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        <title><![CDATA[Stories by Vikas Jha on Medium]]></title>
        <description><![CDATA[Stories by Vikas Jha on Medium]]></description>
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            <title><![CDATA[How to Write a Viral LinkedIn Post With the Two-Loop Framework]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-snippet">Strong LinkedIn posts spread when emotion meets structure. Hold the reader&#x2019;s attention, give a clear call to action, and more people carry&#x2026;</p><p class="medium-feed-link"><a href="https://medium.com/@get2vikasjha/how-to-write-a-viral-linkedin-post-with-the-two-loop-framework-ee9fbc360b3b?source=rss-bd9dea2cef68------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@get2vikasjha/how-to-write-a-viral-linkedin-post-with-the-two-loop-framework-ee9fbc360b3b?source=rss-bd9dea2cef68------2</link>
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            <category><![CDATA[linkedin]]></category>
            <dc:creator><![CDATA[Vikas Jha]]></dc:creator>
            <pubDate>Fri, 15 May 2026 08:45:01 GMT</pubDate>
            <atom:updated>2026-05-15T08:45:01.346Z</atom:updated>
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            <title><![CDATA[Inside the Process: How ChatGPT Finds and Cites Content (Without Guesswork)]]></title>
            <link>https://medium.com/@get2vikasjha/inside-the-process-how-chatgpt-finds-and-cites-content-without-guesswork-ebe63ecf9857?source=rss-bd9dea2cef68------2</link>
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            <category><![CDATA[chatgpt]]></category>
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            <category><![CDATA[artificial-intelligence]]></category>
            <dc:creator><![CDATA[Vikas Jha]]></dc:creator>
            <pubDate>Mon, 21 Jul 2025 02:18:56 GMT</pubDate>
            <atom:updated>2025-07-21T02:21:10.963Z</atom:updated>
            <content:encoded><![CDATA[<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*N2WIuQgCuAzRm15bdd4w9w.png" /></figure><h3>Get a clear, step-by-step look at how ChatGPT finds and cites content — no AI mystery or jargon.</h3><h3>The Two Modes of ChatGPT: Memory vs. Browsing</h3><p>Okay, deep breath: <strong>ChatGPT doesn’t work just <em>one</em> way.</strong> It has two distinct modes — and the difference between them? Kinda like using a calculator vs. Googling how to do long division. Let’s break it down.</p><h3>Mode 1: Memory / Trained Model</h3><p>This is the <em>default</em> experience most people have when using ChatGPT — including <strong>GPT-4</strong> without the “Browse with Bing” option turned on.</p><p>In this mode, ChatGPT is <strong>not actively searching the internet</strong>. It’s using the <strong>large language model</strong> trained on data up to a certain cutoff (for GPT-4, that’s typically <strong>April 2023</strong> or whatever version OpenAI publishes). It’s like an <strong>AI-generated</strong> brain full of books, forums, websites, papers — but <em>frozen in time</em>.</p><p>So when you ask,</p><blockquote><em>“How ChatGPT finds and cites content?”</em></blockquote><p>You’re getting a <strong>generated response</strong> based on its training, not fresh information. You might see citations (APA-style, MLA-style, etc.) or URLs, but fair warning: <strong>they’re not always real.</strong> (The model <em>predicts</em> what a citation might look like, which is why students, teachers, and researchers need to double-check.)</p><h3>Mode 2: Browse with Bing (a.k.a. Live Internet Access)</h3><p>Here’s where it gets spicy. If you’re using <strong>ChatGPT with Browsing enabled</strong>, it’s actually searching the web in real time. Yep — this version can <strong>find URLs</strong>, <strong>pull current sources</strong>, and <strong>cite content</strong> that was published hours or even minutes ago.</p><p>When you prompt it with:</p><blockquote><em>“Please provide the source for this information”</em></blockquote><p>It might actually link to a <strong>real, recent, published article</strong> — something that was never in the training set at all.</p><p>This changes the game for:</p><ul><li><strong>AI-generated content</strong> that needs <strong>real-time citations</strong></li><li>Students who need accurate reference info</li><li>Content creators doing <strong>research</strong></li><li>Anyone writing about evolving topics like tech, law, or health</li></ul><figure><img alt="" src="https://cdn-images-1.medium.com/max/826/1*NmbUmsEQu_ocvbVA6hD2Hg.png" /></figure><h3>SEO Twist: Visibility in ChatGPT ≠ Google Ranking</h3><p>Just because <strong>your site is cited in a ChatGPT response</strong> doesn’t mean you’ll show up on page one of Google — and vice versa.</p><p>Why? Because <strong>ChatGPT isn’t a search engine</strong>, it’s a <strong>language model</strong>. When it uses browsing tools, it doesn’t follow Google’s SEO rules. Instead, it surfaces <strong>content that seems relevant and readable to the model</strong> — even if the page has zero backlinks.</p><p>So yes, your blog post from 2021 could get cited in ChatGPT before Google ever shows it to a human.</p><h3>Know Which Mode You’re In</h3><p>Whether you’re:</p><ul><li>Using ChatGPT for <strong>research</strong></li><li>Trying to <strong>write a cited paper</strong></li><li>Generating content for SEO</li><li>Or just want to find <em>real</em> information…</li></ul><p>You need to know:<br><strong>Is this ChatGPT browsing, or just guessing beautifully?</strong></p><p>👉 Because “AI-generated” doesn’t always mean <strong>source-cited.</strong></p><h3>(Bonus) How ChatGPT Handles Sources, Citations, and AI-Generated Content</h3><p>If you’re using ChatGPT to write, research, or cite — there’s a lot going on behind the scenes.</p><blockquote><strong><em>First things first</em></strong><em>: Not all content you see is pulled live from the web. Some answers are </em><strong><em>AI-generated</em></strong><em> based on past training data, especially in the standard </em><strong><em>large language model</em></strong><em> version of ChatGPT. When browsing is off, the response may not include a real </em><strong><em>source</em></strong><em> or </em><strong><em>URL</em></strong><em>, even if it looks like a proper </em><strong><em>APA citation</em></strong><em>.</em></blockquote><p>That’s why <strong>students</strong>, <strong>educators</strong>, and researchers need to double-check each <strong>ChatGPT response</strong> before using it in a <strong>paper</strong> or official document. Just because a <strong>citation</strong> appears doesn’t mean it’s accurate or <strong>cited</strong> properly. The model may generate a <strong>reference</strong> or <strong>author name</strong> that sounds legit — but didn’t actually exist in any published <strong>text</strong>.