Google: The Origin of Search. How the Best Business in Human History Happened (Audio)

1:51:25We tell the story of the single greatest business ever created: Google search. From its origins as a Stanford research project called BackRub, Google became the front door to the internet. Today it’s an essential service for over half the world, and one that generates more profit than ANY other US company — more than Apple, Microsoft, or Berkshire Hathaway. But it wasn’t always so obvious. When Larry and Sergey began working on BackRub in 1996, search was a backwater industry in silicon valley. Existing search companies were eking out a living as vendors to the then-dominant “portals” like AOL and Yahoo. Google’s come-from-behind success was the result of three massive step-function leaps forward in algorithms, infrastructure and business model… some invented by Google and some borrowed (and perfected!) by them. Today, things are not so obvious once again for Google. Despite earning more profits than all of its big tech peers, its stock trades at significantly lower multiples — a $1 trillion or more discount to Apple, Microsoft and Nvidia. Investors are concerned that AI will render Google’s beautiful business model obsolete, even though Google also basically invented modern AI and continues to lead on many dimensions. This episode begins a multi-part series where we dive into the full history that led us to this point. Tune in and enjoy! *Many thanks to our fantastic Summer ‘25 Season partners:* - J.P. Morgan Payments: https://bit.ly/acquiredJPMPgoogle1yt - Anthropic: https://bit.ly/acquiredclaude25 - Statsig: https://bit.ly/acquiredstatsig25 - Vercel: https://bit.ly/acquiredvercel25 *Links:* - BackRub recreation: https://backrubsanford.neocities.org - Original Google logo: https://en.wikipedia.org/wiki/Google_logo#/media/File:First-google-logo.gif - Jeff Dean’s resume: https://drive.google.com/file/d/1WM65kvbrFMTtrwnkct4XzpCC8hqQe5ZX/view?pli=1 - Worldly Partners’ Multi-Decade Alphabet Study: https://worldlypartners.com/businesshistory - Episode sources: https://docs.google.com/document/d/13C0I8Bg4XLlBDtRBzPwimhlOeojpENhY52YSANrdhTM/edit?usp=sharing *Radio City Live Show:* - Join us July 15 at Radio City — Ticketmaster: http://acquired.fm/nyc - July 15 Pre-Show Meetup: https://lu.ma/4q3s7jc0 - July 15 Afterparty: https://lu.ma/0x8lbdbi - July 16 Encore Event with J.P. Morgan Payments: https://lu.ma/mutlu2f1 *Carve Outs:* - The Rehearsal with Nathan Fielder (Season 2): https://www.hbo.com/the-rehearsal/season-2 - Your Friends and Neighbors: https://tv.apple.com/us/show/your-friends--neighbors/umc.cmc.74o37kzay0yuuub8iumddjsg - Andor Season 2: https://ondisneyplus.disney.com/show/andor - Gamecraft Season 3: https://gamecraftpod.com - Steam Deck vs Switch 2 dilemma: https://store.steampowered.com/steamdeck/ https://www.nintendo.com/us/gaming-systems/switch-2 *More Acquired:* - Get email updates with hints on next episode and follow-ups from recent episodes: https://www.acquired.fm/email - Join the Slack: http://acquired.fm/slack - Subscribe to ACQ2: https://pod.link/acquiredlp - Check out the latest swag in the ACQ Merch Store: https://www.acquired.fm/store *‍Note: Acquired hosts and guests may hold assets discussed in this episode. This podcast is not investment advice, and is intended for informational and entertainment purposes only. You should do your own research and make your own independent decisions when considering any financial transactions.*

Ben GilberthostDavid Rosenthalhost

Jun 29, 20253h 39mWatch on YouTube ↗

WHAT IT’S REALLY ABOUT

How Google turned better search into history’s most profitable business

The episode traces Google Search from a Stanford project (BackRub) to a world-dominating business, arguing it wasn’t an accident but the result of extreme ambition, superior relevance (PageRank), and relentless execution.
It explains why early portals/search engines resisted “better search” (it reduced page views) and how Google’s clean UX, crawling/indexing scale, and distributed commodity infrastructure created a step-function product advantage.
The core business inflection comes from adopting and improving paid search: self-serve, CPC auctions, and Google’s key twist—ranking ads by both bid and predicted relevance (click-through rate), aligning incentives while maximizing expected revenue.
Finally, it shows how Google’s marketplace liquidity created increasing returns to scale, enabling aggressive distribution deals (portals, toolbar bundling, defaults) and extensions like AdSense—setting up the IPO and the next chapter (Gmail, accounts, broader platform).

IDEAS WORTH REMEMBERING

5 ideas

Google’s founding advantage was relevance rooted in links, not keywords.

PageRank reframed the web as an academic citation graph: links (and anchor text) signaled authority far better than keyword density, immediately improving result quality and resisting spam.

Google could only be built in a narrow historical window.

The web was just small enough in 1996–1998 for grad students to crawl and copy it; even 1–2 years later, creating a new full index from scratch would have become prohibitively expensive.

Portals were structurally disincentivized to adopt truly great search.

Excite (and others) feared that faster, more accurate results would reduce page views and CPM ad impressions—revealing the business-model conflict that prevented incumbents from embracing Google’s approach.

Infrastructure innovation was as decisive as PageRank.

Google’s distributed storage/compute, chunking, replication, and tolerance for high failure rates on commodity hardware enabled massive index scale and speed at low cost—supporting extraordinary margins later.

The breakthrough monetization was auction-based CPC with relevance feedback (Ad Rank).

Inspired by Overture’s CPC auctions, Google added click-through rate as a quality signal so better ads could win even with lower bids, aligning user experience with advertiser ROI and Google’s expected-value maximization.

WORDS WORTH SAVING

5 quotes

Google generates more net income… than any other US company… This is a cash gusher.

— Ben Gilbert

We want to dispel that notion right now… Google did not happen by accident.

— David Rosenthal

Why on earth would we move to your algorithm? I want people to stay on my site.

— Excite CEO (story recounted by David Rosenthal)

We’ve never paid so much for so little.

— Attributed in lore to Michael Moritz / Vinod Khosla (recounted by Ben and David)

We should be able to monetize the pages. If not, we deserve to go out of business.

— Larry Page (recounted by Ben Gilbert)

Founders’ backgrounds and ambition (Page, Brin)PageRank origin: citations, links, anchor textWeb crawling timing window and building a full indexDistributed systems on commodity hardware (GFS, MapReduce)Portal conflict: portals want stickiness; Google wants fast exitsAdWords evolution: from CPM sales to CPC auction + Ad RankDistribution flywheel: portal deals, AOL bet, Toolbar bundlingAdSense: contextual ads across the broader webIPO mechanics: dual-class shares and Dutch auction

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