Sam CHERHABIL

Building — AI for logistics

Helping companies appear in ChatGPT & Perplexity
Check your AI visibility score ↓

[Sam CHERHABIL @HelloCHERHABIL]

@northflank @Railway @vercel @heroku @Netlify Check any company's AI visibility score: https://t.co/fH7SgKPDZC

[Sam CHERHABIL @HelloCHERHABIL]

CLOUD HOSTING AI VISIBILITY SCOREBOARD

This isn’t about server speed or flashy homepages: it’s about which platforms AI recommends—and which never get mentioned.

Here’s the data:

Northflank — 74
Railway — 71
Vercel — 58
Heroku — 37
Netlify — 28

[Sam CHERHABIL @HelloCHERHABIL]

@Northflank @Railway @Vercel @Heroku @Netlify

#AIVisibility #AISearch #SaaS #GrowthMarketing #AIDiscovery #CloudHosting #BrandVisibility #CompetitiveIntel

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[Sam CHERHABIL @HelloCHERHABIL]

@vercel @Railway @render Check any company's AI visibility score: https://t.co/fH7SgKPDZC

[Sam CHERHABIL @HelloCHERHABIL]

CLOUD HOSTING AI VISIBILITY SCOREBOARD

This month, AI engines told a different story from Google.

Vercel — 85
Railway — 76
Render — 51
https://t.co/rOckBJBqUu — 34

[Sam CHERHABIL @HelloCHERHABIL]

@vercel @Railway @render #AIVisibility #AISearch #SaaS #CloudHosting #PerplexityAI #ClaudeAI #AIDiscovery #MarketingStrategy #CompetitiveIntel

[Sam CHERHABIL @HelloCHERHABIL]

@Cloudflare @vercel @begindotcom @openfaas Check any company's AI visibility score: https://t.co/fH7SgKPDZC

[Sam CHERHABIL @HelloCHERHABIL]

SERVERLESS PLATFORM — AI VISIBILITY SCOREBOARD

Cloudflare Workers — 91
Vercel — 81
AWS Lambda — 68
https://t.co/F9Q7ANuRUX — 42
OpenFaaS — 32

[Sam CHERHABIL @HelloCHERHABIL]

@Cloudflare @vercel @BeginDotCom @openfaas

#AIVisibility #AISearch #Serverless #SaaS #GrowthMarketing #CompetitiveIntel #AIDiscovery #DevTools

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[Sam CHERHABIL @HelloCHERHABIL]

@AWS @Cloudflare @Railway @vercel @northflank Check any company's AI visibility score: https://t.co/fH7SgKPDZC

[Sam CHERHABIL @HelloCHERHABIL]

SERVERLESS PLATFORM — AI VISIBILITY SCORES
AWS Lambda — 98
Cloudflare Workers — 76
Railway — 59
Vercel — 43
Northflank — 29

Vercel leads the SEO race but is nearly invisible in the AI recommendation game. Northflank? Nearly off the map.

[Sam CHERHABIL @HelloCHERHABIL]

@AWS @Cloudflare @Railway @vercel @northflank #AIVisibility #AISearch #Serverless #DeveloperTools #AIDiscovery #GrowthMarketing #PerplexityAI #ChatGPT

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[Sam CHERHABIL @HelloCHERHABIL]

Instead, AI assistants point you to AWS Lambda—over 3x more than any rival—plus some newer names you might NOT expect.

Where does your favorite serverless platform actually stand in the age of AI?

[Sam CHERHABIL @HelloCHERHABIL]

THE COUNTER-INTUITIVE

Vercel ranks TOP 3 on Google for "serverless deployment platform."
But ask ChatGPT for a serverless platform, and Vercel is nowhere near the top.

Here's the paradox: What developers see on Google isn’t what AI recommends to thousands of founders.