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Download Zip Downloading... More from this repository The /generate front door — in-house, pay-as-you-go creative generation (Higgsfield replacement). One command for image, video, and audio: routes each request to the right model recipe (skills/generate/models/*.json), defers to binding creative_router lanes (people → fal-people, style-family → fantastic-posters; Higgsfield fully retired 2026-08-06), quotes paid video before running, honors prompt-level budgets ("total budget $3"), runs comparison batches across models, logs every prompt beside its asset, and auto-refreshes the Asset Command Center (/assets-board). Use when the user says "generate", "make an image/video/voiceover", "create ads/assets/creative", names a model (recraft, kling, seedance, nano banana, gpt image), or asks for a multi-model comparison. Source: RoboNuggets 9C4TRbucmhQ, rebuilt on our fal-first stack.
The Edit Bay — in-house conversational video studio (VOX-style explainers, documentaries, shorts, LinkedIn video). Transcript-driven cutting, B-roll ladder, motion graphics as code, captions, music, publish-ready packages — all agent-operated, free-first. Use when Farrice says "edit this video/footage", "make an explainer/documentary/short", "cut this recording", "add B-roll/captions/music", "turn this essay/post into a video", or any video production ask. Front door for three modes: talking-head, VO-only, zero-camera (his recorded VO + assembled visuals — NO voice clone, NO TTS narration, his ruling 2026-08-06). Source: Brad Bonanno agentic edit pipeline (extractions/brad-bonanno-edit-bay/), rebuilt on the house stack: WhisperX local + edit_bay.py ffmpeg assembly + HyperFrames/Remotion graphics + /generate (fal) — NO Higgsfield (retired 2026-08-06).
brad-bonanno-explainer-video-architecture Architects technical explainer videos using Brad Bonanno's structural patterns — survives short attention spans, communicates complete systems (not just teasers), and functions as a channel-building artifact (one video pulls subscribers, not just views). Use when planning a long-form technical explainer (5-20 min) for YouTube, structuring an explanation of a complex system the user knows but can't teach yet, balancing depth vs accessibility for a technical audience, or building an evergreen video meant to compound subscriber growth over years rather than spike then die. Trigger proactively whenever the user says "explainer video", "technical explainer", "how do I explain X", "long-form YouTube", "evergreen video", or has a complex system that needs to land with a non-expert. For Instagram-format shareworthy content use brock-johnson-shareworthy-content; for short-form video patterns use a TikTok/Reels-specific skill.
Related occupations SOC
Based on SOC occupation classification
name Nathan Gotch AI SEO description AI SEO domination system - operate at the retrieval layer where AI engines cite sources, not just the visibility layer version 3.0 format completion-engine workflows 14
Nathan Gotch AI SEO
Complete AI SEO system for dominating ChatGPT and AI search results. 34 prompts; primary-sourced
operational layer added 2026-07-19 from Gotch's 2026-07-15 video (the repo's first primary Gotch
source — see references/source-ledger.md).
Nathan Gotch's genius: AI SEO operates at the retrieval layer , not the ranking layer. Most optimize for what users see—Gotch optimizes for what AI sees before it generates answers.
Core Insight : Decisions happen at the retrieval layer, not the visibility layer — and the AI decides by consensus across its sources , so the unit of work is a third-party mention.
Available Workflows
# Workflow Produces Use When 01 AI SEO Infrastructure & Audit AI SEO Readiness Audit & Infrastructure Blueprint Starting a new project or auditing an existing site for AI search engine compatibility 02 Strategic Retrieval & Narrative Mapping Retrieval-Layer Strategic Narrative Map Defining how a brand should be perceived and cited by AI models across the web 03 High-Velocity Content Production Engine AI-Optimized Content Domination System Executing a large-scale content strategy to flood the retrieval layer with high-quality, conversion-focused assets 04 Authority, Trust & Citation Domination Retrieval Authority & Citation Domination Plan Building off-page signals, trust, and mentions that force AI models to cite your brand as a top authority 05 Scaling, Automation & Omnichannel Blitz Omnichannel AI SEO Scaling & Automation Framework Scaling successful AI SEO tactics across multiple channels and automating workflows using AI coding and integration
Operational Layer (primary-sourced 2026-07-19 — the JerkyGent teardown methodology)
# Workflow Tier Produces Use When 06 Category Domination Sprint 1 One-day category strategy: split diagnosis + citation autopsy + opportunity map + strategy doc Starting a 90-180 day category push; the flagship operational workflow 07 AI Visibility Gap Audit 1 "Good SEO ≠ AI visibility" diagnosis with counted mention evidence Brand ranks traditionally but isn't recommended by AI; prospect audits 08 Citation Opportunity Mining 1 Earned/owned/distribution classification of every citation URL + action list After an audit; turning citation data into an outreach/build program 09 Competitor Alternatives Ladder 2 Alternatives → vs → vs-us page set per retrieval-cited competitor Capturing competitor queries with retrieval-credible comparison pages 10 Topic Gap Map 2 Green-boxed coverage + granular gap inventory as one visual map Coverage looks complete but granular intents (audience/attribute) are unbuilt 11 Benchmark-Annotate-Scan 2 Work-correlated tracking protocol Installing tracking discipline; killing wasted tracking spend 12 Category Linkbait Engine 2 25 grounded angles → top-5 → flagship asset via research→design chain Building informational topic support that earns links, PR, and shares 13 Owned Media Echo 3 Topic × channel echo plan, format-native, retrieval-evidenced Site topics tapped out; expanding to YouTube/FB/IG + influencer second front 14 AI-Search Shadow Receipts 3 Client-facing AI-visibility receipts deck on $0 tooling Proof-to-Market Shadow module; pre-sale audits for brand buyers
Stacking Guide
Pair With For 07 → 14 proof-to-market offer, fact-verifier Client receipts decks (verify before delivery — real brands, real counts) 08 → outreach jeremy-haynes-cold-offer, lulu-cheng Earned-media asks that land 09 + 12 luke-iha / copy-engine, dara-denney Comparison pages + linkbait assets written/designed at agency grade 12 Phase 4 fantastic-studio, creative_router pre-flight The design-agent handoff inside Farrice's own creative stack 13 kallaway-content-os, jenny-hoyos-shorts, platform constitutions Channel-native echo production 06 jensen-gotch-retrieval, ethan-smith-aeo Platform intelligence + AEO structural layer under the sprint
Quick Reference
Execution Prompts (structure-pure v2)
34 deterministic practitioner prompts — each carries an Output Contract, Output Skeleton, and Quality Gate. When a deliverable matches one, Read it and honor its contract instead of improvising the output shape.
