LLM Scout
AI-powered LLM discovery and comparison tool
LLM Scout launched on June 24, 2026 with 5 votes, #2,466 of 22,647 launches that month and more than 75% of that year's launches.
What it does
Monitor brand mentions in AI-generated answers across ChatGPT, Perplexity, and more. See citations, sentiment, and competitive share.
See how AI search models perceive your brand and get clear guidance on the content, citations, and competitors driving your visibility. See which brands AI mentions, who gets cited, and where your visibility breaks down. What are the best CRM software options for small businesses? LLM Scout shows how your brand’s AI visibility changes over time, by model, market, and prompt intent. Compare share across ChatGPT, Claude, Gemini, and Perplexity. From analytics, brand mentions and citations to competitor benchmarking, content recommendations and reporting — all in one platform. See where your brand appears in AI responses across ChatGPT, Claude, Gemini, Perplexity, and AI Overviews. See exactly…from llmscout.co
Does a similar job
all alternatives →
LLM SEO Monitor2025 · llmseomonitor.com · ▲526Monitor what ChatGPT, Google Gemini and Claude recommend
LLM SEO Report2025 · llmseoreport.com · ▲302Check your brand's visibility on ChatGPT and Google Gemini
Humans vs LLMs2025 · aipageready.com · ▲138Hi HN, We just launched [AI Page Ready](https://aipageready.com) — a tool to check if your web pages are discoverable and understandable by AI tools like ChatGPT, Claude, Gemini, and Perplexity. It runs 40+ checks across six areas: Discoverability & Crawlability, Structured Data & Semantics, Content Quality, Answer-Ready Formatting, Accessibility & Rendering, and Deep AI LLM-specific checks. Would love your feedback — especially if you work in eCommerce, SEO, content, SaaS, or are trying to get traffic from AI tools. (Also open to ideas on what else to add to the tool!)


LLM Visibility Free toolNov 2025 · visible-landing-page.vercel.app · ▲11Track your brand's/business visibility in AI responses
More ai this month
the category →



Paintings by AI models: programs run through a simulation of oil paint.
AI · 20d ago · stillwet.art

PixVerse R2▲381A real-time world model you can explore and change
AI · 28d ago · world.pixverse.video
Source: Product Hunt launch ↗
Launched alongside, June 2026
the whole month →
Fundraisly▲1,537AI fundraising agent that finds investors and books meetings
AI · Jun 2026 · fundraisly.com
Homebrew 6.0.0▲1,481Today, I’m proud to announce Homebrew 6.0.0. The most significant changes since 5.1.0 are a new tap trust security mechanism, the new faster, smaller, default internal Homebrew JSON API, sandboxing on Linux, better defaults informed by our user survey, many brew bundle improvements, improved performance and initial support for macOS 27 (Golden Gate). Happy to discuss any questions here!
Dev tools · Jun 2026 · brew.sh

Hi HN! I was super frustrated at apps like tiktok and wechat preventing me from saving or downloading the animated gifs, so I made a little tool to turn a screen recording into a slack-sized emoji. Hope you get some value from this!
Life & fun · Jun 2026 · vorpus.github.io



Search 18 years of Hacker News and chart how any topic, tool, or person trended. Overlay terms to compare their rise and fall across 45M posts and comments.
Life & fun · Jun 2026 · hackernewstrends.com