems to help collect, organise, compare and review large amounts of information.
They can help us detect contradictions, group recurring traveler observations, structure research, assist with language work and apply editorial quality checks.
They are tools, not sources of authority.
A statement does not become true because a language model produced it, and an automated system does not replace the human responsibility for what Yoya Fun publishes.
Our institutional verification function, The Desk, supports fact-checking, comparisons, updates and corrections. The Desk is not a fictional personality or author character.
9. What our virtual editorial agents do
Yoya Fun uses clearly disclosed virtual editorial agents, each with a defined specialist role and method.
Yoya evaluates luxury and hospitality value. Atlas examines practical planning and itinerary feasibility. Mira looks at family travel. Julian handles culture and heritage. Cole covers adventure. Elara works with myths and legendary places. Capri focuses on gastronomy and dining. Dana examines travel for defined Gulf audiences. Mara works with travel essays and reflective narrative.
They may reach different editorial conclusions because they ask different questions.
But their identities do not create evidence.
A fictional biography, first-person narrative device or generated image cannot prove that a virtual editor physically stayed at a hotel, ate a meal, completed a hike or met a contributor.
Real-world conclusions must come from researched evidence, attributed human experience and editorial review.
10. Seventeen languages do not mean seventeen copies
Yoya Fun publishes for audiences in 17 languages.
English is not a master edition from which every other edition is mechanically translated.
When a story travels between languages, facts and evidence remain accountable, but the writing may be re-voiced and culturally adapted for the audience: priorities, examples, explanations, register and practical questions can change.
Some stories may appear across all editions. Some may appear only in selected languages. Others may be conceived and written originally for one market and never require an English version.
Localization should make a story more useful to its reader, not change the evidence to fit a stereotype.
11. Recommendations and commercial relationships
Yoya Fun may earn revenue from advertising and affiliate links.
That relationship does not determine what we recommend, how places are ranked or whether criticism is softened.
A commercial relationship is not evidence of quality.
Our advertising and affiliate policy explains this separately.
12. Updates and corrections
Travel changes, and we can make mistakes.
When reliable new information changes an important factual claim or the conclusion based on it, we review the affected article and, where appropriate, its other language editions.
If you believe we have something wrong, send us:
- the article URL;
- the specific statement you are questioning;
- what you believe is incorrect or incomplete;
- and, where possible, the source or firsthand context that supports the correction.
We would rather correct a useful article than defend an outdated sentence.
What we promise
We will not claim that someone visited a place when they did not.
We will not turn an anonymous anecdote into an established fact.
We will not treat marketing copy as independent evidence.
We will not pretend that every traveler has the same priorities.
And we will tell you when the narrator you are reading is a virtual editorial character.
That is the standard behind Yoya Fun.