InsightApplications

A fifth of Google's searches happen in ChatGPT, yet Search grew 12%: the leak is monetization, not traffic

ChatGPT already answers a fifth of Google's query volume, but the money is leaking inside Google's own results page, not to a rival. Nearly half of Alphabet's trailing profit is now paper gains, and at $280 the shares still need the bull case.

Richard TangRichard Tang · 9 min read
Share
Four bars rising from a tile, the last one tallest in deep gilt, beside a small bar-chart card and a signed contract, with $280 set against a $169 fair value.
1 / 7Slide 1 of 7
Alphabet's quarterly revenue has climbed for years, and so has the price the market pays for it.

A fifth of Google's searches now happen in ChatGPT, and Search still grew 12%

On October 28 Alphabet+4.16% — Alphabet, up 4.16 percent today reported revenue up 25% to $127.6 billion, Google Cloud up 103%, and its new model taking the top spot on an independent benchmark 1313. The next day the stock fell 12.6%, from $324.89 to $283.82, its worst day ever as a public company, erasing about $500 billion 1221. Followers are left holding a contradiction. The franchise everyone fears for, Search, grew 12% and now sits just under half of revenue, 49.7% of the third quarter, down from 56.6% in 2024 12.

The gap depends on what you count

The fear is that chat is eating search. Measured the usual way, by website visits, it barely shows: google.com drew about 87.5 billion visits in May against roughly 5.6 billion for chatgpt.com, a 15-to-1 gap 6, and ChatGPT drew 5.9 billion in September 7.

Measured the way OpenAI$1.18T — OpenAI, private, latest valuation $1.18T does, the gap is five to one. OpenAI's consumer chief Adam Fry said this month that ChatGPT receives about a fifth as many search-like queries as Google, counting every question that sends the bot to the web 5. Google has said it handles more than 5 trillion searches a year 5.

The gap is 69 to 1 on referrals and 5 to 1 on queries

Count queries, not visits: ChatGPT is a fifth of Google's search volume

0×20×40×60×80×Referral traffic to websites, Oct 202669×Monthly site visits, May 202615×Search-like queries, Nov 20265×
Data
Value
Referral traffic to websites, Oct 202669×
Monthly site visits, May 202615×
Search-like queries, Nov 20265×
Ratios of Google to ChatGPT usage, x to 1. Site visits: google.com about 87.5 billion vs chatgpt.com about 5.6 billion in May 2026. Search-like queries: OpenAI's own count, November 2026. Referral traffic: share of visits across 118,671 sites tracked by Ahrefs, October 2026 (24.74% vs 0.36%). Sources: Similarweb; Search Engine Journal.5,6

Five cents a query is what the traffic war is fought over

Five trillion searches carrying $250.1 billion of trailing Search and other revenue works out to about five cents a query. That is my arithmetic from the filings, an approximation since the line also includes Gmail, Maps and Play 12. A fifth of the volume, at Google's rates, is worth about $50 billion a year. The scenario bears describe, losing a fifth of search traffic, already exists on paper.

Yet paid clicks rose 8% and the price per click rose 4%, and Sundar Pichai told analysts query growth is the fastest in five years 14. The traffic war is real, but it is not where the money is leaking.

Traffic is not the problem: clicks, price and Search revenue all rose

Paid clicks rose 8% and the price per click 4%, and Search revenue grew 12%

0%5%10%15%Paid clicksPrice per clickSearch revenue12%
Data
Year-on-year growth, Q3 2026
Paid clicks8%
Price per click4%
Search revenue12%
Growth in the quarter ended September 30, 2026 against the same quarter a year earlier. Search revenue is Search and other revenue. Sources: Alphabet Form 10-Q; the earnings call as reported by Search Engine Land.1,4

The leak is inside Google's own results page

Search revenue has two moving parts: paid clicks times the price per click. Each query runs an auction against the old page of ten blue links, which could sell several slots at once. An AI Mode answer is one long, conversational page, and AI Mode queries are on average three times longer than a typed search 4. Longer questions, fewer slots per answer, less sold per query.

Chief business officer Philipp Schindler admitted as much on the earnings call: the surge in AI Mode queries "had an impact because of the lower monetization we're seeing in AI Mode" 4. He named currency swings as the biggest factor. Google publishes neither the AI Mode ad rate nor query counts, so the dilution can only be inferred 4. The shift is hurting Google's yield per query, not yet its traffic. Advertisers still buy; each query earns less.

Two panels side by side: Classic Search with ten blue links and an auction that can sell several slots, against AI Mode with one long conversational answer and fewer slots.
Classic Search sells several slots on one page; an AI Mode answer is a single long page, so the auction has less to sell. · Illustration by The Inference

The web that Google indexed for free is fencing itself off

That is a slower illness than the one bears describe, and survivable only if the gap closes. Google says click-through rates on sponsored product listings inside AI Mode already look similar to the classic results page 4. That is a start, not a parity claim for search as a whole.

