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What Really Works (Primarily based on Information)

Admin by Admin
March 15, 2026
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With folks now more and more asking ChatGPT questions and product suggestions, in case your model doesn’t present up in these responses, you’re invisible to them.

The issue: ChatGPT doesn’t have “rankings”. A minimum of not in any conventional sense. Its responses are probabilistic: totally different each time, with manufacturers showing and disappearing from one question to the subsequent.

In keeping with analysis from SparkToro, there’s a <1 in 100 probability that ChatGPT, if requested 100X, offers you the identical record of manufacturers in any two responses.

Bar chart comparing AI tool consistency: Claude shows highest odds (1.65%) for same brand list, while order consistency remains low (<0.3%) across all tools.

So you possibly can’t rank #1 in ChatGPT. However you possibly can enhance your visibility, the proportion of related queries the place your model will get talked about in any respect. You may also work to get your pages cited.

ChatGPT screenshot recommending Paprika Recipe Manager as best overall recipe app with features like one-tap saving and meal planningChatGPT screenshot recommending Paprika Recipe Manager as best overall recipe app with features like one-tap saving and meal planning

How do you try this? To seek out out, we analyzed 75,000 manufacturers and reviewed third-party research to see which search elements are most definitely to affect model mentions in ChatGPT.

Right here’s what we learn about enhancing that visibility based mostly on the information.

1. Optimize your YouTube presence

In our examine, YouTube mentions and point out impressions confirmed the strongest correlation with ChatGPT visibility, outperforming each different issue.

Bar chart comparing correlation values between ChatGPT, AI Mode, and AI Overviews for YouTube mentions, impressions, branded web mentions, and branded anchors with AI mentions.Bar chart comparing correlation values between ChatGPT, AI Mode, and AI Overviews for YouTube mentions, impressions, branded web mentions, and branded anchors with AI mentions.

Why does YouTube matter a lot? One purpose is as a result of YouTube is coaching information for LLMs. The New York Occasions reported that OpenAI’s GPT-4 mannequin was educated on over 1,000,000 hours of YouTube transcriptions. When your model will get talked about in YouTube movies, that point out turns into a part of the corpus ChatGPT learns from.

One more reason is as a result of LLMs can’t present video content material by itself. So, when the immediate calls for it, LLMs would favor to retrieve YouTube movies relative to different web sites.

What precisely is a YouTube point out? A YouTube point out is any occasion the place your model identify seems in a channel identify, title, description, transcript, or hyperlink.

Social media contact info for Frey with X/Twitter, YouTube links, and newsletter URL. Arrow points to YouTube mention format.Social media contact info for Frey with X/Twitter, YouTube links, and newsletter URL. Arrow points to YouTube mention format.

How are you aware what number of YouTube mentions you could have? To see tagged mentions, i.e. mentions the place you’re linked to, go to your YouTube Studio, click on the Neighborhood tab, then the Mentions tab.

YouTube Studio Community tab showing "Mentions" section with "No mentions found" message and illustration of figure at microscopeYouTube Studio Community tab showing "Mentions" section with "No mentions found" message and illustration of figure at microscope

To see untagged mentions, i.e. mentions the place you’re not linked to, you’ll want a device like Model Radar.

Ahrefs Brand Radar dashboard showing YouTube mentions for "ahrefs" brand from March 2024 to March 2026, with 163 mentions and 6.4M impressions.Ahrefs Brand Radar dashboard showing YouTube mentions for "ahrefs" brand from March 2024 to March 2026, with 163 mentions and 6.4M impressions.

So, now the important thing query: how are you going to get extra YouTube mentions?

The obvious means is to start out publishing movies in your YouTube channel. For instance, you possibly can see that we’ve got tons of YouTube mentions throughout our totally different YouTube channels:

YouTube search results showing two Ahrefs digital marketing videos with view counts, thumbnails, descriptions and timestamps.YouTube search results showing two Ahrefs digital marketing videos with view counts, thumbnails, descriptions and timestamps.

