TopicsToTalkAbout

What it does

Generate topical maps, analyze entities, identify relationships, and close semantic gaps to build smarter, deeper content.

Research any topic before you write. Discover related topics, entities, concepts and semantic connections for articles, topical maps and content research.

Find related topics. | Discover entities. | See connections. | Build a topical map. Browse the complete topic structure, not only the most central items. Less prominent entities and concepts can reveal missing angles, specialized context and useful research gaps. Each item opens a new analysis centered on that subject. Deeper signals for content research, entity SEO and topical coverage. The plain-language headings explain what each technical view is useful for. See recurring relationship patterns around this topic before inspecting the individual extracted relationships. Use these terms to understand the vocabulary surrounding the topic, not as a checklist for keyword stuffing. Explore…from topicstotalkabout.com

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  Exploding Topics2019 · explodingtopics.com · ▲949

  Find proven topics before they take off.

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  Charted2014 · charted.co · ▲233

  Beautiful, automatic charts (from Medium)

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  Answer Socrates2020 · answersocrates.com · ▲224

  Discover content ideas using real Google data

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  mention.click2025 · mention.click · ▲161

  I built mention.click to help founders and marketers find real business leads, feedback, and opportunities by uncovering the right discussions on Reddit, without the hassle of keyword research. Backstory I was trying to prove ideas and products, I didn't like existing tools like ReplyGuy, Gummy search, while being cool, didn't work for me. I needed a specialized solution to find conversations where I could speak about my project, driven by AI (Not really) just filtering out extra noise. How it works You give a link to the website. mention.click uses AI to extract keywords and context. It…

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  ExplainToMe2016 · explaintome.herokuapp.com · ▲182

  Automatic web article summarizer

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  Theodore AI2024 · theodoreai.com · ▲160

  Understand confusing topics in 3 clicks

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  WallHop – 12ft.io is gone, so I built a replacement▲287

  wallhop is a free paywall bypass. Paste any article link to read it without paywall popups, ads or clutter. No signup, no extension. A simple 12ft.io alternative.

  Growth · 16d ago · wallhop.io

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  Prefer▲201

  The execution layer for AEO

  Growth · 28d ago · tryprefer.com

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  Brila▲1,364

  One-page websites from real Google Maps reviews

  AI · Apr 2026 · brila.ai

• AG
  A game where you build a GPU▲964

  Thought the resources for GPU arch were lacking, so here we are

  Life & fun · Apr 2026 · jaso1024.com

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  I built a tiny LLM to demystify how language models work▲915

  Built a ~9M param LLM from scratch to understand how they actually work. Vanilla transformer, 60K synthetic conversations, ~130 lines of PyTorch. Trains in 5 min on a free Colab T4. The fish thinks the meaning of life is food. Fork it and swap the personality for your own character.

  AI · Apr 2026 · github.com

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  Fathom 3.0▲800

  AI meeting notes: now bot-free, in ChatGPT & Claude + more

  AI · Apr 2026 · fathom.ai

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  Brutalist Concrete Laptop Stand (2024)▲786

  I made a laptop stand out of solid concrete, in the style of brutalist architecture, with themes of urbex and urban decay

  Life & fun · Apr 2026 · sam-burns.com

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  I built a frontpage for personal blogs▲783

  With social media and now AI, its important to keep the indie web alive. There are many people who write frequently. Blogosphere tries to highlight them by fetching the recent posts from personal blogs across many categories. There are two versions: Minimal (HN-inspired, fast, static): https://text.blogosphere.app/ Non-minimal: https://blogosphere.app/ If you don't find your blog (or your favorite ones), please add them. I will review and approve it.

  AI · Apr 2026 · text.blogosphere.app