</p><blockquote><em>Want to write an academic paper? Be cautious. The </em><strong><em>style</em></strong><em>, </em><strong><em>date</em></strong><em>, and </em><strong><em>guidelines</em></strong><em> matter. And yes, ChatGPT can help — but use it with human review.</em></blockquote><p>When <strong>using ChatGPT</strong> for <strong>artificial intelligence AI</strong>–related projects, it’s helpful to understand the <strong>tools</strong>, the <strong>platform</strong>, and the <strong>version</strong> of the model you’re working with. The way it <strong>finds</strong>, stores, and presents <strong>information</strong> is different across modes.</p><p>Oh — and let’s not forget SEO. Even if <strong>AI-generated content</strong> appears in a <strong>ChatGPT response</strong>, that doesn’t mean it ranks in <strong>Google</strong>. This is especially true for <strong>new content</strong>, <strong>blog entries</strong>, or <strong>generated content</strong> that hasn’t been <strong>published</strong> or indexed</p><h3>How Information Is Stored in Training (and Why It’s Not What You Think)</h3><p><strong>Here’s the wild part nobody tells you about artificial intelligence models like ChatGPT: they don’t “index” the web. They don’t “crawl” like Google. And they definitely don’t remember your blog because it had good backlinks.</strong></p><p>Instead, everything a <strong>large language model</strong> <em>knows</em> comes down to <strong>patterns</strong> — not pages.</p><h3>It’s All Compression, Not Collection</h3><p>When you ask ChatGPT for something — say, an APA <strong>citation</strong> or a list of AI <strong>tools</strong> — you’re not tapping into a live server full of documents. You’re triggering predictions from <strong>compressed patterns</strong> that were baked into its training model months (or years) ago.</p><blockquote><em>Think about it: it doesn’t store full articles, entire texts, or even URLs. It stores the </em><strong><em>likelihood</em></strong><em> of what kind of sentence might follow a question like yours, based on billions of examples.</em></blockquote><p>So if 200 Reddit threads and 15 Substack posts all talk about “how students should format APA citations when using ChatGPT,” the model begins to form a <strong>memory</strong> — not of any single source, but of the <strong>repetition</strong> across credible formats.</p><p>And the formatting? Oh yes — whether it’s bolded lists, numbered entries, or consistent heading styles — that plays a bigger role than you think.</p><h3>Real Example: Repetition Beats Ranking</h3><p>If a <strong>tool</strong> is mentioned repeatedly in AI-focused communities (like “Perplexity AI” or “Quillbot”), ChatGPT is more likely to reference it — <strong>even if it never appeared on a high-ranking Google page</strong>. Why?</p><p>Because in a <strong>training dataset</strong>, <strong>consistency is king</strong>, not <strong>link juice</strong>.</p><p>This means:</p><ul><li>A <strong>tool</strong> cited in dozens of Reddit comments may show up before one mentioned in an academic <strong>paper</strong></li><li>The same <strong>author name</strong> repeating across different platforms builds a stronger <strong>model weight</strong></li><li>Formatting conventions (like “here’s a list of examples”) are <strong>pattern triggers</strong>, not just style preferences</li></ul><h3>SEO Insight: Formatting &gt; Domain Authority (Sometimes)</h3><p>This flips everything we thought we knew.</p><blockquote><em>Your content could be ignored by Google but still memorably embedded in ChatGPT… if the </em><strong><em>format</em></strong><em>, </em><strong><em>repetition</em></strong><em>, and </em><strong><em>style</em></strong><em> hit the right training patterns.</em></blockquote><p>So yes, your beautifully written, <strong>well-cited</strong> blog post might not show up in ChatGPT responses — but a <strong>bullet-point list</strong> with casual <strong>examples</strong>, <strong>APA citations</strong>, and clear <strong>reference formatting</strong> just might.</p><p>In other words: if you want to be remembered by a model, <strong>write like Reddit, cite like academia, and format like you’re training the next generation of AI</strong>.</p><h3>How Browsing Mode Extracts Content (and Why It Ignores Fancy Sites)</h3><p>Here’s the twist most people don’t realize about <strong>ChatGPT’s Browsing mode</strong> (or similar tools powered by <strong>artificial intelligence AI</strong>):</p><blockquote><em>It’s not looking for the prettiest site, the fastest load time, or even the best-written </em><strong><em>text</em></strong><em>.<br>It’s looking for </em><strong><em>structure</em></strong><em> — clean, predictable, machine-readable structure.</em></blockquote><p>When <strong>ChatGPT with Browse</strong> fetches <strong>content</strong>, it’s not reading the page like a human. It analyzes raw HTML, checks what’s parsable, and extracts what it can make sense of.</p><p>And guess what? <strong>Most modern websites actively get in their own way.</strong></p><h3>What the Model Loves to Extract</h3><ul><li><strong>H2s &amp; H3s</strong>: These are golden. Clearly labeled <strong>headings</strong> help the model understand hierarchy.</li><li><strong>Bullet-point lists</strong>: Especially when listing <strong>tools</strong>, <strong>examples</strong>, or <strong>steps</strong>.</li><li><strong>Simple tables</strong>: Well-structured HTML tables are ideal for data retrieval or comparison.</li><li><strong>APA-style citations</strong> or labeled <strong>reference</strong> sections: If your article says “Sources” or “Citations,” that’s a pattern trigger.</li><li><strong>Author names</strong>, <strong>dates</strong>, and consistent formatting: These build credibility cues.</li></ul><p>Even if your site isn’t ranking high on <strong>Google</strong>, if your article uses semantic HTML and avoids distractions, it could still show up in a <strong>ChatGPT response</strong> — or even get <strong>cited</strong> with a real <strong>URL</strong>.</p><h3>What It Often Avoids or Fails to Parse</h3><ul><li><strong>JavaScript-heavy modals</strong> (think cookie pop-ups, login gates)</li><li><strong>Accordion-style FAQ sections</strong></li><li><strong>Dynamic tabs or sliders</strong> that load content after page render</li><li><strong>Sites without clear headings or with all-text blobs</strong></li></ul><p>In short: if your blog is buried in animations, custom components, or scripts, the AI might never see your <strong>content</strong> — even if it’s brilliant.</p><h3>Real Example: Why ChatGPT Cites Flow Ninja — Not GeeksforGeeks or Elegant Themes</h3><figure><img alt="" src="https://cdn-images-1.medium.com/max/965/0*Qs3LXNKMfcDhF7-q.png" /></figure><figure><img alt="" src="https://cdn-images-1.medium.com/max/925/0*cjNRkTmQU2ufs7c-.png" /></figure><p>When you search <strong>“What are the best no-code website builders in 2025?”