 

YouTube video thumbnail showing "Connect Ahrefs to ChatGPT" title with presenter, 4:01 duration, 9.4K views, published Nov 12 2025, with timestamp navigationYouTube video thumbnail showing "Connect Ahrefs to ChatGPT" title with presenter, 4:01 duration, 9.4K views, published Nov 12 2025, with timestamp navigation
YouTube video thumbnail showing Neil Patel with text "YOUR REVENUE WON'T GROW UNLESS..." Video details show title about scaling to $100M, 10.2K views, 7 comments, 2:05:19 duration.YouTube video thumbnail showing Neil Patel with text "YOUR REVENUE WON'T GROW UNLESS..." Video details show title about scaling to $100M, 10.2K views, 7 comments, 2:05:19 duration.

I like to recommend watching our video on YouTube search engine optimisation to learn to make movies that’ll rank excessive on YouTube, and subsequently will get you mentions.

The opposite means is to get extra YouTube movies and channels to say you. The long-term means is to construct an amazing product that individuals will use and naturally point out, however you too can work with YouTube creators by sponsoring them.

Which is what we do:

YouTube video screenshot showing "Did Hollywood Ruin Football?" with 43.7K views, featuring Ahrefs sponsorship and Athletic Interest channel brandingYouTube video screenshot showing "Did Hollywood Ruin Football?" with 43.7K views, featuring Ahrefs sponsorship and Athletic Interest channel branding

To seek out related YouTube creators to sponsor, you need to use Model Radar. For instance, we are able to construct filters to seek out related creators within the “AI advertising house” so we are able to sponsor them:

Advanced search filter interface showing multiple Boolean query rows with dropdown menus for Title, Contains, and Phrase match options, with search terms like AI, ChatGPT, Perplexity, and various marketing-related keywords.Advanced search filter interface showing multiple Boolean query rows with dropdown menus for Title, Contains, and Phrase match options, with search terms like AI, ChatGPT, Perplexity, and various marketing-related keywords.

Use the filters to type via your mentions till you discover creators price partnering with.

The following step is to succeed in out to those creators and learn the way to work with them. You possibly can supply free entry to your services or products in change for a assessment, pay for a pre-roll/mid-roll advert in the course of the video, or supply to be a visitor (if the YouTube channel is a podcast). There are lots of methods to do that and it’s actually as much as the chance and your creativity.

2. Construct model mentions throughout the net

After YouTube, branded net mentions confirmed the following strongest correlation with ChatGPT visibility.

Horizontal bar chart comparing correlation values for ChatGPT, AI Mode, and AI Overviews across 5 metrics. YouTube mentions show highest correlation (0.7+), branded search volume lowest (0.35-0.47).Horizontal bar chart comparing correlation values for ChatGPT, AI Mode, and AI Overviews across 5 metrics. YouTube mentions show highest correlation (0.7+), branded search volume lowest (0.35-0.47).

That is totally different from backlinks. We’re speaking about mentions: cases the place your model identify seems throughout the online, with or with no hyperlink.

The logic is simple: LLMs search for consensus. When a number of sources, notably authoritative ones, describe a model as a powerful answer for a given drawback, the mannequin learns to mirror that consensus in its responses.

After I analyzed the highest sources driving mentions for Ahrefs in ChatGPT, third-party websites dominated.

Search results page showing 5,384 results with date filter "5 Mar 2026" and expandable domain filter listing websites like Reddit, Wikipedia, and Forbes.Search results page showing 5,384 results with date filter "5 Mar 2026" and expandable domain filter listing websites like Reddit, Wikipedia, and Forbes.

So, how are you going to proactively construct your off-site mentions?

Get on the websites ChatGPT cites

Not all mentions are equal. A point out on a web site ChatGPT steadily cites is price far a couple of on a web site it ignores.

To seek out essentially the most cited domains in your trade, go to Model Radar, enter key phrases associated to your area of interest, then open the Cited domains report.

Ahrefs Brand Radar interface showing competitor analysis form with market filters (GEO, AEO, LLMO, AI SEO, etc.) above a multi-line trend graph.Ahrefs Brand Radar interface showing competitor analysis form with market filters (GEO, AEO, LLMO, AI SEO, etc.) above a multi-line trend graph.

