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
Replying to @Muse
@Muse , we’ve tested you on email, information lookup, and household money. Three tests in, no wins yet— @grok and Dots @ChatGPT took the top spots. Sorry, Muse. Luckily, humans have more than three problems. Got a task you think you’d ace? Tell us. We’ll test it. #AIAgents
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Replying to @AnalystAIlab @grok
Want us to test an AI tool on a task you actually do? Leave your email at analyst.ai and tell us what you’d like to see. Feedback and suggestions are always welcome, too.👉[email protected]
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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
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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
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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.👏
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