</strong> on <strong>Bing</strong>, here’s what you get:</p><ul><li>🔗 <a href="https://www.geeksforgeeks.org/blogs/best-no-code-website-builders/"><strong>GeeksforGeeks</strong></a></li><li>🔗 <a href="https://www.elegantthemes.com/blog/marketing/best-no-code-website-builder/"><strong>Elegant Themes</strong></a></li></ul><p>These are established, high-authority sites. Their content is long, detailed, <strong>published</strong> recently, and heavily optimized for <strong>SEO</strong> on platforms like <strong>Google</strong>.</p><p>But when you run the <em>same prompt</em> in <strong>ChatGPT’s Browsing mode</strong>, it pulls from:</p><ul><li>🔗 <a href="https://www.flow.ninja/blog/best-no-code-website-builders"><strong>Flow Ninja</strong></a></li></ul><p>Wait — <strong>what?</strong> Why would a smaller site like Flow Ninja be <strong>cited</strong> over giants like GeeksforGeeks?</p><p>Let’s unpack what’s really happening here.</p><p>Here’s a breakdown of how and <strong>why</strong> ChatGPT (in Browsing mode) pulled <a href="http://flow.ninja/">flow.ninja</a> and others like weblium, techradar, etc., while <strong>your Bing search surfaced GeeksforGeeks and ElegantThemes</strong>.</p><h3>Reason 1: Structural Readability Bias in ChatGPT’s Web Search</h3><ul><li>ChatGPT browsing mode <strong>favors structurally clean HTML</strong>: clear H2s, bullet lists, minimal JS interference.</li><li>The <a href="http://flow.ninja/">flow.ninja</a> blog is built on Webflow itself — which outputs very clean, semantically structured HTML that’s easy for a bot to parse.</li><li>In contrast, the <strong>GeeksforGeeks blog uses heavy JS and inconsistent heading structures</strong>, which weakens its extractability despite its domain authority.</li></ul><blockquote><strong><em>Conclusion</em></strong><em>: Even if GeeksforGeeks ranks higher on Bing, ChatGPT’s browser mode finds </em><a href="http://flow.ninja/"><em>flow.ninja</em></a><em> easier to extract structured content from.</em></blockquote><h3>Reason 2: Answerability Ranking ≠ Search Ranking</h3><ul><li>ChatGPT doesn’t mimic Bing or Google ranking.</li></ul><p>It ranks based on:</p><ul><li>Structural clarity (clean H2s, markdown-style formatting)</li><li>Extractable answers (bullet points over long paragraphs)</li><li>Recency (if articles are dated)</li><li>Link depth and internal consistency.</li></ul><p>So, even if a <strong>site ranks #8 on Google or #12 on Bing</strong>, it may be <strong>#1 for ChatGPT</strong> because it gives the cleanest, most parse-ready answer.</p><h3>Reason 3: Semantic vs. Brand-Weighted Sources</h3><ul><li>GeeksforGeeks is a general-purpose dev/tutorial site. While authoritative, it often lacks deep vertical context or original analysis in blog roundups.</li><li><a href="http://flow.ninja/"><strong>Flow.ninja</strong></a> is an agency <em>built around Webflow</em> — and writes with more domain-specific authority and examples.</li><li>ChatGPT often elevates these “high-context” niche sources over big generic content farms because they offer stronger semantic relevance.</li></ul><h3>Reason 4: Freshness &amp; Update Signals</h3><ul><li>The <a href="http://flow.ninja/">flow.ninja</a> article is updated frequently (meta tags and DOM indicate this).</li><li>ChatGPT’s browsing prioritizes <strong>recency signals</strong>, especially on fast-changing lists like “best tools in 2025.”</li></ul><h3>What This Means Strategically</h3><p>If you’re trying to:</p><ul><li><strong>Rank in ChatGPT browsing mode</strong> → focus on <strong>HTML clarity</strong>, <strong>H2/itemized structure</strong>, and <strong>tight relevance</strong> over just keyword stuffing or backlink chasing.</li><li><strong>Rank in Google/Bing</strong> → you’ll still need <strong>DA, backlink authority, and keyword optimization</strong>.</li></ul><p>Both paths need different structural and semantic thinking.</p><h3>What Gets Prioritized in Browse Mode (And What Doesn’t)</h3><p>Let’s bust a myth right now:</p><blockquote><strong><em>ChatGPT’s browsing mode uses Bing Search — but it doesn’t obey Bing’s rankings.</em></strong></blockquote><p>It uses <strong>Bing as a starting point</strong>, yes. But what happens <em>after</em> that is pure <strong>AI logic</strong>.</p><p>When <strong>ChatGPT with Browse</strong> pulls up search results, it doesn’t just pick result #1 and call it a day. Instead, it <strong>scans available sources</strong>, evaluates how readable they are, and prioritizes <strong>what it can cleanly understand and reuse</strong> in a structured way.</p><h3>What the Model Loves to Prioritize</h3><p>These sources show up <em>disproportionately often</em> in ChatGPT responses — even when they’re buried deep in Bing:</p><ul><li><strong>Reddit threads</strong><br>Why? Because they’re written in plain language, full of <strong>examples</strong>, and easy to parse.</li><li><strong>StackOverflow</strong> and niche <strong>forums</strong><br>Their clean Q&amp;A style, short lists, and code formatting are gold for a model trained to predict answer formats.</li><li><strong>Wikipedia glossaries &amp; definition pages</strong><br>Especially for students or users asking to “describe” a concept, or cite it in <strong>APA-style</strong> — these provide exact definitions and neutral tone.</li><li><strong>Medium &amp; Substack</strong><br>Many of these blogs follow consistent post <strong>structure</strong>: H2s, author names, dates, and even reference lists — which the model loves.</li></ul><blockquote><em>Even if these aren’t always ranked high in Bing, the AI recognizes their </em><strong><em>format</em></strong><em> and </em><strong><em>clarity</em></strong><em>, making them a go-to when generating content.</em></blockquote><h3>What Often Gets Ignored — Even If Ranked High</h3><p>Surprisingly, some high-authority <strong>platforms</strong> don’t make it into ChatGPT’s citations. Why?</p><p>Because they’re:</p><ul><li>Over-designed (loaded with <strong>JavaScript modals</strong> or popups)</li><li>Buried behind <strong>login gates</strong>, sliders, or newsletter walls</li><li>Written in dense paragraphs without helpful <strong>headings</strong>, <strong>lists</strong>, or <strong>examples</strong></li><li>Missing author/date details or <strong>citation-friendly</strong> structure</li></ul><p>Basically: if the model <strong>can’t parse it</strong>, it won’t use it — no matter how “optimized” it is for Bing.</p><h3>Real Insight: Discoverable ≠ Prioritized</h3><p>You can <strong>show up in Bing</strong> and still be ignored by ChatGPT if your <strong>structure isn’t usable</strong>.</p><p>And that means a smaller blog post on Substack with:</p><ul><li>A consistent <strong>style</strong></li><li>A clear <strong>date</strong>, <strong>author</strong>, and <strong>section headings</strong></li><li>A few well-formatted <strong>examples</strong></li><li>And an easy-to-cite <strong>reference</strong> block</li></ul><p>…can beat a giant corporate page with better domain authority.