The damage that is already visible falls on everyone else. Across 118,671 sites tracked by Ahrefs in October, Google still accounts for 24.74% of traffic and ChatGPT for 0.36% 5. But Reddit+5.67% — Reddit, up 5.67 percent today said Google's AI answers were cutting its search referrals by more than a million visits a week, and it is now testing a login wall around its 27 billion posts 18. An answer engine that must pay for its sources carries a cost the ten blue links never did.

The auction itself became a black box

The auction has also become harder to see, weakening a quieter moat. Google's AI Max left beta in April and is absorbing campaigns advertisers once ran by hand, and Performance Max has drawn two years of agency complaints about budgets spent where the buyer cannot look 1617.

In September Google finally added reporting that shows what earned an AI Max conversion, two years after advertisers started calling it a black box 17. Transparency was why a startup could trust the old system with its budget. Opacity invites that budget to look somewhere else.

The marshals left, and the ones who stayed were promoted

The talent story checks out, with the names corrected. Noam Shazeer, co-lead of Gemini, left for OpenAI in June, 22 months after Google paid $2.7 billion for his startup Character.AI to bring him back 10. John Jumper, who shared the 2024 Nobel Prize in Chemistry for AlphaFold, left DeepMind for Anthropic$350B — Anthropic, private, latest valuation $350B the following week 9. David Silver of AlphaGo did not go to a rival lab; he founded his own, and raised $1.1 billion 11.

In August the losses reached the top. Jeff Dean, chief scientist for 27 years, left with Sanjay Ghemawat, Oriol Vinyals and Quoc Le to start a company called Discovery Loop 8. Demis Hassabis stepped back from running DeepMind to become its chairman and Alphabet's chief scientist, handing the lab to its CTO, Koray Kavukcuoglu 8.

DeepMind now hires two researchers per departure; Anthropic hires twenty-two

DeepMind now adds two researchers for every departure; Anthropic adds twenty-two

0102030DeepMind Q2 2023DeepMind Q3 2026Meta 2025OpenAI 2026Anthropic 2026222
Data
Hires per departure
DeepMind Q2 202312
DeepMind Q3 20262
Meta 20253
OpenAI 20265.7
Anthropic 202622
Research and advanced-engineering hires relative to exits, from Zeki Data as reported by Fortune, August 2026. DeepMind figures are for the second quarter of 2023 and the third quarter of 2026; rivals are 2025 readings except Anthropic's latest.8

Pre-IPO equity is doing the poaching

DeepMind hired 12 researchers for every departure in mid-2023, and about two now 8. Anthropic adds 22 for every departure, OpenAI 5.7, and DeepMind's share of elite hires across Europe, the Middle East and Africa fell from 49% to 18.6% 8.

The pull is arithmetic as much as culture: pre-IPO equity. Anthropic filed its S-1 on October 26 and may list before Thanksgiving, showing $17 billion of quarterly revenue and $895.4 billion of purchase commitments 14. OpenAI filed confidentially in June 15. AMD+0.33% — AMD, up 0.33 percent today simply bought World Labs$1B — World Labs, private, latest valuation $1B and made Fei-Fei Li its chief scientist 19.

What a marshal costs now

A founder wanting to sign marshals now outbids public-market packages; Google tried once, paying $2.7 billion for Character.AI, and the marshal walked anyway 10. One comparison fails on the facts: Netflix+4.82% — Netflix, up 4.82 percent today did not fade into oblivion, it returned 5.4 times over the past decade 22.

The conglomerate already exists in the accounts

The October verdict was not about a dying franchise. It was about what Alphabet has become while fighting. Trailing net income of $235.7 billion includes $103.2 billion, after tax, of gains from below the operating line, 43.8% of the total 21. Nine-month filings show $127.3 billion of equity gains, of which $116.3 billion came from marking up private stakes 1. The balance sheet carries $75.2 billion of SpaceX−4.75% — SpaceX, down 4.75 percent today shares, an AI joint venture with its own $16.8 billion contract, and a $20 billion funding commitment to a private company 1.

Strip the gains out and the price-to-earnings ratio is not the headline 14.5; it is about 26 21. Meanwhile the operating company spends everything it earns and more. Capital spending doubled to $51.4 billion in the quarter, 89% of trailing operating cash flow, and free cash flow has been negative for two straight quarters, a first in the company's history 113.

Capital spending more than doubled in eight quarters while free cash flow turned negative

Capex doubled in a year to $51.4 billion a quarter while free cash flow went negative

  • Capital spending
  • Free cash flow
-20B0B20B40B60BQ4 2024Q1 2025Q2 2025Q3 2025Q4 2025Q1 2026Q2 2026Q3 202651.4B-9.1B
Data
Capital spendingFree cash flow
Q4 202414.3B24.8B
Q1 202517.2B19B
Q2 202522.4B5.3B
Q3 202524B24.5B
Q4 202527.9B24.6B
Q1 202635.7B10.1B
Q2 202644.9B-5.9B
Q3 202651.4B-9.1B
Quarterly capital expenditure and free cash flow, USD billions, from Alphabet's SEC filings. Free cash flow is operating cash flow minus capital spending.1

43.8% of Alphabet's trailing net income is investment gains

43.8% of trailing profit is paper gains, which is why the 14.5 P/E is really about 26

