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<div style="display: none; max-height: 0px; overflow: hidden;">“Absurdgasm” describes a consumer sentiment where people feel relief in intentionally irrational, over-the-top brand experiences </div>
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<h1><strong>TLDR Marketing <span id="date">2026-03-09</span></strong></h1>
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<strong>70+ Tried-and-Tested AI Prompts For Social Media Teams (Sponsor)</strong>
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"Hey ChatGPT, I need a post about this new product launch."<p></p><p>That's not going to work... unless you're a fan of the rocketship emoji 🚀🚀🚀</p><p>The right prompt makes all the difference. But you don't have to reinvent the wheel.</p><p>Sprout Social created the <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fsproutsocial.com%2Finsights%2Ftemplates%2Fsocial-media-ai-prompts%2F%3Futm_source=tldr%26utm_medium=cpc%26utm_campaign=tldr-nl-2026_consideration__2026_campaign%26utm_content=tldr-nl-2026_consideration-mar-9-ai-prompt-library%26utm_term=body/1/0100019cd2467c20-2e31456d-ec87-4a75-94e1-393b3378fd51-000000/_FVZKQdmlDqJK7lgEKlt4NomK-slS-OD5rLoRV7z2NU=447" rel="noopener noreferrer nofollow" target="_blank"><span>AI Prompt Library</span></a>: a collection of 70+ professional, copy-paste prompts built specifically for social media teams.</p>
<p>This is not your generic “write a caption” prompts. It's <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fsproutsocial.com%2Finsights%2Ftemplates%2Fsocial-media-ai-prompts%2F%3Futm_source=tldr%26utm_medium=cpc%26utm_campaign=tldr-nl-2026_consideration__2026_campaign%26utm_content=tldr-nl-2026_consideration-mar-9-ai-prompt-library%26utm_term=body/2/0100019cd2467c20-2e31456d-ec87-4a75-94e1-393b3378fd51-000000/Se79MFhJxeLwqQjObJ-2-UwbBnANTJiRQV7rppwm1C4=447" rel="noopener noreferrer nofollow" target="_blank"><span>step-by-step instructions that help LLMs deliver work</span></a>:</p>
<p>📋 Campaign planning and social strategy</p>
<p>🔍 Performance analysis and insights</p>
<p>💬 Response and crisis scenarios</p>
<p>✍️ Brand-aligned content</p>
<p><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fsproutsocial.com%2Finsights%2Ftemplates%2Fsocial-media-ai-prompts%2F%3Futm_source=tldr%26utm_medium=cpc%26utm_campaign=tldr-nl-2026_consideration__2026_campaign%26utm_content=tldr-nl-2026_consideration-mar-9-ai-prompt-library%26utm_term=cta/1/0100019cd2467c20-2e31456d-ec87-4a75-94e1-393b3378fd51-000000/URYmEbJc794Bj51Xgapd8ZRKoJweDNvYCzm61eKoUkc=447" rel="noopener noreferrer nofollow" target="_blank"><span>Access the prompt library (free)</span></a>
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<strong>OpenAI drops plan for direct checkout inside ChatGPT (5 minute read)</strong>
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OpenAI is abandoning plans to support direct checkout inside ChatGPT and will instead route purchases to third party retailer apps or websites. Internal data showed that while users frequently use ChatGPT to research and compare products, very few complete purchases within the chatbot. The shift is also driven by major technical and compliance challenges. Going forward, ChatGPT will focus on product discovery while leaving transactions to existing commerce platforms.
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<strong>How Google Picks Which Sentences to Cite in AI Mode—Reverse-Engineering 42,971 Citations (22 minute read)</strong>
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Google AI Mode often cites short sentences near the top of a page and favors structured content. Cited sentences average about 10 words, and none exceed 17 words. Most cited sentences appear about 34.9% down the page, and structured pages show a 91.3% sentence match rate compared to 39.3% for unstructured pages. Only 25.3% of cited URLs appear in the organic top 10 search results, and 74.7% come from outside those rankings. The median cited page is 2.2 years old, and over 52% of cited content is more than two years old.
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<h1><strong>Strategies & Tactics</strong></h1>
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<strong>Which brand elements make you unique (3 minute read)</strong>
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Logos, mascots, and fonts drive stronger brand recognition than color alone. Consumers are about twice as likely to correctly match characters and logos with the right brand than colors. Color performs poorly as a distinctive asset since 82% of color cues are shared across multiple brands. Visual symbols work better because the brain processes them quickly and forms clear associations.
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<strong>Win Report: How reassuring sports fans increased conversions by 29% (2 minute read)</strong>
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Clear explanations and trust signals increased conversions by 29% on Fan Tokens. Many sports fans discovered Fan Tokens through team social media but did not understand how the tokens worked or whether the platform was legitimate. Research showed that lack of knowledge caused 24% of non-converters to abandon the site. The updated homepage explained what Fan Tokens are and presented the platform as the official Fan Tokens hub trusted by 80+ sports brands. The changes helped new users understand the product and feel confident enough to convert.
