Feeding AI Outlier Swipe Files Beats Blank-Prompt Marketing Copy
aryanXmahajan · x · 2026-10-29
The author argues that prompting AI with "write me a landing page" yields generic slop: the model has IQ but zero taste and no context on what's working now. The fix is building a research layer before generating anything:
- Outlier swipe file: scrape the top 1% performers in your niche from the last 30 days (landing pages, tweets, ad creatives) so the AI has a concrete benchmark of "good";
- Decision rules: extract principles from teardowns and founder interviews into markdown, so the model inherits human judgment instead of just copying formatting;
- Business context: feed your actual offer, audience, and raw Slack messages/notes to keep output grounded in your reality.
An hour setting this up beats an afternoon editing generic drafts.
More from Apps
- OpusClip launches AI Producer, an editor that learns editing styles from viral videos — Scobleizer · 2026-10-29
- Indie Dev's AI-Assisted ASO Drive Lifted Core Keywords 200+ Spots — tinyfool · 2026-10-29
- OpenAI Dot proactively catches user's meeting date mix-up by monitoring email — kimmonismus · 2026-10-29
- ChatGPT + browser use called "a godsend" for medical paperwork — petergyang · 2026-10-29
- 歸藏: AI wallpaper tool works better on Windows via Steam Workshop — op7418 · 2026-10-29
- MacBook wiped, nothing lost: Claude had been auto-backing up sessions to iCloud — R4nsack · 2026-10-29