AI SEO Measurement System — skills/nathan-gotch-ai-seo/references/prompts-v2/01-ai-seo-measurement.mdCitation Intelligence Extractor — skills/nathan-gotch-ai-seo/references/prompts-v2/02-citation-intelligence.mdBrand Narrative Controller — skills/nathan-gotch-ai-seo/references/prompts-v2/03-brand-narrative.mdKnowledge Base Architect — skills/nathan-gotch-ai-seo/references/prompts-v2/04-knowledge-base.mdAI-Assisted Content Engine — skills/nathan-gotch-ai-seo/references/prompts-v2/05-content-engine.mdRetrieval Source Domination — skills/nathan-gotch-ai-seo/references/prompts-v2/06-retrieval-domination.mdAI Coding Leverage — skills/nathan-gotch-ai-seo/references/prompts-v2/07-ai-coding.mdRetrieval-Layer Copywriting — skills/nathan-gotch-ai-seo/references/prompts-v2/08-retrieval-copy.mdMarket Narrative Control Protocol — skills/nathan-gotch-ai-seo/references/prompts-v2/09-market-narrative.mdVoice of Customer Citation Intelligence — skills/nathan-gotch-ai-seo/references/prompts-v2/10-voc-intelligence.mdContent Velocity Engine — skills/nathan-gotch-ai-seo/references/prompts-v2/11-content-velocity.mdConversion Narrative Architecture — skills/nathan-gotch-ai-seo/references/prompts-v2/12-conversion-narrative.mdViral Retrieval Mapping System — skills/nathan-gotch-ai-seo/references/prompts-v2/13-viral-retrieval.mdStrategic Signal Intelligence — skills/nathan-gotch-ai-seo/references/prompts-v2/14-signal-intelligence.mdCreative Direction System — skills/nathan-gotch-ai-seo/references/prompts-v2/15-creative-direction.mdForce Multiplier Integration System — skills/nathan-gotch-ai-seo/references/prompts-v2/16-force-multiplier.mdAI SEO Technical Audit Executor — skills/nathan-gotch-ai-seo/references/prompts-v2/17-technical-audit.mdCompetitor Seeding Content Generator —
skills/nathan-gotch-ai-seo/references/prompts-v2/18-competitor-seeding.md
Citation Mining & Outreach System — skills/nathan-gotch-ai-seo/references/prompts-v2/19-citation-mining.md
Topic Domination Content Architect — skills/nathan-gotch-ai-seo/references/prompts-v2/20-topic-domination.md
Dream 100 Identification & Influence System — skills/nathan-gotch-ai-seo/references/prompts-v2/21-dream-100.md
YouTube Influencer Campaign Builder — skills/nathan-gotch-ai-seo/references/prompts-v2/22-youtube-influencer.md
Entity Trust & Review Generation System — skills/nathan-gotch-ai-seo/references/prompts-v2/23-entity-trust.md
Retrieval-Optimized Sales Copy Engine — skills/nathan-gotch-ai-seo/references/prompts-v2/24-retrieval-sales-copy.md
Competitor Narrative Control System — skills/nathan-gotch-ai-seo/references/prompts-v2/25-competitor-narrative.md
Content Ecosystem Domination Architect — skills/nathan-gotch-ai-seo/references/prompts-v2/26-content-ecosystem.md
Buyer Decision Pathway Decoder — skills/nathan-gotch-ai-seo/references/prompts-v2/27-buyer-pathway.md
Omnichannel Authority Blitz Orchestrator — skills/nathan-gotch-ai-seo/references/prompts-v2/28-omnichannel-blitz.md
Category Domination Sprint — skills/nathan-gotch-ai-seo/references/prompts-v2/29-category-sprint.md
AI Visibility Gap Audit — skills/nathan-gotch-ai-seo/references/prompts-v2/30-visibility-gap-audit.md
Citation Opportunity Miner — skills/nathan-gotch-ai-seo/references/prompts-v2/31-citation-opportunity-miner.md
Alternatives Ladder Builder — skills/nathan-gotch-ai-seo/references/prompts-v2/32-alternatives-ladder.md
Category Linkbait Engine — skills/nathan-gotch-ai-seo/references/prompts-v2/33-linkbait-engine.md
Benchmark-Annotate-Scan Protocol — skills/nathan-gotch-ai-seo/references/prompts-v2/34-benchmark-annotate-scan.md