Research library
Every platform was researched by one model, fact-checked independently by a second, and settled by a third that opened the official pages where they disagreed. Facts are marked verified, secondary or not found in each report.
Reviews by Opus 5.5
- Strategy memo: framing, 25 product ideas, traps, six-month test ladders, v1 scope 55 KB
- Screen architecture: UX rules, the minimal screen set, click counts 52 KB
- Test sizing, verdict rule, cross-platform allocation, lead ledger 45 KB
- ChatGPT ads and other AI-assistant ads, settled facts 46 KB
- Google formats beyond Search, settled facts 45 KB
- Meta, settled facts 55 KB
- Microsoft and LinkedIn, settled facts 46 KB
- Reddit, Nextdoor, X and Quora, settled facts 56 KB
- TikTok, Snapchat and Pinterest, settled facts 49 KB
- AppLovin and app networks, settled facts 43 KB
- Local Services Ads, Yelp, marketplaces and track-only design 48 KB
- India platforms and rules 27 KB
- Connected TV, audio and native 28 KB
- Competitors and positioning 36 KB
- theStacc's content engines checked against the code 36 KB
Platform research by Grok 4.7
- Ads in ChatGPT, Perplexity, Google AI Overviews and AI Mode, Copilot 98 KB
- Google: Performance Max, Demand Gen, YouTube, Shopping, AI Max, Local Services 116 KB
- Meta: Facebook, Instagram, Threads, WhatsApp 94 KB
- Microsoft Advertising and LinkedIn 128 KB
- Reddit, X, Quora, Nextdoor 115 KB
- TikTok, Snapchat, Pinterest 108 KB
- AppLovin, Apple Ads and app networks 95 KB
- Retail media and local-lead platforms 123 KB
- Connected TV, audio, native, programmatic 128 KB
- India-first platforms and India rules 140 KB
- Cross-platform testing and measurement 78 KB
- Multi-platform ad tools and AI ad agents 95 KB
- theStacc content engines inventory 41 KB
Independent fact checks
- Codex (GPT-5.6): ChatGPT ads, Perplexity, AI Overviews, Copilot, AppLovin, TikTok 40 KB
- Codex (GPT-5.6): Meta, Microsoft, LinkedIn 43 KB
- Codex (GPT-5.6): Reddit, Pinterest, Snapchat, Nextdoor, X, Quora, Yelp, Local Services 39 KB
- Antigravity (Gemini 3.8 Flash): Google ad products 35 KB
- First-hand read of OpenAI's Ads API docs 2 KB