Wikipedia, Reddit & Podcasts: Where AI Finds Who to Cite (2026)

When someone asks ChatGPT or Google’s AI “who’s the best HVAC company in Fort Wayne,” they don’t get ten blue links to scroll. They get one answer, stitched together from a handful of sources the AI decided to trust. Which means the game has quietly changed. It’s no longer only about ranking your own page — it’s about getting mentioned on the pages that AI pulls from. And the biggest of those pages aren’t on your website at all. They’re Wikipedia, Reddit, and the show notes from podcasts.

A recent Search Engine Journal piece by Greg Jarboe made the point bluntly to enterprise marketers: these three channels now drive a big share of AI citations, and the skill set that earns them is classic public relations, not classic SEO.¹ His advice to big companies was “ask your PR team how they did it.” The problem for a Fort Wayne small business is simple — you don’t have a PR team. You are the PR team. So this guide translates the enterprise playbook down to one owner with limited time, and gives you three plays you can actually run yourself. It’s the earned-media companion to the broader Fort Wayne digital marketing playbook — the “how AI finds who to cite” side of the work.

Key takeaways:

• AI answers cite a few trusted third-party sources instead of listing links — and Wikipedia, Reddit, and podcasts are among the biggest wells it draws from.
• Earning those citations is a PR discipline (relationships, earned mentions, expertise) more than an SEO one (keywords, backlinks).
• You probably aren’t notable enough for your own Wikipedia article — and that’s fine. The citations come from topic, process, and industry pages, not vanity brand pages.
• Never edit your own Wikipedia entry: it violates the conflict-of-interest guideline and tends to get reverted.
• A single local podcast appearance becomes a transcript, show notes, and a captioned clip — exactly the machine-readable text AI likes to cite.
• Reddit rewards genuine expertise and bans self-promotion, so show up as a helpful tradesperson, not an advertiser.

Why Do AI Answers Cite Wikipedia, Reddit, and Podcasts?

Start with the data, because the pattern is remarkably consistent across studies. Ahrefs’ September 2026 analysis of the most-cited domains in Google AI Overviews shows a handful of community, reference, and video platforms accounting for a huge slice of everything AI chooses to cite — out of the entire web.²

Top seven cited domains in Google AI Overviews, September 2026 (Ahrefs). Your tidy service page is competing for attention against the sum of human knowledge, and losing on raw trust signals.

Wikipedia’s role is worth understanding precisely, because it’s easy to misread. According to Muck Rack’s What Is AI Reading? report, which analyzed more than 25 million AI-cited links, Wikipedia is the single most-cited domain inside ChatGPT.³ But here’s the nuance that matters for a small business: Muck Rack found that 42% of the Wikipedia citations appearing in AI answers come from pages about processes, technologies, and methods — not from pages about brands or companies.⁵ AI reaches for Wikipedia to explain how a heat pump works or what “AEO” means, not to describe your shop. That single fact reshapes the whole strategy, as we’ll see.

Reddit and podcasts earn their citations differently. Reddit is where real people describe real experiences in plain language — exactly the kind of candid, first-hand text answer engines love to summarize. Podcasts, meanwhile, generate a trail of machine-readable assets every time you appear on one. The common thread across all three: they’re earned, not bought, and they’re built on trust accumulated over time. If you want the strategic budget framing for all this, we lay it out in GEO vs. SEO: where to put your 2026 budget.

Why Is This a PR Job, Not an SEO Trick?

Here’s the mental shift. SEO is largely something you do to your own site: keywords, structure, speed, backlinks. The citations we’re talking about live on properties you don’t own and can’t optimize directly. You can’t keyword-stuff your way onto Wikipedia or buy your way into a Reddit thread without getting caught. You earn your way in — the same way PR has always worked.

Jarboe put it this way: “PR professionals have been building real expertise in all three areas for a long time, mostly on their own side of the building, and AI search is now forcing SEOs to catch up fast.”¹ The disciplines that win AI citations — pitching, relationship-building, offering genuine expertise, showing up in communities — are earned-media skills. The good news for a Fort Wayne owner is that these are human skills, not technical ones. You already talk to customers, suppliers, and neighbors. You already know your trade cold. That’s the raw material.

This is distinct from the getting-found-and-measured work we cover elsewhere. If your question is “does my business even show up in AI answers, and how do I track the leads,” start with get found and track leads in AI search. This post is about the supply side — actively earning the mentions that feed those answers. Think of it as the difference between tidying your house and getting invited to the neighborhood group chat. Below are the three plays, in the order most small businesses should run them.

Play 1: How Do You Earn Wikipedia Citations Without Breaking the Rules?

Let’s clear up the biggest misconception first: you almost certainly should not try to create a Wikipedia article about your business. Most local businesses don’t meet Wikipedia’s notability bar — and that’s genuinely okay, because, as the Muck Rack data showed, that’s not where the citations come from anyway. Chasing a vanity brand article is effort spent in the wrong place.