These are the websites you’d need your model to look in. When you’ve recognized these websites, search for methods in:

  • Overview platforms: Declare your profile, fill out each area, and actively solicit buyer evaluations. An entire profile with 50+ evaluations indicators legitimacy each to consumers and to the fashions citing these platforms.
  • Trade publications: Test in the event that they settle for contributed articles, skilled commentary, or supply requests. Many have editorial calendars or contributor pointers buried of their footers.
  • Comparability and roundup content material: Search the area for “[your category] comparability” or “greatest [your category]” to seek out present content material you could possibly be added to, or gaps the place no such content material exists but.

The secret is working backward from what ChatGPT truly cites, not guessing which websites would possibly matter.

Goal “better of” lists strategically

Analysis from Glen Allsopp, our Head of Advertising and marketing Technique & Analysis, discovered that “better of” posts account for almost half of ChatGPT citations for a really specific sort of question.

Table showing page types in ChatGPT responses: Blog lists lead at 43.83% average, followed by blog posts at 14.34%, with data across Software, Agency, and Products categories.Table showing page types in ChatGPT responses: Blog lists lead at 43.83% average, followed by blog posts at 14.34%, with data across Software, Agency, and Products categories.

However chasing mentions on each listicle isn’t the appropriate method. Pressured or inauthentic suggestions gained’t construct actual model fairness, and skilled writers can spot a determined pitch.

A greater technique: as an alternative of asking writers to squeeze you into present articles, discover authoritative websites in your house that haven’t printed a “better of” put up but.

Whenever you attain out, pitch them on creating the content material, not on mentioning you. Provide to:

  • Share key phrase analysis: Present them search quantity for “greatest AI Search” queries and the way rivals are capturing that visitors
  • Present aggressive information: “Your three major rivals have posts rating for this time period driving X visits per month”
  • Give them product entry: Provide a demo or free trial to allow them to consider your product firsthand and write authentically

This reframes the dialog. You’re bringing them a content material alternative backed by information, not asking for a favor.

In the event that they do write the put up, you’ve created a brand new citable web page: one which ChatGPT could begin referencing in future responses.

Discover the place you’re lacking mentions

The quickest path to extra visibility is closing gaps: discovering pages that already point out rivals however not you, and getting added to them.

Right here’s learn how to discover them:

  1. Go to Model Radar
  2. Enter your model and your rivals.
  3. Within the Mentions Hole view, hover over your model beneath ChatGPT and click on Others solely.
  4. Open the Cited Pages report to seek out the websites you could possibly attain out to and shut your AI point out hole.
Analytics dashboard comparing MailChimp, Constant Contact, ConvertKit, and AWeber showing metrics like AI Share of Voice (90.4%), search demand (1.8M), and web visibility (2.1M).Analytics dashboard comparing MailChimp, Constant Contact, ConvertKit, and AWeber showing metrics like AI Share of Voice (90.4%), search demand (1.8M), and web visibility (2.1M).
Table showing top affiliate program pages with metrics including page type, mentions, citations, volume, and domain rating scores.Table showing top affiliate program pages with metrics including page type, mentions, citations, volume, and domain rating scores.

The pages the place your model isn’t highlighted inexperienced (beneath the Mentions column) are the pages the place you’re at the moment not talked about.

For every web page, ask:

  • Is that this content material I might be added to? Listicles, comparability posts, and assessment roundups are sometimes up to date periodically. The writer could also be open to together with you within the subsequent revision.
  • Is that this a web site I ought to pitch straight? If the area seems repeatedly throughout a number of gaps, it’s price constructing a relationship with the publication moderately than pitching particular person pages.
  • Is that this web page truly driving the point out? Click on via to confirm the web page discusses your class and that your rivals are talked about in context. Typically citations are tangential.

You may also test particular person pages advert hoc. Whenever you come throughout a assessment or comparability article that covers your class however doesn’t embrace you, paste the URL into Web site Explorer and test the AI Citations information. If ChatGPT is already citing that web page, getting added to it turns into a high-priority alternative. You’d be inserting your model right into a supply the mannequin already trusts.

