Should You Create a Wikipedia Page for Your Product?

A reader favourite: can you just write your own Wikipedia page to get cited by ChatGPT? The short answer is no, and it usually backfires, yet a real page is worth more than almost anything else. Here is the honest picture.

Wikipedia: do not write your own page, but a legitimate one is the single best asset you can own, for ChatGPT

A reader favourite: can you just write your own Wikipedia page? The short answer is no, and it usually backfires, yet a real one is worth more than almost anything else on this list, for ChatGPT specifically.

• Creating your own is strongly discouraged, and disclosure is mandatory. Wikipedia's conflict-of-interest guideline tells you to refrain from writing about yourself and to use its review process instead, and if you are paid, or it is your own product, you must disclose it under the Terms of Use.
• You almost certainly fail the notability bar. Wikipedia needs “significant coverage in multiple independent, reliable sources”, not your own site, not press releases, not app-store listings. Most small apps do not clear it, and failing notability is the number-one reason articles get deleted. Purely promotional writing is removed even faster.
• Trying and failing leaves a mark. A deleted promo article leaves a public deletion log, can get the topic blocked from being recreated, and undisclosed paid editing is a rules violation. Not fatal for a tiny app, but wasted effort with a small downside.
• Yet a legitimate page is arguably the best AI asset you can own, for ChatGPT. Wikipedia is hugely over-represented in ChatGPT's sources and seeds Google's knowledge graph. The catch: it barely helps on Google's AI Overviews and is near-nothing on Perplexity, so it is mainly a ChatGPT play.
• So earn it, do not build it. Get genuine independent press coverage first, and a page becomes possible, ideally created by someone unconnected to you. In the meantime, a Wikidata entry has a far lower bar and still feeds the entity graph.

What the “notability bar” actually is, and why stacking your own sources will not clear it

I said you will almost certainly fail Wikipedia’s notability bar. It is worth knowing exactly what that bar is, because the obvious way to fake it, piling up citations to Trustpilot, the App Store, Quora and LinkedIn, is precisely the pattern that gets an article rejected.

What the bar actually says:

• “Significant coverage in multiple independent, reliable, secondary sources.” Every word is doing work. Significant means a source covers you directly and in depth, not a passing mention. Independent means not you, and not anyone connected to you. Reliable means a real publication with editorial oversight and a reputation for fact-checking. Secondary means someone else writing about you, not your own material. For companies and products the rule (called NCORP) is stricter still, and it explicitly throws out routine coverage: funding announcements, product launches, hiring notices and press releases.

Why your stack of sources counts for nothing:

• Trustpilot, the App Store and Google Play do not count, they are your reviews and your listing. Trustpilot is user reviews, user-generated content, which Wikipedia broadly rejects (it treats Amazon-style user reviews as literally “should not be used at all”), and an App Store or Google Play page is your own promotional material, primary and non-independent. Neither is an independent, reliable source.
• Quora and LinkedIn do not count either, they are self-published. Wikipedia’s own source guide lists both as “generally unreliable”: Quora because it is a user-generated question-and-answer forum, LinkedIn because it is a self-published platform. A LinkedIn article or a Quora answer you wrote is simply you talking about yourself.
• Your own site and your press releases are out by definition. They are not independent of the subject, which is the entire point of the rule.
• So the pile adds up to zero. Stacking Trustpilot plus the App Store plus Quora plus LinkedIn plus a press release does not give you “a few sources”, it gives you zero qualifying ones, because every single item is user-generated, self-published, primary, or non-independent, all of which are explicitly excluded, and NCORP is the strictest guideline of the lot. Loading an article with them does not make it look genuine to a reviewer; it makes it look like exactly what it is.