</p><p>That’s the twist:</p><blockquote><strong><em>The model remembers what it can understand — not just what it can find.</em></strong></blockquote><h3>Why This Matters for Writers, Students, and SEO Pros</h3><ul><li>If you’re writing for humans <strong>and</strong> machines, structure your content to be <strong>AI-parsable</strong>.</li><li>If you’re a <strong>student</strong>, double-check citations from sources like Reddit or Medium — they <em>may be prioritized</em> by AI, but aren’t always academically solid.</li><li>If you’re trying to <strong>get cited</strong>, don’t just chase <strong>rank</strong> — optimize your <strong>structure</strong>, <strong>style</strong>, and <strong>format</strong> to match what the <strong>language model</strong> prefers.</li></ul><h3>What Matters More Than Backlinks (Cold Email Case Study)</h3><p>We’re told backlinks are everything. But <strong>what if GPT doesn’t care about them the way we think it does</strong>?</p><p>Let’s break that myth wide open — using a real example.</p><h3>Prompt: “What are the best AI tools for writing cold emails?”</h3><p>Now let’s look at three platforms and how they <strong>respond differently</strong> to the exact same prompt:</p><h4>ChatGPT (Browsing Mode)</h4><p>It returns:</p><ul><li>ChatGPT + Custom Prompts</li><li><strong>Smartlead.ai</strong></li><li><strong>Lyne.ai</strong></li><li><strong>Warmer.ai</strong></li></ul><p>Not exactly the top dogs in <strong>Google rankings</strong>, right?</p><p>But here’s what they <em>do</em> have:</p><ul><li>Frequent <strong>mentions</strong> across <strong>Reddit threads</strong>, <strong>Substack essays</strong>, and <strong>Product Hunt</strong> launches</li><li>Structured formats: short paragraphs, bullet <strong>lists</strong>, consistent <strong>descriptions</strong></li><li>Clean, accessible <strong>text</strong> — easy for ChatGPT to <strong>parse</strong>, <strong>extract</strong>, and <strong>cite</strong></li></ul><p>These tools don’t dominate SEO. They dominate <strong>pattern memory</strong>.</p><h4>ChatGPT (Default / Non-Browsing Mode)</h4><p>Same prompt, new behavior. Now GPT pulls from its <strong>pretraining data</strong> — basically, <strong>user-generated content</strong> (UGC) from 2023 and earlier.</p><p>It returns:</p><ul><li>Lyne</li><li>Flowrite</li><li>Lavender</li><li>Smartlead</li></ul><p>Why?</p><p>Because these tools show up repeatedly in <strong>forum posts</strong>, <strong>Medium listicles</strong>, and structured write-ups on <strong>platforms</strong> like Reddit, Quora, and Hacker News.</p><blockquote><em>It’s not about backlink </em><strong><em>count</em></strong><em>, it’s about </em><strong><em>context</em></strong><em>, </em><strong><em>structure</em></strong><em>, and </em><strong><em>frequency</em></strong><em>.</em></blockquote><h4>Google Search (Same Prompt)</h4><p>Now here’s what Google gives you:</p><ul><li>Jasper</li><li>Copy.ai</li><li>Smartwriter.ai</li><li>Instantly.ai</li><li>GMass</li><li>Mailshake</li></ul><p>All solid tools — but what they mostly have in common is… <strong>backlinks</strong>. Lots of them.<br>Their <strong>domain authority</strong> (DA) is high, and their content is <strong>optimized</strong> to rank.</p><p>But here’s the twist: <strong>GPT models aren’t chasing DA — they’re chasing recognizability.</strong></p><h3>What This Shows Us</h3><figure><img alt="" src="https://cdn-images-1.medium.com/max/558/1*Zinl4spkLEQ9GxoyVXQreg.png" /></figure><p>So, yes — you can <strong>rank low in search</strong>, but if your product gets casually mentioned in multiple <strong>Reddit comments</strong>, a few <strong>Substack essays</strong>, or a shared <strong>Notion doc</strong>, GPT might <strong>remember it better</strong> than the one with 1,000 backlinks.</p><h3>Here’s the Memory Loop That Matters More Now:</h3><blockquote><em>SEO → Visibility → Mentions → Memory → </em><strong><em>Recall</em></strong></blockquote><ul><li>You write a blog post.</li><li>Someone finds it via <strong>search</strong>.</li><li>They <strong>cite</strong> it in a forum, or <strong>reference</strong> it in their newsletter.</li><li>Other bloggers include your tool in their <strong>listicle</strong>.</li><li>GPT sees it in multiple places, formatted in a <strong>repeatable structure</strong>.</li><li>The tool is now “echoed” across GPT’s brain.</li><li>Even <strong>students</strong> or researchers asking for examples might trigger that memory.</li></ul><p><strong>That’s how AI-generated recall works.</strong> It’s not about one entry — it’s about <em>how often and how consistently</em> something shows up.</p><h3>The Shift: Engineer for Recognition, Not Just Rank</h3><p>Still write for SEO — it’s the <strong>first domino</strong>.<br>But after that, start <strong>engineering echo</strong>:</p><ul><li>Create <strong>content</strong> others want to quote (short, structured, usable)</li><li>Be <strong>mentioned</strong> across <strong>different platforms</strong> (Reddit, Substack, Quora, newsletters)</li><li>Use <strong>APA-style citations</strong> and reference blocks when possible</li><li>Make your content <strong>available</strong> to humans and <strong>extractable</strong> by machines</li></ul><h3>Strategic Implications: From Traditional SEO to AI Content Optimization (ACO)</h3><p>If you’re still measuring success by <strong>backlinks</strong> and <strong>rankings alone</strong>, you’re only seeing half the game.</p><p>We’ve entered a new era — one where <strong>AI-generated content</strong> tools like <strong>ChatGPT</strong>, <strong>Claude</strong>, and <strong>Gemini</strong> don’t just read the web… they <strong>reconstruct it</strong> from patterns, <strong>structure</strong>, and mentions that echo across platforms.</p><p>This shift demands a new strategic mindset: <strong>ACO — AI Content Optimization.</strong></p><h3>What ACO Really Means (And Why It’s Not Just SEO 2.0)</h3><blockquote><em>Traditional SEO is about visibility.<br>ACO is about </em><strong><em>recall</em></strong><em> — being part of what the </em><strong><em>model remembers, prioritizes, and surfaces</em></strong><em>.</em></blockquote><p>The model doesn’t <em>index</em> or <em>rank</em> the way Google does. Instead, it compresses patterns from millions of inputs — so what gets cited in a <strong>ChatGPT response</strong> or surfaced via <strong>Browsing mode</strong> often depends less on <strong>DA</strong> and more on <strong>structure</strong>, <strong>frequency</strong>, and <strong>semantic clarity</strong>.</p><h3>The ACO Playbook for Content Teams</h3><p>Here’s how to adjust your workflow to match how <strong>large language models</strong> actually work:</p><h3>Where to Post (Think Ecosystem, Not Just SERPs)</h3><p>Models like ChatGPT pull from all over — not just your blog.