The AEO Prompt Library

What it does

Find out why AI engines aren't citing your brand—and get the prompts, audits, and optimization workflows to fix it. Prompts to improve your visibility in AI search The AEO Prompt Library gives marketers, founders, and SEO professionals field-tested prompts for improving brand visibility across ChatGPT, Perplexity, Gemini, and Copilot—from query research and content optimization to citation gaps, entity signals, and AI visibility monitoring.

A free library of copy-ready prompts for Answer Engine Optimization, plus the paid 25-Prompt Visibility Swipe File to test your brand against ChatGPT, Perplexity, Gemini and Copilot.

12 field-tested prompts for getting your brand quoted by ChatGPT, Perplexity, Gemini and Copilot. Grab the free library below, or unlock the full 25-prompt swipe file to copy, personalise and track your runs. Generate the real questions users ask an answer engine about your topic, clustered by intent. Restructure an existing page so the extractable answer appears in the first 60 words. Find why competitors get cited by AI answers for your target queries and you don't. Produce valid JSON-LD FAQ markup grounded only in the supplied page content. Map the entities an answer engine must associate with your brand to trust it as a source. Build the neutral comparison table AI assistants prefer to…from aeoprompthub.lovable.app

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  PromptScoutMay 2026 · ▲87

  Track your brand visibility across AI models

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  PromptScoutJul 2026 · promptscout.app · ▲63

  Increase your brand's AI visibility on autopilot

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  AEO TableJun 2026 · aeotable.com · ▲7

  Track your brand in AI answers: ChatGPT, Perplexity, more

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  Answer Engine Optimisation (AEO) Scanner9d ago · seogrowth.com.au · ▲4

  Get your brand found on AI search

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  AEOixMay 2026 · ▲7

  See, fix, and grow your brand's AI search presence

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  AEO Audit ProMay 2026 · aeoaudit-pro.com · ▲4

  Optimize your website for ChatGPT, Perplexity & AI Search

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  I trained a 125M model to autocomplete piano on-device▲598

  I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.

  AI · 17d ago · simedw.com

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  Astute▲585

  Automate your B2B brand going viral, with new media creators

  AI · 18d ago · company-app.joinastute.com

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  Grok Bot▲547

  AI teammates that you can give real work to

  AI · 25d ago · x.ai

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  Needle2: 14MB agentic LLM for phones, wearables, smart home and robots▲537

  Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…

  AI · 27d ago · cactuscompute.com

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  Clara AI SDR▲460

  Turn website visitors into qualified pipeline

  AI · 19d ago · clarasdr.ai

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  Kane CLI▲446

  Natural language browser & mobile app tests from terminal

  AI · 24d ago · testmuai.com

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  Open-Source eInk Bike Computer▲397

  OpenTrailPaper is open-source bike computer firmware for the LilyGO T5S3 4.7" E-Paper PRO. It supports offline maps, GPX routes, FIT recording and Bluetooth sensors.

  Dev tools · 2d ago · opentrailpaper.com

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  Running 104GB Qwen3.8-Flash-Next on 48GB Mac with at ~12 tok/s▲238

  Run Qwen3.8-Flash-Next (125B MoE, 104 GB at 4-bit) on Macs with a fraction of that RAM by streaming experts from SSD. MLX + Swift, Ollama-compatible API. - carloslfu/slotstream

  Dev tools · 5d ago · github.com

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  TERMy – A fast terminal assistant that does not use LLMs▲199

  NPC-Forge is a framework for building conversational agents that run on the CPU without relying on machine learning or LLMs. - NPC-Forge/docs/development.md at main · gioblu/NPC-Forge

  AI · 2d ago · github.com

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  Weedout – Safari extension that hides YouTube AI-labeled videos▲182

  Weedout is a Safari extension that filters out videos YouTube labels as “Made with AI”.

  AI · 5d ago · masteranza.github.io

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  HN Match Maker – Matching "Who Wants to Be Hired?" With "Who's Hiring?"▲123

  Find your next hire or your next role from Hacker News monthly threads. AI-powered matching between candidates and job postings.

  AI · 5d ago · hnmatchmaker.com

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  OwnTime – a chess clock for your day's priorities▲113

  I made OwnTime to balance between competing priorities in my life. The idea is based on two main influences: the concept of "roles" from "The 5 Choices" (2015), and my repeated failure to effectively implement time blocking due to the necessary flexibility in my role. The app allows you to define time budgets, which are not much more than a few mutually exclusive countdown timers. The UX is essentially that of a chess clock for an arbitrary number of players with configurable time. The whole point of the app is to kick you out of the running role/priority when its time is up. One…

  Life & fun · 5d ago · owntime.app