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Meta gets you reach. TLDR gets you technical decision makers who are actively looking for new solutions. 7M+ subscribers across 13 newsletters with 42%+ open rates. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fadvertise.tldr.tech%2Fcomparison%2Fmeta-ads-vs-tldr%2F%3Futm_source=tldrmarketing%26utm_medium=newsletter%26utm_campaign=secondary03092026/2/0100019cd2467c20-2e31456d-ec87-4a75-94e1-393b3378fd51-000000/3m6ISParJLVV7f9sodbRZLXHw87RmOnnIYeBuPsuI_g=447" rel="noopener noreferrer nofollow" target="_blank"><span>See how TLDR compares.</span></a>
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<strong>ChatGPT 5.4 Has Hidden Fan-Out Queries. You Can Still Get Them Via The API (Python Script Included) (2 minute read)</strong>
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ChatGPT version 5.4 now hides fan-out queries in the conversation console. Tools that scraped these queries from conversation files or browser developer tools no longer work, but the fan-out queries still exist in the API for the GPT-5.4 model. A Python script can send a query through the OpenAI Responses API and extract the response data, citations, and fan-out queries. The script can also save the full response to JSON files for later analysis.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.leahtharin.com%2Fp%2Fi-said-ai-cant-simulate-your-customers%3Futm_source=tldrmarketing/1/0100019cd2467c20-2e31456d-ec87-4a75-94e1-393b3378fd51-000000/Fo29ougvGdAar91mbi0i_MmgNClIRCVWtXXL18JluyI=447">
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<strong>I said AI can't simulate your customers. Then I built a tool that does (3 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
AI cannot simulate real customer behavior or predict purchase decisions, but it can still review a website like a first-time visitor and detect confusing or weak messaging. The RoastMyWebsite tool generates 5 virtual personas and reviews a homepage to produce a grade, estimated bounce rate, and specific feedback based on the site's copy. The tool can find messaging gaps and contradictions, such as claims of simplicity next to pricing pages that contain 47 line items. AI works well for quick heuristic evaluation, but it cannot replace real customer research or predict whether people will buy.
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<div style="text-align: center;"><span style="font-size: 36px;">🎁</span></div></div>
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<div style="text-align: center;"><strong><h1>Miscellaneous</h1></strong></div>
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<strong>We Asked 7 B2B Reddit Strategists What “Good” Content Looks Like (11 minute read)</strong>
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Reddit has become the most cited domain across major AI platforms. Many brands fail by treating it as a distribution channel and pushing product messages that communities reject. Successful brands follow a “lurk, learn, leap” approach. They spend time in communities, share genuinely helpful insights, and let product mentions emerge naturally. The goal is no longer just meeting subreddit standards but being good enough to be the answer AI provides to someone making a purchase decision.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.brandingmag.com%2Ffelix-mathieu%2Fbranded-sentiments-absurdgasm-when-nonsense-branding-hits-right%2F%3Futm_source=tldrmarketing/1/0100019cd2467c20-2e31456d-ec87-4a75-94e1-393b3378fd51-000000/G-KHSZnQH8kVPhf24EIRkTl__P1LuL-Ckc2V7_ifyoU=447">
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<strong>ABSURDGASM—When Nonsense Branding Hits Right (4 minute read)</strong>
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“Absurdgasm” describes a consumer sentiment where people feel relief in intentionally irrational, over-the-top brand experiences. It is less about shock value and more about emotional alignment, with brands acknowledging the same cultural dissonance their audience feels instead of pretending everything makes sense. In crowded markets where functional benefits look the same, absurdity cuts through by giving people something to react to and bond over.
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<div style="text-align: center;"><span style="font-size: 36px;">⚡</span></div></div>
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<h1><strong>Quick Links</strong></h1>
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<strong>How to make your LinkedIn headline recruiter-friendly (1 minute read)</strong>
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Highlight your scope, environment, and product stage in your headline to match how recruiters search.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.linkedin.com%2Fposts%2Fandreasja_underrated-email-campaign-idea-trending-activity-7435685666056769536-2y5n%3Futm_source=tldrmarketing/1/0100019cd2467c20-2e31456d-ec87-4a75-94e1-393b3378fd51-000000/ORrMZkkdwvtdxrZgnErAgMDpbQ3-oN89gG27BekhAZ4=447">
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<strong>Email idea: “Trending Lately” products (1 minute read)</strong>
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Highlight 3-4 products that are trending right now to show what's gaining momentum, not just what has always been popular.
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<strong>Which Claude for your marketing task? (2 minute read)</strong>
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This post outlines which Claude app to use for chat, coding, or workflow tasks.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftechcrunch.com%2F2026%2F03%2F06%2Fx-is-testing-a-new-ad-format-that-connects-posts-with-products%2F%3Futm_source=tldrmarketing/1/0100019cd2467c20-2e31456d-ec87-4a75-94e1-393b3378fd51-000000/cAaZoQmH0z02Yg0YjHzrmK5ywkBYqpqiYLxanQJt-IQ=447">
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<strong>X is testing a new ad format that connects posts with products (2 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
X is testing a native ad format that surfaces product recommendations beneath relevant user posts.
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