Screenshot of SEO metrics dashboard showing AI citations (113 Google, 12 ChatGPT) and backlink profile (DR 67, 395 backlinks, 106 ref domains)Screenshot of SEO metrics dashboard showing AI citations (113 Google, 12 ChatGPT) and backlink profile (DR 67, 395 backlinks, 106 ref domains)

3. Interact authentically on Reddit (ChatGPT’s most-cited area)

Reddit is ChatGPT’s #1 most-cited area throughout our evaluation of hundreds of thousands of AI responses.

Table showing top 3 cited domains in ChatGPT: Reddit (847,338 mentions), Wikipedia (431,710), and Amazon (97,457)Table showing top 3 cited domains in ChatGPT: Reddit (847,338 mentions), Wikipedia (431,710), and Amazon (97,457)

This is sensible. Reddit discussions include genuine consumer opinions, actual suggestions, and the sort of conversational context that LLMs are educated to know and reference.

However you possibly can’t recreation Reddit. The group is allergic to advertising, and overt promotion will backfire spectacularly.

How do you discover Reddit threads to contribute to?

The simplest means is to seek out the Reddit threads that ChatGPT already cites. You are able to do this by working the filters I discussed earlier for point out hole evaluation and filter for Reddit:

Table showing Reddit search citations with 3 queries: women joggers brands (8.1K volume), backpack brands (4.1K), and golf jackets (1.7K), including responses and mentions.Table showing Reddit search citations with 3 queries: women joggers brands (8.1K volume), backpack brands (4.1K), and golf jackets (1.7K), including responses and mentions.

 

This reveals you particular threads ChatGPT references when answering questions in your house.

Nevertheless, the purpose is to not leap proper in, plug your product, and disappear. It’s a must to contribute authentically. Actively present up on totally different subreddits and construct your repute first:

  1. Reply questions in your experience space with out mentioning your product
  2. Present genuinely useful data
  3. Point out your product solely when straight related and naturally useful

Past these threads, you’d wish to discover Reddit as a complete and see the place else you possibly can add worth. Many individuals simply consider essentially the most direct subreddit to contribute to (e.g., r/SaaS in case you’re a SaaS firm) and depart it as that.

However the recreation is within the bigger subreddits. To try this, it’s important to assume like a PR individual. What angle might be attention-grabbing to a much less apparent subreddit?

One in all my earliest successes was cross-posting a “health”-related put up to r/DotA2.

Reddit post titled "Tensed shoulders? Try these few stretches (very work-friendly!)" with 494 upvotes, highlighted flair, crossposted from r/fitnessReddit post titled "Tensed shoulders? Try these few stretches (very work-friendly!)" with 494 upvotes, highlighted flair, crossposted from r/fitness

Somebody selling a put up on stretching wouldn’t straight consider a gaming subreddit. However in case you see the connection—avid gamers sit for lengthy durations of time; they expertise shoulder and again ache; they need assistance—then you possibly can consider a number of angles to advertise your model in numerous subreddits.

It is a lengthy recreation. Significant Reddit presence takes months to construct. However the payoff will probably be price it.

4. Construction content material for LLM extraction, not simply human studying

ChatGPT doesn’t learn your content material like a human shopping an internet site. It extracts related passages to assemble solutions.

When somebody asks “What’s the most effective proposal software program for small groups?” ChatGPT searches the online, retrieves passages from a number of sources, and synthesizes a solution. In case your content material isn’t structured for extraction, you get skipped.

Current analysis quantifies precisely how ChatGPT reads. Kevin Indig analyzed 1.2 million ChatGPT citations and located what he calls the “ski ramp” sample: 44.2% of all citations come from the primary 30% of content material. The center part (30-70%) accounts for 31.1%, and the ultimate third simply 24.7%.

Bar chart showing citation distribution: 16.7% at 0-10%, 16.3% at 10-20%, declining to 6.9% at 90-100%, with 10.1% spike at 80-90%.Bar chart showing citation distribution: 16.7% at 0-10%, 16.3% at 10-20%, declining to 6.9% at 90-100%, with 10.1% spike at 80-90%.

The implication is stark: in case your key perception is buried in paragraph 12 of a 20-paragraph put up, ChatGPT is 2.5x much less more likely to cite it than if it appeared within the intro.