</p><p>Post content where it gets repeated, reused, or referenced:</p><ul><li><strong>Reddit</strong>: Use Q&amp;A threads, share use cases, answer questions with examples.</li><li><strong>Substack</strong> &amp; <strong>Medium</strong>: These platforms are widely used as <strong>source text</strong> in LLM training and Browsing tools.</li><li><strong>Niche forums</strong> (Hacker News, StackExchange, indie product forums): Their structured formatting makes them gold for pattern training.</li><li><strong>Wikipedia-style glossaries</strong>: While editing real Wikipedia requires care, even creating glossary-like content on your blog increases your AI surface area.</li></ul><blockquote><em>This is where most content strategies fall short: They optimize for rank, not </em><strong><em>resonance</em></strong><em>.</em></blockquote><h3>How to Format (So GPT Can Actually Parse It)</h3><p>Structure is everything in AI world.</p><ul><li>Use <strong>H2s</strong> and <strong>H3s</strong> to mark sections cleanly.</li><li>Favor <strong>listicles</strong>, <strong>comparison tables</strong>, and structured Q&amp;A formats.</li><li>Include <strong>APA-style citations</strong>, publish dates, and <strong>author</strong> names.</li><li>Break up text into scannable <strong>chunks</strong>, not long blocks.</li><li>Label sections clearly: “Tools,” “Use Cases,” “FAQs,” “References.”</li></ul><p>Even if your content isn’t at the top of <strong>Google</strong>, if it’s <strong>available</strong>, well-structured, and clearly labeled, it becomes <strong>extractable</strong> — and <em>that’s</em> what makes it useful to AI models.</p><h3>What to Monitor (The Echo &gt; The Link)</h3><p>Backlinks still matter, sure. But in ACO, you want to track what’s <strong>repeated</strong>, <strong>reshared</strong>, and <strong>referenced</strong> — not just what’s linked.</p><p>Set alerts for:</p><ul><li>Your <strong>tool or product name</strong></li><li>Questions people <strong>ask</strong> about your topic</li><li>Where your content gets <strong>cited</strong> or reused</li><li>New mentions in <strong>Reddit</strong>, <strong>Twitter</strong>, and <strong>Substack</strong> threads</li></ul><p>Tools like <strong>SparkToro</strong>, <strong>Brand24</strong>, and even <strong>Google Alerts</strong> are crucial here.</p><blockquote><em>You’re not just watching for traffic — you’re watching for </em><strong><em>footprints</em></strong><em> in the training data of the next AI release.</em></blockquote><h3>Quick Hit: ACO vs SEO</h3><figure><img alt="" src="https://cdn-images-1.medium.com/max/818/1*YoBasO09NsQQvlv3SUHJ-Q.png" /></figure><h3>How Artificial Intelligence AI Is Rewriting the Rules of Content Discovery</h3><p>Most marketers think they’re optimizing content for human readers or Google crawlers. But in the age of <strong>artificial intelligence AI</strong>, the true audience is shifting — and fast.</p><blockquote><em>Content isn’t just being read anymore. It’s being </em><strong><em>predicted</em></strong><em>, </em><strong><em>compressed</em></strong><em>, and </em><strong><em>regenerated</em></strong><em> by large language models trained on billions of data points.</em></blockquote><p>Whether you’re using <strong>ChatGPT</strong>, <strong>Claude</strong>, or another <strong>AI-generated content</strong> platform, your content is now part of a much larger ecosystem — one where structure, frequency, and semantic clarity matter more than flashy design or domain authority.</p><h3>Here’s how artificial intelligence AI systems “see” your content:</h3><ul><li>They don’t index full pages. Instead, they compress <strong>patterns</strong> — repeating formats, phrasing, and frameworks.</li><li>A single <strong>backlink</strong> might do nothing, but <strong>multiple mentions</strong> in Reddit, Substack, or community Q&amp;As? That’s model gold.</li><li>They prioritize <strong>structure</strong> over polish — clean headers, bullet lists, and consistent formatting act as neural breadcrumbs.</li></ul><p>And here’s what this means for you:<br>If your blog, product, or research isn’t appearing in these AI-generated spaces, it may not be because of quality. It may be because the <strong>language model</strong> simply <strong>can’t recall it</strong>.</p><h3>To Optimize for Artificial Intelligence AI:</h3><ul><li><strong>Write for patterns</strong>: Use repeatable structures like “Tool → Use Case → Benefit.”</li><li><strong>Be present in ecosystem signals</strong>: Forums, Reddit, and Substack carry more AI weight than you’d think.</li><li><strong>Use citation-ready formatting</strong>: APA-style, consistent author/date labels, and clearly labeled reference sections.</li><li><strong>Avoid JS-heavy or visually bloated designs</strong>: If the AI can’t parse your page, it won’t remember it.</li></ul><h3>FAQ: AI Content, Citations, and Optimization</h3><p><strong>Q: How does ChatGPT handle chat-based queries differently from search engines?</strong></p><p>Unlike traditional search engines that return indexed results, <strong>ChatGPT processes chat</strong> in real time, generating responses based on trained language patterns. It doesn’t browse past messages unless memory is enabled, so each new <strong>chat</strong> prompt is often treated independently.</p><p><strong>Q: What are the guidelines for citing AI-generated content in academic work?</strong></p><p>Most academic institutions have evolving <strong>guidelines</strong> for <strong>citing AI-generated content</strong>. In APA format, you should cite the <strong>ChatGPT response</strong> as a personal communication or AI tool, depending on the <strong>paper’s</strong> context. Always check your institution’s policies before using it as a <strong>source</strong>.</p><p><strong>Q: Can ChatGPT provide the name of the original author for generated responses?</strong></p><p>No — while ChatGPT can <strong>provide</strong> information based on its training, it can’t reliably give you the <strong>name</strong> of the <strong>author</strong> unless that information is explicitly available in structured data or pulled in via Browsing mode. Always verify with the <strong>original source</strong>.</p><p><strong>Q: Does OpenAI store or publish the content created during a session?</strong></p><p><strong>OpenAI</strong> doesn’t <strong>publish</strong> your private chats or content unless you’ve opted into data sharing for improvement purposes. For privacy-sensitive use cases, disable memory and sharing options.</p><p><strong>Q: Why should we take note of how content is formatted for AI tools?</strong></p><p>It’s important to <strong>note</strong> that models like ChatGPT prioritize clean <strong>formatting</strong> — structured headings, bullet lists, and clearly labeled sections — over aesthetics. This makes content easier for the model to parse and remember.</p><p><strong>Q: Was February 2023 a major update milestone for ChatGPT?