How unpaid volunteers catch it, and why “free” is a strength, not a weakness:

• There is no gatekeeper to pay. Because nobody is paid to approve articles, there is no reviewer to bribe or pressure. Instead thousands of volunteer editors patrol new pages, and any one of them can tag an article, move it to draft, or nominate it for deletion. Capturing one person achieves nothing.
• New pages are patrolled, and the sources are actually read. Reviewers (New Page Patrol, plus the Articles-for-Creation draft process that new and conflicted editors must go through) work down your citations asking whether each one is independent, reliable and in depth. A wall of Trustpilot, store and social links is recognised as zero qualifying sources on sight, it is a pattern they see every day.
• Purely promotional articles get deleted fast. Wikipedia has a speedy-deletion rule (called G11) for pages that are “exclusively promotional”, a founder-written advert is the textbook case. Paid editing must be disclosed under Wikipedia’s terms of use, hiding it is a rules violation, and coordinated fake accounts are hunted through sockpuppet investigations.

So the volunteer model looks gameable because it is open and free, but that openness is exactly what makes it hard: there is no single door to force, and the whole community can see, and undo, what you did. Your self-supplied sources do not merely fail to help, they actively signal promotion. Earn genuine independent coverage first and the page becomes possible; manufacture the sourcing and you get a deletion log instead.

The pattern is the same as everything else here: you cannot self-declare your way onto Wikipedia. You become notable, and the page follows.

But I see loads of badly-cited Wikipedia pages, how did they get in? Enforcement is uneven, and the bar is about sources existing, not being cited

A fair objection: Wikipedia is full of thinly-cited articles, so how strict can it really be? The answer is that a badly-cited old article and a brand-new promotional one are treated completely differently.

• Notability is about whether sources exist, not whether they are cited. Wikipedia’s rule is explicit: a subject only needs suitable independent sources to exist in the world, not to be present in the article. So a genuinely notable subject can sit there with a terrible citation list, because the sources exist and nobody has added them yet. That is a cleanup problem, not a notability failure.
• Old articles are effectively grandfathered. “Notability is not temporary”: once a topic has had real coverage it stays notable forever, so old articles are not re-litigated when the coverage dries up. Many were created before today’s stricter standards and simply never get re-reviewed.
• Enforcement is a reactive volunteer effort, and it is swamped. There are over 7 million English articles and a tiny corps to watch them: around half a million are tagged “needs additional references”, the new-page review queue runs tens of thousands deep, and its oldest unreviewed article is eighteen years old. Low-traffic pages slip through and linger for years. That is not a low bar; it is a backlog.
• A brand-new, self-promotional article gets far more scrutiny than a grandfathered one. Your new page lands in the actively-patrolled new-pages queue, exactly where reviewers hunt for promotion and weak sourcing. The dusty old article nobody watches is not the situation you would be in.
• And “that bad article exists, so mine can too” is a known dead end. Wikipedia explicitly rejects “other stuff exists” as an argument; every article is judged on its own sources. The junk you see is not a precedent, it is a to-do list.

So the badly-cited pages are real, but they are survivors of lax historical patrolling, not proof that you can walk a new promotional article through today.

The genuinely clever move: a smaller-language Wikipedia is easier, and it builds authority in that market

Now the sharp observation, and a real strategy. Some apps have no English Wikipedia article but do have one in, say, Vietnamese. That is not an accident.

• Every language Wikipedia is a separate project, with its own rules and a much smaller community. English Wikipedia is the strictest and most heavily patrolled. The Vietnamese edition has on the order of fifty times fewer active editors, and Thai around ninety times fewer, each with only a handful of admins. Thinner patrolling means an article is easier to get in, and easier to keep.
• A local-language article builds authority in that language and market, not globally. This connects to something covered elsewhere in this guide: language models store facts largely per language, AI answers localize by the user’s language and region, and Wikipedia feeds the knowledge graphs behind all of it. So a Vietnamese Wikipedia article makes you an established entity for Vietnamese queries and for Google-in-Vietnam, while doing little for English or global visibility.
• The real example: ELSA Speak. The AI English-pronunciation app has a Vietnamese Wikipedia article (fittingly, it even carries a “needs additional citations” banner) but no standalone English one, and its biggest markets are in Southeast Asia. Presence where its users actually search, in the language they search in.
• So it is a legitimate move if that market is yours. Rather than bounce off strict English Wikipedia, an app targeting Vietnam, Thailand or Indonesia can build a local-language entity where the bar is more attainable, and gain authority exactly where its users, and their AI assistants, are looking.