This doesn’t imply you should cram every little thing into your first sentence. Inside paragraphs, 53% of citations come from the center sentence. ChatGPT seems to be for the sentence with the best “data achieve,” not essentially the primary one. However that sentence must be in a paragraph close to the highest of your web page.

Bar chart showing ChatGPT citation distribution: 53% in middle of paragraphs, 24.5% in first sentence, 22.5% in last sentence.Bar chart showing ChatGPT citation distribution: 53% in middle of paragraphs, 24.5% in first sentence, 22.5% in last sentence.

How do you optimize your content material for LLMs?

  • Use BLUF (Backside Line Up Entrance) format: Don’t bury the reply after three paragraphs of context. Lead with the reply, then clarify. For instance, “The most effective proposal software program for B2B gross sales groups in 2026 are PandaDoc, Proposify, ProposalPilot, and Qwilr. PandaDoc affords essentially the most integrations. Proposify has the strongest template library. ProposalPilot gives the most effective engagement analytics. Qwilr excels at interactive, web-based proposals.”
  • Use definitive language: Cited textual content is sort of twice as possible (36.2% vs 20.2%) to include definitive phrases like “is outlined as,” “refers to,” or clear “X is Y” statements. Obscure framing will get skipped.
  • Write atomic paragraphs: Every paragraph ought to stand alone as a whole reply if extracted out of context.
  • Use question-based headings: Content material with query marks in headings will get cited at double the speed (18% vs 8.9%). ChatGPT treats your H2 because the consumer’s question and the next paragraph as the reply.
  • Add FAQ sections: The Q&A format is good for LLM extraction as a result of every reply is atomic.
  • Title names, even rivals: This may be essentially the most counterintuitive discovering: closely cited textual content has an “entity density” of 20.6%—roughly 3-4x greater than regular English writing (5-8%). Entities are correct nouns: manufacturers, instruments, folks, particular merchandise.
  • Stability reality and evaluation: Cited content material hits a subjectivity rating of round 0.47 on a 0-1 scale—not dry Wikipedia textual content, not pure opinion. It’s the “analyst voice” that explains how info apply.

In our examine of 17 million citations throughout 7 AI search platforms, we discovered that AI assistants choose content material that’s 25.7% brisker. ChatGPT reveals the strongest desire for brand spanking new content material, preferring to quote URLs which can be 393 days newer than natural Google ends in their in-text references, and a whopping 458 days newer of their citations.

Bar chart showing AI search tools cite pages 16-458 days older than organic SERP results, with ChatGPT Citations showing the largest difference.Bar chart showing AI search tools cite pages 16-458 days older than organic SERP results, with ChatGPT Citations showing the largest difference.

In actual fact, we’ve discovered particular examples of pages with zero conventional search visibility—no rankings, no natural visitors—that have been cited hundreds of occasions by ChatGPT just because they have been recent and related.

Ahrefs dashboard showing website analytics for strategiesforparents.com article with traffic graph, backlink profile, and search metricsAhrefs dashboard showing website analytics for strategiesforparents.com article with traffic graph, backlink profile, and search metrics
Ahrefs Site Explorer dashboard showing backlink profile and traffic metrics for a Lifehack article, with DR 85, UR 4.4, and minimal organic traffic.Ahrefs Site Explorer dashboard showing backlink profile and traffic metrics for a Lifehack article, with DR 85, UR 4.4, and minimal organic traffic.

However don’t take this to imply you possibly can recreation the system by simply altering your publish date. Really make substantive updates:

  • Exchange outdated statistics with present ones
  • Replace screenshots if UI has modified
  • Revise suggestions if the aggressive panorama has shifted
  • Add new sections addressing questions which have emerged

Faking freshness erodes belief. ChatGPT’s methods could detect when metadata modifications don’t correspond to content material modifications.

6. Don’t chase content material amount

The variety of pages in your web site has an especially low correlation with ChatGPT visibility.

Horizontal bar chart comparing correlation values for ChatGPT, AI Mode, and AI Overviews across three metrics: backlinks, site pages, and URL rating. AI Mode shows highest correlations.Horizontal bar chart comparing correlation values for ChatGPT, AI Mode, and AI Overviews across three metrics: backlinks, site pages, and URL rating. AI Mode shows highest correlations.