</strong></p><p>Yes — in <strong>February 2023</strong>, <strong>OpenAI</strong> rolled out key improvements in GPT-3.5’s performance and began expanding access to plugins and Browsing for some users. It marked a shift in how models handled <strong>real-time</strong> information retrieval.</p><p><strong>Q: What are some good ideas to improve content recall in AI models?</strong></p><p>Some smart <strong>ideas</strong> include repeating tool mentions across different formats, using clear section headings, and writing in predictable <strong>patterns</strong>. These help the <strong>model</strong> form stronger associative links, improving future <strong>recall</strong>.</p><p><strong>Q: How can I make my blog stand out in the AI content world?</strong></p><p>Focus on creating something <strong>new</strong> in format, not just topic. In the <strong>AI content world</strong>, what stands out isn’t always what ranks highest — it’s what’s most structured and repeated across ecosystems like Reddit, Substack, and Medium.</p><p><strong>Q: What’s the best way to describe how AI-generated citations differ from human-written ones?</strong></p><p>It’s useful to <strong>describe</strong> that <strong>AI-generated citations</strong> are often predictive rather than factual. That means they might appear correctly formatted but aren’t always real. Always verify if the source actually exists before using it in a document.</p><p><strong>Q: Are ChatGPT’s outputs based on one source or multiple entries?</strong></p><p>Each <strong>ChatGPT response</strong> is <strong>based</strong> on multiple <strong>entries</strong> from its training data, not one source. In some <strong>cases</strong>, it might synthesize information from thousands of documents to generate a coherent answer.</p><p><strong>Q: How often should content be updated to remain relevant in AI outputs?</strong></p><p>You should update your content <strong>often</strong>, especially if your niche changes quickly. In many <strong>cases</strong>, recent and clearly dated content has a better chance of getting cited or extracted in Browsing mode.</p><p>About the Author</p><p>Vikas Jha is the founder of <a href="https://j6venture.com/">J6 Venture</a>, a performance-led full scale SEO studio born from lived experience — as a founder, investor, agency operator, and merchant navy officer.</p><p>Before building J6, Vikas scaled a SaaS company to six figures using nothing but SEO and cold email. He also ran a boutique agency under the Limitless brand, helping brands turn content into conversions. Earlier in his career, he managed investments and growth strategies at StartGreen and ICOS Capital, two Dutch venture capital firms focused on sustainability and innovation.</p><p>His early years in the Merchant Navy taught him operational discipline. His VC stint sharpened his eye for patterns. His agency work kept him close to the customer. And his SaaS journey forced him to build systems that scale.</p><p>J6 is that system — shaped by every lesson along the way.</p><img src="https://medium.com/_/stat?event=post.clientViewed&referrerSource=full_rss&postId=ebe63ecf9857" width="1" height="1" alt="">]]></content:encoded>
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            <title><![CDATA[Fixing Cache Invalidation and Preventing Server Crashes in a Real-Time Booking System]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-snippet">Building a real-time booking system is all fun and games until your cache stops clearing properly, availability data goes stale, and your&#x2026;</p><p class="medium-feed-link"><a href="https://medium.com/@get2vikasjha/fixing-cache-invalidation-and-preventing-server-crashes-in-a-real-time-booking-system-22695f2dc245?source=rss-bd9dea2cef68------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@get2vikasjha/fixing-cache-invalidation-and-preventing-server-crashes-in-a-real-time-booking-system-22695f2dc245?source=rss-bd9dea2cef68------2</link>
            <guid isPermaLink="false">https://medium.com/p/22695f2dc245</guid>
            <category><![CDATA[real-time-communication]]></category>
            <category><![CDATA[web-development]]></category>
            <category><![CDATA[booking-software]]></category>
            <dc:creator><![CDATA[Vikas Jha]]></dc:creator>
            <pubDate>Tue, 18 Mar 2025 05:12:29 GMT</pubDate>
            <atom:updated>2025-03-18T05:12:29.135Z</atom:updated>
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            <title><![CDATA[Debugging Real-Time Bookings: Fixing Hidden Race Conditions, Cache Issues, and Double Bookings]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-snippet">This post is a continuation of our deep dive into building a reliable booking system, but this time, we&#x2019;re focusing on the implementation&#x2026;</p><p class="medium-feed-link"><a href="https://medium.com/@get2vikasjha/debugging-real-time-bookings-fixing-hidden-race-conditions-cache-issues-and-double-bookings-98328bc52192?source=rss-bd9dea2cef68------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@get2vikasjha/debugging-real-time-bookings-fixing-hidden-race-conditions-cache-issues-and-double-bookings-98328bc52192?source=rss-bd9dea2cef68------2</link>
            <guid isPermaLink="false">https://medium.com/p/98328bc52192</guid>
            <category><![CDATA[web-development]]></category>
            <category><![CDATA[booking-software]]></category>
            <dc:creator><![CDATA[Vikas Jha]]></dc:creator>
            <pubDate>Tue, 18 Mar 2025 04:24:03 GMT</pubDate>
            <atom:updated>2025-03-18T04:24:03.265Z</atom:updated>
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            <title><![CDATA[How to Prevent Double Bookings and Ensure Real-Time Availability in Any Scheduling System]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@get2vikasjha/how-to-prevent-double-bookings-and-ensure-real-time-availability-in-any-scheduling-system-1f311781497f?source=rss-bd9dea2cef68------2"><img src="https://cdn-images-1.medium.com/max/1541/1*xAKFufGefdwMM4Hrzhuozg.png" width="1541"></a></p><p class="medium-feed-snippet">Learn how to fix double booking issues and keep your scheduling system accurate in real-time. This step-by-step guide covers atomic&#x2026;</p><p class="medium-feed-link"><a href="https://medium.com/@get2vikasjha/how-to-prevent-double-bookings-and-ensure-real-time-availability-in-any-scheduling-system-1f311781497f?source=rss-bd9dea2cef68------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@get2vikasjha/how-to-prevent-double-bookings-and-ensure-real-time-availability-in-any-scheduling-system-1f311781497f?source=rss-bd9dea2cef68------2</link>
            <guid isPermaLink="false">https://medium.com/p/1f311781497f</guid>
            <category><![CDATA[javascript]]></category>
            <category><![CDATA[web-development]]></category>
            <dc:creator><![CDATA[Vikas Jha]]></dc:creator>
