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Ask HN: Are you optimizing content for AI Search (GEO) vs. traditional

2•shahisoft•1h ago
With the rise of SearchGPT, Perplexity, and Gemini, the goal of content is shifting from "ranking on page 1" to "being cited in the answer block."

I’ve been working on a tool (https://aibg-intelliagent.com/) that uses a private RAG (Retrieval-Augmented Generation) system to pull from local site data/PDFs to ensure the AI output is factually grounded enough to be "citeable."

To those working in this space: Are you finding that structured data (JSON-LD) and RAG-based content are actually moving the needle for AI-driven traffic, or is traditional semantic HTML still king?

Show HN: Open-source CLI to generate UI tests from user flows

https://resources.kusho.ai/kusho-ai-ui-testing-tui
1•riyajoshi•21s ago•0 comments

AI Ready Vulnerability Management Program After NVD Changes and Claude Mythos

https://pulse.latio.tech/p/building-an-ai-ready-vulnerability
1•Harvesterify•58s ago•0 comments

The Secret to Success Is 'Monotasking'

https://www.theatlantic.com/health/2026/05/monotasking-inside-the-box-excerpt-david-epstein/687015/
1•breve•1m ago•0 comments

Achieving 3X speedups on Google TPUs with diffusion-style speculative decoding

https://developers.googleblog.com/supercharging-llm-inference-on-google-tpus-achieving-3x-speedup...
1•simonpure•1m ago•0 comments

How do you monitor real-time Databricks cost?

https://twitter.com/simonmestdagh_/status/2051657440752554093
1•simmestd•2m ago•0 comments

I don't like the "staff engineer archetypes"

https://www.seangoedecke.com/staff-engineer-archetypes/
1•emreb•3m ago•0 comments

Show HN: I got tired of refreshing HN, so I made it refresh itself

https://rnkflow.com/
1•JCSlim•3m ago•0 comments

How to Work and Compound with AI

https://eugeneyan.com/writing/working-with-ai/
2•daureg•5m ago•0 comments

Trump spent nearly $2B of taxpayer money to undo wind projects underway

https://fortune.com/2026/04/29/trump-spent-nearly-2-billion-of-taxpayer-money-to-undo-wind-projec...
2•breve•5m ago•0 comments

Show HN: Octopus Code Review is now free for OSI-licensed repos

https://octopus-review.ai/login?callbackUrl=%2Fopen-source
3•redoh•5m ago•1 comments

Voluntary Retirement of the PHP License

https://lwn.net/ml/all/8FE97D51-963A-49D6-8302-C808108FC4C9@benramsey.com/
2•speckx•6m ago•0 comments

Can We Survive Technology? – John von Neumann (1955)

https://www.privatdozent.co/p/can-we-survive-technology-john-von
3•jorgenveisdal•6m ago•0 comments

Human Operator

https://www.media.mit.edu/projects/human-operator/overview/
1•ceejayoz•6m ago•0 comments

Can your coding style predict whether your code is vulnerable?

https://www.helpnetsecurity.com/2026/05/05/research-code-stylometry-vulnerability-detection/
1•gsky•7m ago•0 comments

Light Phone is making its dumb phone more useful with third-party "tools"

https://www.wired.com/story/exclusive-light-phone-developer-kit/
1•notpachet•7m ago•0 comments

Will A.I. Make College Obsolete?

https://www.newyorker.com/news/fault-lines/will-ai-make-college-obsolete
2•pseudolus•7m ago•1 comments

Deltδx – Structured reasoning for complex claims

https://chatgpt.com/g/g-69f11b6a1bdc8191ab1100acf60f40cc-deltdx-free
2•DELTAX-Editions•8m ago•0 comments

The KLF: Return to Trancentral

https://www.discopogo.co/posts/the-klf-return-to-trancentral
1•ilamont•9m ago•0 comments

₹2 Lakh Personal Loan – Apply Online Easily – SMFG India Credit

https://www.smfgindiacredit.com/2-lakh-personal-loan.aspx
1•saumyaraut11•9m ago•0 comments

Show HN: Probus, AI vuln scanner (PRs merged in Vercel AI SDK, n8n, LangGraph)

1•etairl•9m ago•0 comments

Unity AI Open Beta

https://unity.com/features/ai
1•3371•10m ago•0 comments

Show HN: A self upgrading agent that learns from failure

https://github.com/grimm67123/grimmbot
1•grimm76321•12m ago•0 comments

Show HN: WatchLess – search inside a YouTube video and get timestamped answers

https://chromewebstore.google.com/detail/watchless-search-summariz/jnbbedhichmmnkonbjhglmjnobnpkoln
2•balkanBuilder•13m ago•0 comments

A Tiny Rock in the Outer Solar System Has an Atmosphere–But It Shouldn't

https://nautil.us/a-tiny-rock-in-the-outer-solar-system-has-an-atmosphere-but-it-shouldnt-1280444
2•Brajeshwar•15m ago•0 comments

Anyone else losing tokens to hallucinated MCP tool calls in production?

1•Mahjabinbm•17m ago•1 comments

The AI Hard Drive Shortage Is Making It Harder to Archive the Internet

https://www.404media.co/the-ai-hard-drive-shortage-is-making-it-more-expensive-and-harder-to-arch...
2•cdrnsf•17m ago•0 comments

Group and Cluster Keywords for $4

https://keyworduniverse.co.uk/tools/ai-keyword-grouping
2•bullmers•19m ago•0 comments

Show HN: Electrolite – Embeddable Electric-style sync for SQLite

https://github.com/russellromney/electrolite
1•russellthehippo•19m ago•1 comments

They Called It LISP For A Reason

https://gigamonkeys.com/book/they-called-it-lisp-for-a-reason-list-processing
4•optimalsolver•20m ago•1 comments

Connect Your App to Attention

https://docs.lovable.dev/integrations/attention
1•doener•20m ago•0 comments