I do know it feels straightforward to publish lots, particularly now with content material creation prices virtually at zero. It virtually looks as if alternative.

However I anticipate issues to tighten. Each main AI platform is engaged on high quality indicators, and websites gaming AI search right now will possible face the identical destiny as content material farms did after Google’s Panda replace.

The “content material at scale” playbook that labored for conventional search engine optimisation doesn’t switch, and as AI platforms mature, it would switch even much less. What issues isn’t how a lot you publish. It’s whether or not your content material will get talked about by others and whether or not it’s structured for LLM extraction.

So, as an alternative of publishing extra, make what you could have higher. For instance, create unique analysis that ChatGPT can cite. ChatGPT loves citing particular, quantified claims. You probably have proprietary information, publish it.

In actual fact, that is what we’ve been publishing on the weblog for the previous 12 months, information research after information research:

List of 4 recent blog articles with titles, author names, and publication dates displayed in a chronological feed formatList of 4 recent blog articles with titles, author names, and publication dates displayed in a chronological feed format

Don’t neglect: nice content material additionally helps to construct model, which is essential for AI visibility.

7. Guarantee ChatGPT can truly entry your content material

If ChatGPT can’t crawl your web site, nothing else issues. Technical accessibility is the muse every little thing else builds on.

Test your robots.txt for AI crawler blocks

Go to yoursite.com/robots.txt and seek for these consumer brokers:

  • GPTBot (OpenAI’s coaching crawler)
  • OAI-SearchBot (OpenAI’s search indexer)

In case you see Disallow: / beneath any of those, your content material is blocked:

&amp;lt;/p&amp;gt;
&amp;lt;!-- /wp:paragraph --&amp;gt;

&amp;lt;!-- wp:paragraph --&amp;gt;
&amp;lt;p&amp;gt;Consumer-agent: GPTBot&amp;lt;/p&amp;gt;
&amp;lt;!-- /wp:paragraph --&amp;gt;

&amp;lt;!-- wp:paragraph --&amp;gt;
&amp;lt;p&amp;gt;Disallow: /&amp;lt;/p&amp;gt;
&amp;lt;!-- /wp:paragraph --&amp;gt;

&amp;lt;!-- wp:paragraph --&amp;gt;
&amp;lt;p&amp;gt;Consumer-agent: ChatGPT-Consumer&amp;lt;/p&amp;gt;
&amp;lt;!-- /wp:paragraph --&amp;gt;

&amp;lt;!-- wp:paragraph --&amp;gt;
&amp;lt;p&amp;gt;Disallow: /&amp;lt;/p&amp;gt;
&amp;lt;p&amp;gt;

Except you could have particular authorized or enterprise causes to decide out, take away these blocks.

Test your Cloudflare AI crawler settings

In case you use Cloudflare, test your DNS settings instantly. Cloudflare has a beta function known as “Instruct AI bot visitors with robots.txt” that’s enabled by default on many accounts.

When that is on, Cloudflare routinely updates your robots.txt to sign that your content material shouldn’t be used for AI coaching.

Screenshot of Cloudflare DNS settings showing "Block AI training bots" toggle with "OFF" circled in red, warning users to enable it.Screenshot of Cloudflare DNS settings showing "Block AI training bots" toggle with "OFF" circled in red, warning users to enable it.

The issue: if AI fashions can’t be taught out of your web site straight, they find out about your model from third-party sources as an alternative: assessment websites, boards, competitor comparisons, information protection. You lose management of your individual narrative within the coaching information.

Last ideas

ChatGPT visibility isn’t random, and it isn’t decided by conventional search engine optimisation authority alone.

The manufacturers showing in AI responses are these being talked about on YouTube, throughout assessment websites, in Reddit discussions, in trade protection. They’ve recent content material that makes particular, citable claims. They’ve constructed a presence on the platforms ChatGPT truly cites.

All of those gained’t assist your area “rank” in ChatGPT. However it would assist your model get talked about on websites that ChatGPT prefers to quote. That means, you possibly can enhance your ChatGPT visibility to your model and its merchandise.

The query isn’t whether or not you possibly can afford to do that work. It’s whether or not you possibly can afford to not, whereas your rivals construct the visibility you’re lacking.



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