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
Hi, we're analyst.ai—the buyer's lab for AI software. AI tools make big promises. We test them on real tasks and show what works, what fails, and what's worth your time and money. See the results at analyst.ai. Vendors can't buy the verdict.
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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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New review: Every AI tool we tested on marketing copy slipped up somewhere... @ChatGPT stayed close to the facts, but sometimes left internal notes in public copy and ran short on thin briefs. @Jasperaisignup usually met the format, but added unsupported details and sometimes missed product limits. @copy_ai often missed length requirements and left internal fields in finished copy; none of its 6 revisions was ready to ship. @Get_Writer met all 12 first-draft format specs, but added unsupported claims on thin briefs and repeated copy across channels. For more hands-on AI software reviews, head to @AnalystAIlab . analyst.ai/reviews/ai-market…
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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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New review: Is ChatGPT enough for GEO? We tested @ChatGPTapp and 5 GEO tools (@Writesonic @peec_ai @otterlyai @scrunchai @tryprofound) across 9 brands, scoring 54 outputs on 3 weighted criteria, from finding buyer questions to suggesting website fixes.#GEO #AISEO Full report: analyst.ai/reviews/geo-tools…
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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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