
Paste any "make money with AI" idea and I'll check what's actually true — is it still working, is anyone really earning, where's the trap. No hype, no hot tips: I just help you not lose money and not miss the real ones, and every verdict comes with sources you can click.

Forces AI agents to verify every factual claim through live search before output — attaching [SPECULATION] and [UNVERIFIABLE] labels to anything unconfirmed, so fabricated URLs, outdated numbers, and invented citations become visible instead of silent.

Check AI-generated claims against your approved Fact Sheet and flag changed quantities, expanded scope, dropped attribution, and unsupported mappings — deterministic, local, and no AI guessing.

Turn a vague success claim into one sourced metric, then blur a client name lacking permission.

Why do some creators make $40K/month on OnlyFans while you can't keep an account alive? The difference is insider rules nobody shares. I'm a top-1% OF creator — banned, burned, and these lessons paid for. Now they're your 24/7 coach: ▸ Launch SOP: 72-hour rules + Day 0-30 roadmap ▸ Ban-proofing: 6 account-saving red lines ▸ Western market: all-English + audience filters ▸ Psychology: why 90% pay only after week 3 ▸ Funnel diagnosis + weekly content plans Tested: 100% vs 37.9% insider accuracy.

Get cited by ChatGPT, Perplexity & Google AI Overviews — an evidence-based GEO audit with copy-ready fixes, not folklore.

Paste a caption and get every hashtag checked for the silent corruption that kills tag-driven distribution. Check before posting, or compare what you intended against what the platform actually saved and see which tags died.

Built around the part everyone gets wrong: when a key leaks you rotate it first — it's compromised the second it hits a remote, and bots scan public pushes within seconds. Scans staged changes, the working tree, and git history for provider key shapes, private keys, committed .env/credential files, and hardcoded creds — tuned for signal over noise so placeholders and $ENV refs don't cry wolf — then walks rotate → purge-from-history → move-to-env → add-a-pre-commit-hook, in the right order.

Runs a five-axis consistency check on every turn — verifying character voice, world rules, timeline, dormant lore, and new contradictions — then proactively surfaces unused story elements, so your canon survives from chapter one to the final scene.