            <pubDate>Tue, 18 Mar 2025 03:25:17 GMT</pubDate>
            <atom:updated>2025-03-18T03:25:17.619Z</atom:updated>
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            <title><![CDATA[Webflow’s Multilingual SEO Limitations: A Step-by-Step Guide to Overcoming Them]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@get2vikasjha/webflows-multilingual-seo-limitations-a-step-by-step-guide-to-overcoming-them-901c8a983ae5?source=rss-bd9dea2cef68------2"><img src="https://cdn-images-1.medium.com/max/2400/1*6lz2_LZIX1XLM1M_7mZsbA.jpeg" width="2400"></a></p><p class="medium-feed-snippet">Learn how to implement multilingual support in Webflow, optimize for SEO, and overcome Webflow&#x2019;s limitations. A step-by-step guide to&#x2026;</p><p class="medium-feed-link"><a href="https://medium.com/@get2vikasjha/webflows-multilingual-seo-limitations-a-step-by-step-guide-to-overcoming-them-901c8a983ae5?source=rss-bd9dea2cef68------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@get2vikasjha/webflows-multilingual-seo-limitations-a-step-by-step-guide-to-overcoming-them-901c8a983ae5?source=rss-bd9dea2cef68------2</link>
            <guid isPermaLink="false">https://medium.com/p/901c8a983ae5</guid>
            <category><![CDATA[seo]]></category>
            <category><![CDATA[web-development]]></category>
            <category><![CDATA[webflow]]></category>
            <dc:creator><![CDATA[Vikas Jha]]></dc:creator>
            <pubDate>Mon, 17 Mar 2025 23:48:14 GMT</pubDate>
            <atom:updated>2025-03-17T23:48:14.900Z</atom:updated>
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            <title><![CDATA[You Won’t Believe What Elon Musk Confessed to Joe Rogan]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@get2vikasjha/you-wont-believe-what-elon-musk-confessed-to-joe-rogan-3febfd54a096?source=rss-bd9dea2cef68------2"><img src="https://cdn-images-1.medium.com/max/640/1*WL29JiOe_8fkwpOwNrDIhA.png" width="640"></a></p><p class="medium-feed-snippet">Introduction: Setting the Stage</p><p class="medium-feed-link"><a href="https://medium.com/@get2vikasjha/you-wont-believe-what-elon-musk-confessed-to-joe-rogan-3febfd54a096?source=rss-bd9dea2cef68------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@get2vikasjha/you-wont-believe-what-elon-musk-confessed-to-joe-rogan-3febfd54a096?source=rss-bd9dea2cef68------2</link>
            <guid isPermaLink="false">https://medium.com/p/3febfd54a096</guid>
            <category><![CDATA[elon-musk-motivation]]></category>
            <category><![CDATA[space-exploration]]></category>
            <category><![CDATA[entrepreneurship]]></category>
            <category><![CDATA[technology]]></category>
            <dc:creator><![CDATA[Vikas Jha]]></dc:creator>
            <pubDate>Thu, 29 Aug 2024 10:48:35 GMT</pubDate>
            <atom:updated>2024-08-29T10:48:35.869Z</atom:updated>
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            <title><![CDATA[How Peter Thiel’s Predictions on Joe Rogan’s Show Could Change Your Life]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@get2vikasjha/how-peter-thiels-predictions-on-joe-rogan-s-show-could-change-your-life-5c9a7ff63b35?source=rss-bd9dea2cef68------2"><img src="https://cdn-images-1.medium.com/max/686/0*_Pt_ytQYThIs1Ja3" width="686"></a></p><p class="medium-feed-snippet">In a riveting episode of Joe Rogan&#x2019;s podcast, Peter Thiel, co-founder of PayPal and renowned venture capitalist, shared insights that&#x2026;</p><p class="medium-feed-link"><a href="https://medium.com/@get2vikasjha/how-peter-thiels-predictions-on-joe-rogan-s-show-could-change-your-life-5c9a7ff63b35?source=rss-bd9dea2cef68------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@get2vikasjha/how-peter-thiels-predictions-on-joe-rogan-s-show-could-change-your-life-5c9a7ff63b35?source=rss-bd9dea2cef68------2</link>
            <guid isPermaLink="false">https://medium.com/p/5c9a7ff63b35</guid>
            <category><![CDATA[technology]]></category>
            <category><![CDATA[artificial-intelligence]]></category>
            <category><![CDATA[future]]></category>
            <category><![CDATA[startup]]></category>
            <category><![CDATA[silicon-valley]]></category>
            <dc:creator><![CDATA[Vikas Jha]]></dc:creator>
            <pubDate>Wed, 28 Aug 2024 08:09:40 GMT</pubDate>
            <atom:updated>2024-08-28T08:09:40.309Z</atom:updated>
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            <title><![CDATA[Embracing Change: from Overwhelm to Renewed Vision]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@get2vikasjha/embracing-change-from-overwhelm-to-renewed-vision-8b062cfb8ea2?source=rss-bd9dea2cef68------2"><img src="https://cdn-images-1.medium.com/max/1066/1*4BBss76su_pV5-oQEFQS8w.png" width="1066"></a></p><p class="medium-feed-snippet">Vikas, the founder of Alore, reflects on his transformative journey through leadership, revealing how aligning with his core values and&#x2026;</p><p class="medium-feed-link"><a href="https://medium.com/@get2vikasjha/embracing-change-from-overwhelm-to-renewed-vision-8b062cfb8ea2?source=rss-bd9dea2cef68------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@get2vikasjha/embracing-change-from-overwhelm-to-renewed-vision-8b062cfb8ea2?source=rss-bd9dea2cef68------2</link>
            <guid isPermaLink="false">https://medium.com/p/8b062cfb8ea2</guid>
            <category><![CDATA[entrepreneurship]]></category>
            <category><![CDATA[startup]]></category>
            <category><![CDATA[leadership]]></category>
            <category><![CDATA[leadership-skills]]></category>
            <dc:creator><![CDATA[Vikas Jha]]></dc:creator>
            <pubDate>Tue, 16 Jul 2024 07:48:04 GMT</pubDate>
            <atom:updated>2024-07-16T07:48:04.124Z</atom:updated>
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            <title><![CDATA[The Ultimate Guide to Cold Outreach: Avoid These 5 Mistakes]]></title>
            <link>https://medium.com/@get2vikasjha/the-ultimate-guide-to-cold-outreach-avoid-these-5-mistakes-122d1566e9c1?source=rss-bd9dea2cef68------2</link>
            <guid isPermaLink="false">https://medium.com/p/122d1566e9c1</guid>
            <category><![CDATA[salesforce-productivity]]></category>
            <category><![CDATA[emailing]]></category>
            <category><![CDATA[sales-pitch]]></category>
            <category><![CDATA[sales-development]]></category>
            <category><![CDATA[sales]]></category>
            <dc:creator><![CDATA[Vikas Jha]]></dc:creator>
            <pubDate>Mon, 29 Jan 2024 13:41:44 GMT</pubDate>
            <atom:updated>2024-01-29T13:41:44.696Z</atom:updated>
