Veblen services ๐Ÿค, managing token use ๐Ÿค–, X ads reboot ๐Ÿ“ฐ

TLDRยทยท6 min read
StartupsAI/MLBusiness
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AI Summary

TLDR Founders covers the rise of Veblen services where high prices signal credibility, strategies for managing token costs as AI models improve, and new tools including X's rebuilt advertising platform and Meta's Ads CLI. The issue also touches on VC conviction dynamics, pre-seed valuation frameworks, and tactical conference sales strategies.

Key Facts

โœ“X has completely rebuilt its advertising platform with AI-powered ranking and real-time ad delivery, marking the most ambitious ad platform overhaul in its 20-year history.
โœ“Adding an 'Ask AI' button (linking to ChatGPT, Claude, or Perplexity with a balanced pre-filled prompt) to landing pages converts better because the explanation feels like a second opinion rather than marketing.
โœ“Businesses should right-size AI models, avoid unnecessary reasoning steps, and stay flexible with providers as token costs are expected to rise alongside model capability improvements.

Author Takes

BearishTLDR Founders

VC Conviction

Most VCs claiming to be conviction investors actually back pattern-matched founders (elite school, prior exit, hot market) rather than taking genuine risk on strange founders in unproven markets.

BearishTLDR Founders

Token Cost Management

Everyone should be actively managing token usage now because models will get more expensive as they improve, making cost discipline a competitive necessity.

Contrarian Angle

Veblen Services: Raising Prices to Signal Quality

In high-end professional services, lowering fees raises doubts about competence. Hiring the most expensive firm is treated as insurance, making discounting a liability rather than a competitive advantage.

Conventional pricing wisdom says lower prices attract more customers; Veblen services invert this โ€” higher prices attract more trust and close more deals at the top end.

Pre-seed Is Not Cheap Seed โ€” Different Risk Profile

Besvinick argues that pre-seed rounds at $5M-$15M post-money are not discounted seed rounds but a distinct category that rewards backing founders before consensus forms, not adverse selection.

Challenges the popular 'Great Bifurcation' thesis that low valuations signal weak deals, reframing early-stage low prices as opportunity rather than warning sign.

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