Two honest caveats: you still have to meet that edition’s own notability rules, usually with local-language sources, and it only helps that language and market, not English. The lesson is not “small Wikipedias have no standards”, they do, but they are more attainable, and a local-language entry is the right asset when your users are local. Build authority in the language your customers actually query in.

Is there a “score” for how many articles you have written? No, but a one-product account is a classic red flag, and “contribute first, then sneak mine in” does not work

Two related instincts here, and both are half-right. There is no points score, but Wikipedia absolutely notices an account that exists only to write about one product, and the “build a track record then slip my article in” plan does not do what you hope.

• There is no reputation score, but there are thresholds and there is judgment. Permissions are gated by simple rules, an account becomes “autoconfirmed” after 10 edits and 4 days, and “extended-confirmed” after 500 edits and 30 days, but there is no hidden points total. What actually happens is that reviewers read your contribution history: your edit count, your account age, and what else you have worked on.
• A single-purpose account is a recognised red flag. Wikipedia has a name for an account that exists to push one narrow topic, a “single-purpose account”, and it explicitly treats such accounts with less credibility, because it is fair to ask whether their edits are neutral. So yes: a brand-new account whose one and only article is its own product is exactly the pattern that trips conflict-of-interest, promotion and paid-editing scrutiny.
• But contributing a lot first does not fix the real problems. Say you spend months on genuine edits and then add your product article. You have softened the single-purpose flag, but you have not: made your product notable (that still needs independent coverage that either exists or does not); removed your conflict of interest (you are still expected to disclose it and to propose the article through the review process, not write it into place yourself); or escaped the paid-disclosure rule if money is involved. Every content rule stays in force no matter how committed you look.
• And “committed contributor sneaks in a promo article” is precisely what the scrutiny is tuned for. The article itself is still judged on its sourcing. A track record is a thin disguise over the same problem.

So the honest version is not a trick. If your product is genuinely notable, contribute honestly, disclose your connection, and propose the article through Articles for Creation so an independent editor assesses it. If it is not notable, no amount of edit history changes that. Contributing to Wikipedia is worth doing on its own merits; using it as camouflage is not.

Can you just hire a Wikipedia writer? They exist, but they cannot fake notability, and the shady ones get mass-banned

• The industry is real. Agencies and freelancers do sell “we will get you a Wikipedia page”. One firm, Wiki-PR, marketed to over 12,000 clients.
• It is only allowed with disclosure. Paid editing is permitted if the editor discloses their employer, client and affiliation. Undisclosed paid editing is banned outright, the Wikimedia Foundation calls it a “black hat” practice.
• No writer, however experienced, can manufacture notability. A paid editor can only help if independent, reliable coverage of you already exists. If it does not, they cannot conjure it, and the article gets deleted like any other.
• The deceptive services get caught, at scale. Wikipedia actively hunts paid sock-farms. In 2015 the “Orangemoody” investigation blocked 381 accounts and deleted more than 200 articles, an operation that had posed as Wikipedia editors and extorted businesses to “publish and protect” their pages. In 2013 Wiki-PR had roughly 250 accounts blocked, the firm and its staff banned, and a legal cease-and-desist, which is what prompted the mandatory paid-disclosure rule in the first place.
• So the calculus for a small app: a disclosed, honest paid editor can save you effort if you are already notable; an undisclosed or bargain “Wikipedia service” is a fine way to pay for an article that gets deleted and your accounts blocked, exactly the money-for-a-deletion-log outcome.

The through-line, one more time: Wikipedia’s value is precisely that it is hard to place yourself into, and every workaround, single-purpose accounts, track-record camouflage, paid writers, runs into the same wall. You cannot buy or fake the independent coverage that notability requires. Earn it, and the page is straightforward. Do not, and every shortcut ends the same way.