            <content:encoded><![CDATA[<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*tGWImXKlMaO7j0OIsvIWwg.png" /></figure><p>Did you know that 99% of people approach cold outreach the wrong way?</p><p>It’s a shocking statistic, but it’s true. Many of us, perhaps like you, start our outreach journey by making common mistakes — sending generic pitches, choosing the wrong timing, and focusing too much on our products or services.</p><p>I’ve been there too, learning through trial and error. But, by adopting a more personalized approach, providing value, and focusing on building relationships, I’ve learned the secrets to effective cold outreach. It’s an ongoing process of refinement and improvement.</p><h3>Up Your Game Instantly: Avoid These 5 Common Mistakes</h3><p>Let’s dive into the top 5 mistakes people make in cold outreach and how to avoid them:</p><h3>👉 Mistake 1: Bad Timing — Your Email Gets Buried</h3><p><strong>The Problem:</strong> Sending emails at peak meeting times means your message is likely to get lost in the shuffle.</p><p><strong>The Solution: </strong>Target early mornings or Friday evenings when inboxes are typically less cluttered.</p><p>This increases the chances of your email being noticed and read.</p><p><strong>Context: </strong>You send an email during peak business hours, like 9 AM on a Monday.</p><p><strong>Wrong Approach:</strong></p><p>Subject: Revolutionary Product for Your Company</p><p>Hi [Name], I’m reaching out to introduce our game-changing project management tool…”</p><p><strong>Correct Approach:</strong></p><p><em>Send the same email, but at a less busy time, like 7 AM on a Tuesday or Friday evening.</em></p><p>Subject: Enhance Your Team’s Efficiency with Our Tool</p><p>Hi [Name]</p><p>I wanted to share something that could significantly improve your team’s productivity…”</p><h3>👉 Mistake 2: Disrupting Their Workflow — A Distracting Sales Message</h3><p><strong>The Problem:</strong> If you interrupt someone’s workflow with your sales pitch, it’s likely to be seen as a nuisance.</p><p><strong>The Solution:</strong> Aim for times like commute hours or lunch breaks when recipients are more likely to be free and can focus on your message.</p><p><strong>Context: </strong>You send a detailed product pitch during typical work hours.</p><p><strong>Wrong Approach</strong></p><p>Subject: Transform Your Workflow Today!</p><p>Hi [Name],</p><p>I’m excited to tell you about our comprehensive suite of workflow optimization tools…”</p><p><strong>Correct Approach:</strong></p><p><em>Send a concise, engaging email during commute times or lunch breaks.</em></p><p>Subject: A Quick Read for Your Lunch Break: Boost Productivity Effortlessly</p><p>Hi [Name], Just a quick note on how we can help streamline your workflow without disrupting your busy schedule…</p><h3>👉 Mistake 3: Making It All About You</h3><p><strong>The Problem:</strong> Focusing solely on your product or service can be off-putting.</p><p><strong>The Solution:</strong> Shift the focus to the recipient’s needs and how you can help solve their problems.</p><p>This approach shows that you understand and care about their challenges.</p><p><em>Context: Your email focuses solely on your product’s features.</em></p><p><strong>Wrong Approach:</strong></p><p>Subject: Our Cutting-edge Software</p><p>Hi [Name],</p><p>Our software has the latest features in the industry, including A, B, and C…”</p><p><strong>Correct Approach</strong></p><p><strong><em>Focus on their needs and challenges first.</em></strong></p><p>Subject: Solving Your Project Management Challenges</p><p>Hi [Name],</p><p>I understand the challenges in managing complex projects.</p><p>Our tool is designed to help you with A, B, and C, making your work easier by…”</p><h3>👉 Mistake 4: The Premature Product Pitch</h3><p><strong>The Problem:</strong> Diving straight into a product pitch can be a turn-off.</p><p><strong>The Solution:</strong> Lead with valuable insights and information that demonstrate your expertise and the value you can offer, before introducing your product or service.</p><p><em>Context: You jump into a product pitch without establishing relevance.</em></p><p>Wrong Approach</p><p>Subject: Buy Our CRM Software Now!</p><p>Hi [Name],</p><p>Our CRM software is the best. It can do X, Y, and Z. I’d love to give you a demo.</p><p><strong>Correct Approach</strong></p><p><em>Start with industry insights or a value proposition.</em></p><p>Subject: Insights on Improving Customer Relationships</p><p>Hi [Name],</p><p>In today’s competitive market, effective customer relationship management is key.</p><p>Our CRM tool addresses common issues like X and Y, helping businesses like yours to…</p><h3>👉 Mistake 5: Impersonal Batch Messages</h3><p><strong>The Problem:</strong> Sending the same message to a large group feels impersonal and is often ineffective.</p><p><strong>The Solution:</strong> Personalize each message.</p><p>Taking the time to tailor your communication shows that you’ve done your homework and see the recipient as more than just a sales target.</p><p><em>Context: You send a generic, one-size-fits-all message.</em></p><p><strong>Wrong Approach</strong></p><p>Subject: Exclusive Offer for You Dear Valued Customer, We are offering a special discount on our services…</p><p><strong>Correct Approach</strong></p><p><em>Personalize each message based on recipient’s background or needs.</em></p><p>Subject: [Recipient’s Company] + [Your Company]: A Perfect Match?</p><p>Hi [Name],</p><p>I noticed that your company has recently expanded into X market.</p><p>Our services can specifically help with Y, aligning perfectly with your new venture…</p><h3>The Impact of Getting It Right</h3><p>By steering clear of these common pitfalls, you can dramatically improve the effectiveness of your cold outreach. It’s about cutting through the noise and truly connecting with your potential clients or partners. Personalized, well-timed, and value-focused communication is the key to standing out and driving results.</p><p>By examining these examples, it becomes clear how small changes in your approach can significantly improve the effectiveness of your cold outreach.</p><p>Remember, the goal is to establish a connection, not just to sell a product.</p><p>Tailor your approach, respect the recipient’s time and workflow, and focus on how you can add value to their business. Your efforts in personalization and timing will set you apart from the 99% who are still doing it wrong.</p><p>For more such insights and valuable strategies on cold outreach and sales techniques, don’t forget to visit Daily Sales by Alore at <a href="https://alore.io/blog">alore.io/blog</a>.</p><p>Here, you’ll find a wealth of resources and expert advice to enhance your sales skills and drive your business success.</p><p>Join us to stay ahead in the game of sales and networking! Now, don’t forget to share your own experiences and lessons in the comments below!</p><img src="https://medium.com/_/stat?event=post.clientViewed&referrerSource=full_rss&postId=122d1566e9c1" width="1" height="1" alt="">]]></content:encoded>
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