Blender MCP for Architecture: A 20 cm Roof Test
We tested Blender MCP on a synthetic garden studio, seeded a 20 cm roof error on each axis, corrected it to the brief, and published a bounded receipt.
· 15 min readSocial Neuron Blog
Insights on AI content creation, social media automation, video generation, and designing closed-loop content systems teams can inspect, measure, and improve.
Latest Articles
How to Make a Real Estate Listing Video with AI (Step by Step)
From one listing photo to a posted walkthrough, without a videographer or an editor. The step-by-step for making a real estate video with AI.
· 5 min readAI Real Estate Reels: Turn Listings Into Short-Form Video
Short, vertical, captioned. How to turn a listing photo into a real estate reel for Instagram, TikTok and Shorts with AI.
· 5 min readBest AI Video Generation Model in 2026: A Practical Comparison
Veo 3, Kling, Seedance and Gemini Omni compared on quality, length, audio and cost — which AI video model to use, and why switching wins.
· 8 min readAI Real Estate Video Generator: Turn Listings Into Scroll-Stopping Video
Turn a listing photo into a property video, agent reel, or walkthrough, then publish to YouTube, TikTok and X — which AI video models actually work.
· 7 min readThe loop isn't the moat. The verifier is.
Why most agent loops quietly burn money, and the one line that separates a loop that ships from a loop that just spins: the verifier.
· 12 min readInference is not learning. The recursive content stack.
Why most AI content tools are structurally pre-loopy — and what the closed-loop content stack actually looks like.
· 9 min readAI Video Content Creation: Complete Guide for 2026
Everything you need to know about AI video generation in 2026 -- tools, models, workflows, and how to produce scroll-stopping content at scale.
· 7 min readHow to Automate Social Media Posting Across Multiple Platforms
Stop copy-pasting content between platforms. Learn how to publish to YouTube, TikTok, and Instagram from one place — with more platforms coming soon.
· 6 min readSocial Neuron vs Jasper AI: Which Is Better for Video?
A detailed comparison of Social Neuron and Jasper AI for video content creation -- features, pricing, AI models, and which tool fits your workflow.
· 6 min readTikTok Shop Content Strategy: Generate UGC at Scale
How to create authentic-looking UGC content for TikTok Shop using AI -- hooks, scripts, avatars, and scaling strategies that convert.
· 7 min readThe Closed-Loop Content System That Gets Smarter Every Post
How a feedback loop between analytics and ideation creates content that improves automatically -- the system behind Social Neuron.
· 6 min readHow to Build an AI Content Pipeline with MCP
How to architect an MCP content pipeline for ideation, generation, editing, distribution and analytics — and why DIY costs more than a platform.
· 8 min readWhat is Model Context Protocol (MCP)? A Content Creator's Guide
A plain-English explanation of Model Context Protocol: why 10,000+ MCP servers exist, how they connect AI to real tools, and what it means for you.
· 7 min readSocial Neuron vs Predis.ai: Evidence-Checked Comparison
Compare Predis.ai and Social Neuron by current workflow evidence, account receipts, honest tradeoffs, and what remains untested.
· 12 min readThe Content Growth Loop: How Every Post Makes the Next One Better
The four-stage content growth loop (Create, Distribute, Measure, Learn, Repeat) — why most tools break it, and how closed-loop platforms compound gains.
· 8 min readAI Agents for Social Media: The 2026 Landscape
A survey of the AI agent landscape: what agents are, why they matter for social media, and how Model Context Protocol enables agent-driven workflows.
· 8 min readHow to Automate Social Media with Claude Code and Social Neuron
Connect Claude Code to hosted MCP, prepare social drafts with review checkpoints, and keep publishing approval tied to the exact content and destination.
· 8 min readSocial Neuron vs GenViral: Evidence-Checked Comparison
Compare GenViral and Social Neuron by agent permissions, content workflows, account receipts, analytics lineage, and what remains untested.
· 13 min readSocial Media MCP Connectors for AI Agents: Evidence-Checked Guide
Compare social media MCP connectors by current first-party documentation, permission boundaries, durable artifact IDs, and destination receipts.
· 11 min readSocial Neuron vs Postiz: Evidence-Checked Comparison
Compare Postiz and Social Neuron by deployment, creation, scheduling, MCP, analytics, and receipt evidence rather than winner claims.
· 12 min readSocial Neuron vs Buffer: Evidence Register (2026)
A source-check register for Buffer and Social Neuron. It records evidence limits, not product or outcome claims.
· 4 min readSocial Neuron AI vs Hootsuite: Enterprise Analytics vs Closed-Loop Learning (2026)
Hootsuite is the legacy enterprise leader at $99+/seat with a new Yeti MCP agent. Read-only analytics is not the same as write-enabled learning.
· 9 min readSocial Neuron AI vs Post Bridge: Full Platform vs MCP Scheduler (2026)
Post Bridge is a brilliant MCP-first scheduler at $9/month for its supported platforms. But scheduling is just one piece of the content intelligence puzzle.
· 8 min readSocial Neuron AI vs Superscale.ai: Organic Content vs Paid Ad Automation (2026)
Superscale.ai automates paid ad creative testing and optimisation. Social Neuron grows organic reach. Are they competitors or complements? Spoiler: complements.
· 8 min read