
Beacon
Audit your content for Google SEO and AI engine citations
Beacon launched on May 25, 2026 with 2 votes, #6,288 of 20,538 launches that month.
What it does
Most SEO tools were built before AI engines existed. They tell you if your title tag is present — not whether ChatGPT would cite you. Beacon scores your content on both: traditional Google ranking signals and AEO (Answer Engine Optimization) — how likely Perplexity, ChatGPT, and Google AI Overviews are to cite you. Seven modes: full audit, content brief, schema generator, FAQ generator, AI-citation rewrite, competitor analysis, and App Store Optimization. 3 free analyses on signup.
Beacon scores both SEO and AEO in one analysis — 8 AEO dimensions, 6 SEO dimensions, plus live Google Lighthouse data. Find out exactly why ChatGPT isn't citing you. Free analysis, no credit card required.
When someone asks ChatGPT about your category — is your content the answer? Beacon tells you exactly why you're in or out — and what to fix to change it. Beacon is an AEO and SEO audit tool that scores any web page across 14 dimensions — 8 for AI answer engine citation potential and 6 for Google ranking potential. AEO (Answer Engine Optimization) is the practice of structuring content to be retrieved and cited by ChatGPT, Perplexity, and Google AI Overviews. Beacon identifies the specific gaps preventing citation and provides a prioritized action plan to fix them. AEO SEO refers to the dual practice of optimizing content for both traditional search engine ranking (SEO) and AI answer engine…from beaconsignal.xyz
Does a similar job
all alternatives →
Free AI SEO AuditorMay 2026 · freeaiseoaudit.com · ▲166Audit your site for the AI search era. 100% Open Source

SEO Fragments: Rank & Get AI CitationsJun 2026 · seofragments.com · ▲4AI SEO platform to rank on Google & get cited by AI

Fly Paper WebMay 2026 · flypaperweb.com · ▲1Free SEO and AI search audit: see if ChatGPT & Google cite
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 · 29d ago · world.pixverse.video

Source: Product Hunt launch ↗
Launched alongside, May 2026
the whole month →

Parallel agents, diff reviewer, and multi-model comparisons
Dev tools · May 2026 · kilo.ai



Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…
Life & fun · May 2026 · github.com

🌱 Private, quiet space for thinking. Simple app for .md files. - zakirullin/files.md
Dev tools · May 2026 · github.com