The buyer’s lab for AI software. We test AI tools on real tasks and show the evidence. Vendors can’t buy the verdict.

Palo Alto, CA
Joined October 2026
We’re testing personal agents on real-life tasks—research, email, travel, personal finance and more—to find out which one you can actually count on. Dots (@ChatGPT), Grok (@grok), Muse (@Meta) and Instinct (@noahrshinn). One made serious errors in both travel and finance: an impossible train connection, then deposit insurance limits from “general knowledge”—no source, no date.👀 Which one was it? Drop your guess below 👇 We’ll reveal it in our next review. #AIAgents
4
4
17
306
Every AI copy tool we tested needed a human editor. Are they saving marketers time—or giving them more to fix? We tested @ChatGPT @Jasperaisignup @Get_Writer @copy_ai . Scored on 4 criteria: • Facts • Met the brief • Fit each channel • Revisions Every tool slipped somewhere. Full report next. #copywriting #MarketingStrategy #AI
1
3
17
125
Your brand may not need a dedicated GEO tool. We tested @ChatGPT and 5 GEO tools across 9 brands: @WriteSonic @peec_ai @ScrunchAI @profound The result surprised us: ChatGPT ranked #1. Scored on 3 tasks: • Prompt generation (30%) • GEO opportunity diagnosis (30%) • Action recommendations (40%) Full report in our next post.👏
2
2
18
178