MITPO Journal · Page 2 of 5
Archived research on AI, search, and marketing systems.
Playbooks and operator analyses from earlier in the MITPO research archive.
GPT Image 2.5 Operator Guide: Flare vs. Sunburst, 32k Prompts, and Native Transparent AI Workflows
What OpenAI's GPT Image 2.5 changes for marketing creative: two models (Flare and Sunburst), transparent backgrounds, 32,000-character prompts, and reference editing, plus how to use them in MITPO.
Gemini Omni Flash 1.1 Is Live in MITPO: Turn a Prompt or Photo Into Video With Sound
Gemini Omni Flash 1.1 turns a prompt, photo, or clip into real video with synchronized sound - one model, not a pipeline. See what's new and how marketers use it in MITPO.
The Definitive Generative Engine Optimization (GEO) Playbook for 2026
What GEO is, what the research and the vendors' own documentation say helps, and how to track whether ChatGPT, Perplexity, Claude, and Google AI Overviews cite you.
The 2026 Guide to AI Competitor Intelligence: Spy vs. Scout vs. Deep Research
How growth teams read competitor positioning, ads, and messaging gaps with three tiers of AI competitor intelligence, and how to check the findings against free public sources.
Seedance 2.5 for Marketing: What a 30-Second One-Take Actually Changes
ByteDance shipped Seedance 2.5 with a native 30-second take and 50 reference inputs. Here's what that changes for ad creative, and how to use it in MITPO Creative Studio.
Best AI Marketing Platform for Startups in 2026: What to Look For
A founder-friendly buying guide for choosing an AI marketing platform that connects research, strategy, creative, automation, and reporting without adding more tool sprawl.
AI Creative Studio for Marketing Teams: A Practical 2026 Guide
How marketing teams should use an AI creative studio to move from campaign idea to brand-safe assets, with layered editing, variants, and review built into the process.
Competitor Analysis Software for Founders: How to Pick the Right Tool
A practical guide to choosing competitor analysis software that helps founders understand positioning, messaging, proof, and market gaps instead of collecting shallow screenshots.
Answer Engine Optimization Checklist for SaaS Teams
A SaaS-focused AEO checklist for earning citations in AI answers, improving entity clarity, strengthening internal links, and making content easier for answer engines to trust.
Answer Engine Optimization: How to Get Cited by ChatGPT, Gemini, and AI Overviews
Traditional SEO optimizes for ten blue links. Answer Engine Optimization (AEO) optimizes to be cited inside AI answers. Here is what Google's documentation, Pew, and published research support, and where the evidence stops.
AI Marketing Memory: How Context Graphs Stop AI Hallucinations and Brand Drift
Why prompt pasting fails across marketing campaigns, and how persistent vector memory + dynamic context graphs keep copy, creative, and video strictly on-brand.
Frontier Reasoning Models in Marketing: What Claude Opus 5, Gemini 3.7 Flash, and DeepSeek-V4-Pro Actually Change
Why high-throughput models handle copy scaling while frontier reasoning engines serve as autonomous CMO judges. How to build a modern two-speed growth stack in 2026.