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Tag: building

Building Fan Data Moats: Why 87% of Founders Are Collecting the Wrong Customer Intelligence

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Alessandro Marianantoni
Friday, 22 May 2026 / Published in Founder Resources, Startup Strategy
Featured cover for the M Accelerator article 'Building Fan Data Moats: Why 87% of Founders Are Collecting the Wrong Customer Intelligence' — building fan data moats.
Picture this: You have 10,000 users, detailed analytics dashboards, and monthly NPS surveys. Yet a competitor with 500 users and a Google Sheet is growing 3x faster. Building fan data moats means creating proprietary intelligence about your most passionate users—the 5-10% who drive 80% of your organic growth—that competitors can’t replicate or buy. The difference?
artificialintelligencebuildingcollectingcustomer success managementdata brokersElite Foundersmoatsmoats:wrong

The $50M Attribution Problem: Why Sports Sponsors Are Building AI Measurement Frameworks

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Alessandro Marianantoni
Thursday, 14 May 2026 / Published in Founder Resources, Startup Strategy
Featured cover for the M Accelerator article 'The $50M Attribution Problem: Why Sports Sponsors Are Building AI Measurement Frameworks' — sports sponsorship ai attribution.
Picture this: You just landed a $500K sports sponsorship deal. The brand wants weekly reports showing exactly how their investment drives revenue. You send them social media impressions and logo exposure metrics. Three months later, they don’t renew. Sports sponsorship AI attribution is the systematic use of machine learning to track, measure, and optimize the
$50mattributionbuildingframeworksmeasurementproblem:sponsorshipsports

Why Mid-Market Carriers Are Building Their Own Data Platforms (And Why Most Fail)

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Alessandro Marianantoni
Wednesday, 13 May 2026 / Published in Founder Resources, Startup Strategy
Featured cover for the M Accelerator article 'Why Mid-Market Carriers Are Building Their Own Data Platforms (And Why Most Fail)' — logistics data platform for mid-market carriers.
A logistics data platform for mid-market carriers is a centralized system that integrates operational data from multiple sources—TMS, GPS, fuel cards, and driver apps—into actionable intelligence for companies managing 50-500 trucks. Most mid-market carriers are drowning in spreadsheets while their enterprise competitors use real-time dashboards to steal their best contracts. Picture a dispatch manager at
(andbuildingcarriersdata brokersfail)logisticsmid-marketplatformplatformstheir

LLMs Are Breaking Financial Research Workflows (And Most Founders Are Building the Wrong Fix)

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Alessandro Marianantoni
Thursday, 07 May 2026 / Published in Founder Resources, Startup Strategy
LLMs Are Breaking Financial Research Workflows (And Most Founders Are Building the Wrong Fix)
LLMs for financial research workflows promise to automate analyst tasks, cut research time by 80%, and deliver insights at scale—but most implementations fail because founders build features instead of workflows. This is the harsh reality we’ve discovered working with over 500 founders in the B2B fintech space. Picture a B2B fintech founder at $1.2M ARR
(andbreakingbuildingElite Foundersfinancialfix)llmsresearchworkflowswrong
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    Why Italian Deep Tech Founders Fail at US Market Entry (And the 4-Phase Framework That Changes Everything)

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  • Featured cover for the M Accelerator article 'Why Data Infrastructure Venture Studios Eat Your Lunch (And How to Think About It)' — what venture studios focus on data infrastructure.

    Why Data Infrastructure Venture Studios Eat Your Lunch (And How to Think About It)

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