Growth
Distribution, virality, and what makes things spread.
The Portfolio: Every Project Shipped in the Last Six Months, Graded Honestly
A running index of everything actually built here — four real businesses, three live tools, three internal-only builds, one confirmed dead, one uncertain status. No cherry-picking, updated as the status changes.
The 2026 Distribution Playbook: Seven Channels Nobody's Fully Exploiting Yet
Five structural shifts broke most standing distribution advice in 2026 at once — YouTube Shorts became search-indexed, Reddit became the top cited source across every major AI engine, and AI Overview citation decoupled from organic rank. This is the index for a seven-part series built around what changed, not what used to work.
The 2026 AI Citation Playbook: Entity Density, Freshness, and the Death of Rank-Based Citation
AI Overview citation has decoupled from organic rank in 2026 — only 38% of citations now come from top-10 pages, down from 76% a year earlier. Entity density, structured data, and freshness now predict citation probability better than backlinks. Sourced stats on all four, plus why cross-engine optimization requires separate strategies.
Channel Triage 2026: Where Distribution Time Actually Pays Off
Reddit, YouTube Shorts, LinkedIn, and Telegram have edged out Quora, Medium, and Facebook Groups as where real distribution leverage lives in 2026. A ranked comparison of nine channels by current leverage, effort, and risk — what to deprioritize, what to keep as a reputation habit instead of a channel, and why that distinction matters.
Pinterest's Undisclosed Throttle: What Actually Governs Distribution in 2026
Pinterest's published API rate limits govern request volume, not distribution. A separate, undisclosed account-level trust throttle decides whether your pins actually reach anyone in 2026 — here's how to read the signal since there's no published number to chase.
Reddit's Contributor Quality Score: The Real Rate Limit Nobody Publishes
Reddit's Contributor Quality Score, not its published API rate limits, governs whether your posts and comments actually reach anyone. Reddit is also the top cited source across every major AI engine per a 2026 analysis of 680 million citations — here's how to sequence an account so both work in your favor.
Shortformer: Generating Genuinely Different Video Candidates, Not One Script Reworded
A short-form video pipeline built to test angles, not just automate captions — the architecture, the hallucination bug that mattered most, and how it ended up feeding another property in this portfolio.
Telegram in 2026: The Distribution Channel With Almost No Enforcement Risk
Telegram carries close to zero platform-enforcement risk compared to every other distribution channel worth building in 2026. The actual constraint is content quality, discovery mechanics, and audience judgment — a channel that is not worth subscribing to fails from silence, not from a ban.
The Weekly Production System That Keeps a Multi-Channel Content Strategy Alive
Most multi-channel distribution plans fail from a missed batch-production day, not platform enforcement. A day-by-day weekly cadence covering batch recording, daily relationship-channel engagement, and a Friday AI-citation tracking pass that ties the whole system together.
YouTube Shorts Are Search-Indexed Now: The 2026 Optimization Playbook
Google now indexes YouTube Shorts, Instagram Reels, and TikTok directly into its search ranking system, and Shorts-specific search filters launched in 2026 made short-form genuinely rankable for the first time. Here's how to optimize for search retrieval instead of just the recommendation feed.
Master Content Site Optimizer: Audit and Rewrite Every Page for AI Citations in One Session
A five-phase prompt that reads your codebase, audits every page across eight dimensions, and executes ship-ready fixes for AI citation readiness, schema infrastructure, passage-level embedding, and consensus signal gaps — in a single session.
Verto: The Biggest Bet in the Portfolio, and Its Biggest Open Risk
verto.fun is the largest, most ambitious content-and-affiliate play we have running — 1,600 pages across seven verticals — and it comes with an honest, still-open problem worth naming.
Parasite SEO Platform Map 2026: 80+ Properties Ranked by Real Utility
Every platform worth publishing on in 2026 — ranked by domain authority, indexing speed, and actual use case. From DA 100 site builders to Web3-native publishers, this is the complete map for borrowing authority you haven't earned yet.
FeedCutter: Betting on a Narrower Niche Than "Digital Wellness"
Most attention-management content is generic screen-time advice. FeedCutter narrows to the actual mechanics of filtering a feed, tool by tool, platform by platform — starting with Reddit.
The Facebook Content Engine: A Reaction-to-Traffic Loop, Not a Content Calendar
A self-hosted, AI-driven Facebook posting engine built to turn comments into traffic — the architecture, the scheduling-race bugs that actually happened, and the marketing logic behind it.
Viral Story Engine: A Daily Pipeline That Writes, Publishes, and Schedules Serialized Fiction
One cron run generates first-person fiction, publishes it to moltogrosso.com, and schedules a multi-comment Facebook cascade — the architecture behind treating story content as a distribution system, not just writing.
Entity Injection: The 6–18 Month LLM Citation Capture Window
How to manufacture entity recognition in LLM retrieval systems using structured data injection, cross-platform seeding, and confidence score manipulation—while enforcement remains manual.
The AI Search Playbook: 6 Steps to Citation Capture in 2026
A practical 6-step system for getting cited by AI search engines, building citation-ready content, and turning AI traffic into revenue. Research, strategy, assets, distribution, monetization, and monitoring.
URL Shorteners Are Accidentally Permanent Storage
Encode content into URL fragments, shorten with TinyURL, and the service becomes your host. How it works, browser limits, and why platforms are responding