What you can influence are the topic, process, and industry pages that AI actually pulls from — and the local or trade-specific pages where a well-sourced mention of your work could legitimately belong. The honest, durable move is to become the kind of local expert whose work gets referenced by independent writers and editors: publish genuinely useful information, earn coverage in local outlets, and let others cite you. That’s slow, but it’s the only version that lasts.

One hard rule: never edit your own Wikipedia entry, or pay someone to do it quietly. Wikipedia’s conflict-of-interest guideline strongly discourages editing articles about yourself or your organization, and asks anyone with a financial connection to propose changes on the talk page for independent review rather than editing directly.⁴ Edits from a company’s own address tend to get noticed and reverted — and the reputational hit of being caught astroturfing an encyclopedia is not worth it. If there’s a factual error about your industry on a relevant page, the right path is a sourced, transparent suggestion on the talk page, not a stealth edit.

Play 2: How Do Podcasts Turn One Hour Into AI-Readable Assets?

Podcasts are the most underrated play on this list for a small business, because a single appearance multiplies into exactly the formats AI likes to read. You spend 30 to 45 minutes talking about what you know, and that one conversation becomes a transcript, a set of show notes, a description, and — if the host clips it — a captioned video. Every one of those is machine-readable text with your name, your expertise, and your location attached, published on someone else’s trusted domain.

The play is straightforward. Pitch yourself to local and trade-specific shows: Northeast Indiana business podcasts, chamber or industry programs, the trade-association show for your field. You don’t need a national audience; you need relevant, well-indexed text. When you do appear, ask the host for the transcript and show-notes links, then repurpose everything — embed the episode on your site, quote it in a blog post, share the clip. One good appearance a quarter builds a trail of citations over a year.

This is also where the earned-media approach compounds with the rest of your marketing. The expertise you demonstrate on a podcast is the same expertise that gets you onto the third-party “best of” lists AI reads — a dynamic we unpack in why Google AI names a best-of blog, not your shop. The two plays feed each other.

Play 3: How Do You Use Reddit Without Getting Banned?

Reddit is powerful and unforgiving in equal measure. It’s a top-cited source in AI answers precisely because its communities punish marketing-speak and reward genuine help — which means the strategy that works is also the one that’s hard to fake. Reddit’s own advertising research claims it reaches a majority of U.S. business decision-makers and that most users trust what they read there over traditional advertising; treat those figures as the vendor’s own numbers, but the underlying point — that people go to Reddit for unvarnished opinions — matches how answer engines treat it.¹

The approach is simple to describe and requires discipline to execute: find the subreddits where your Northeast Indiana customers and your trade actually hang out (r/FortWayne, home-improvement and trade subreddits, hobby communities tied to what you sell), and show up as a knowledgeable human. Answer questions. Share what you’ve learned. Never drop a link to your site into a thread that didn’t ask for it — that’s the fastest route to a ban and a reputation you can’t undo. Over time, genuine participation earns you the kind of mentions and recommendations that both humans and AI notice.

And once you’re participating, fold it into how you measure AI visibility — periodically checking whether your name or business surfaces in AI answers, and where. We walk through the free tools for that in track your AI search visibility in Fort Wayne. Earning citations and watching whether they land are two halves of the same job.

What This Looks Like for a Fort Wayne Business

Strip away the enterprise framing and picture a real example. An Allen County HVAC company isn’t going to get a Wikipedia article, and shouldn’t waste a weekend trying. But the owner can spend an hour pitching the local chamber’s business podcast, record a 30-minute episode on “what Fort Wayne homeowners get wrong about heat pumps in a Midwest winter,” and walk away with a transcript, show notes, and a clip that live on the podcast’s site for years. That’s a durable, citable asset — far more useful than a vanity profile.

A DeKalb County dental practice can do the same with a different mix: answer real questions in regional and dental-patient subreddits as a genuine professional, contribute accurate information to the industry and process pages that cover its field, and get quoted in Auburn or Fort Wayne local coverage. None of this requires an ad budget or a PR firm. It requires showing up as the local expert you already are, in the places — Wikipedia’s topic pages, Reddit’s communities, Northeast Indiana podcasts — that AI treats as trustworthy. For a one-location business, that’s a few focused hours a month, not a campaign. The shops across Allen County and Northeast Indiana that earn these citations first will be the ones AI names when a neighbor asks who to call.

Ready to Earn Your Spot in AI Answers?

If this reads like work you don’t have time for, that’s fair — earned media is a slow, relationship-driven grind, and it competes with actually running your business. That’s the kind of thing our answer engine optimization work is built around: finding the podcasts, communities, and topic pages that AI pulls from for your trade in Fort Wayne, and building a realistic plan to earn mentions there — paired with the on-site SEO foundation that makes those citations stick. We’ll also tell you honestly which plays are worth your time and which aren’t, including when the simplest answer is to go record one podcast episode and skip the rest. Tell us what you’re trying to get found for and we’ll give you a straight answer, not a sales pitch.