0B50B100B150B200B250BNet income, trailing235.7BOperating earnings inside it132.5BAfter-tax investment gains103.2B
Data
Value
Net income, trailing235.7B
Operating earnings inside it132.5B
After-tax investment gains103.2B
Trailing twelve months to September 30, 2026, USD billions. After-tax gains are the below-the-line figure from The Inference's valuation work, taxed at 21%. Source: Alphabet SEC filings; The Inference market data.1,21

Committed through 2032, and paid for with new shares

Signed commitments stand at $802.1 billion through 2032, and finance chief Anat Ashkenazi said capex will rise significantly again in 2027 13. Jefferies+5.27% — Jefferies, up 5.27 percent today expects negative free cash flow through 2028 12.

The peers spend fanatically too: $39.4 billion at Microsoft+6.34% — Microsoft, up 6.34 percent today, $33.9 billion at Meta+1.71% — Meta, up 1.71 percent today, $75.9 billion at Amazon+5.99% — Amazon, up 5.99 percent today and $28.5 billion at Oracle−1.70% — Oracle, down 1.70 percent today in their latest quarters 21. What sets Alphabet apart is how it pays. It raised $80 billion of equity in June, including a $40 billion at-the-market program, sold convertible preferred stock, and watched long-term debt rise from $21.6 billion to $125.1 billion in a year 2013.

The peers spend fanatically too; Alphabet is second only to Amazon

Alphabet's $51.4 billion of quarterly capex is second only to Amazon's $75.9 billion

$0B$20B$40B$60B$80BAlphabetMicrosoftMetaAmazonOracle$28.5B$51.4B
Data
Capital spending, latest quarter
Alphabet$51.4B
Microsoft$39.4B
Meta$33.9B
Amazon$75.9B
Oracle$28.5B
Capital spending in each company's most recent reported quarter, USD billions. Alphabet's figure is from its quarter ended September 30, 2026; peer figures from The Inference market data. Sources: Alphabet Form 10-Q; The Inference market data.1,21

It was the retail buyer who left, not the institutions

Nor is it obvious that institutions are fleeing. The quarterly holdings filings that large money managers file, the 13Fs, show Fidelity adding 8% to its Alphabet position in the June quarter, T. Rowe Price+5.97% — T. Rowe Price, up 5.97 percent today 8.2%, and Berkshire Hathaway+3.76% — Berkshire Hathaway, up 3.76 percent today 83% 21.

Large managers added to Alphabet in the June quarter

Berkshire Hathaway lifted its Alphabet position 83% in the June quarter

0%20%40%60%80%100%Berkshire Hathaway83%T. Rowe Price8.2%Fidelity8%
Data
Value
Berkshire Hathaway83%
T. Rowe Price8.2%
Fidelity8%
Change in reported Alphabet positions in the June 2026 quarter, from the quarterly holdings filings large money managers file with the SEC. Source: The Inference market data.21

What was missing on October 29 was the retail buyer who usually catches the dip: Goldman Sachs+3.67% — Goldman Sachs, up 3.67 percent today found US retail trading volumes down 45% since late 2025 12. A 14.5 multiple is not the market calling Google cheap. It is the market paying operating-company prices for the operating part, and conglomerate prices for a portfolio of stakes it cannot easily value.

At $280 the shares still need the bull case

My model values Alphabet at about $169 a share against the last close of $280.03, 1.66 times fair value, which at high uncertainty reads as well above fair value: a clear sell at or above $245, a clear buy at or below $110 21. The base case, at 50% weight and $174 a share, holds operating margins near 33% and assumes capex peaks in 2027 while the AI Mode monetization gap narrows.

Worth

How far is the price from what it is worth?

$169.08a share, against $280.03 on 2026-11-03well above fair value
well below fair value: $0–$110below fair value: $110–$161near fair value: $161–$178above fair value: $178–$245well above fair value: $245 and upWELL BELOWBELOWNEARABOVEWELL ABOVEbuy ≤ $110sell ≥ $245base: $173.79 at 50% · Capex peaks in 2027 and the AI Mode monetization gap narrows; operating margins hold near 33%; Cloud backlog converts on schedulebase $174bull: $221.52 at 25% · AI Mode monetization reaches classic Search levels by 2028 and the $567.7 billion Cloud backlog converts at rising marginsbull $222bear: $107.22 at 25% · OpenAI and Anthropic take the commercial queries, Search stalls near 3%, and signed supply deals keep free cash flow negative through 2028bear $107$169close $280.03 on 2026-11-03$280.03$0$44$88$131$175$219$263$306$350
What moves it
  • Operating margin path: four points swing the base case by about $19 a share
  • The 2027 capex guide on the January call
  • How fast the AI Mode ad rate closes the gap with classic Search

What if the assumptions move?

discount rate down · operating margin across
29%33%37%
10%$169$190$211
11%$151$170$189
12%$137$154$171
Judgment

How long can it out-earn its capital?

NarrowROIC 22.2% against a 11.0% cost of capital · eroding
intangible assetsnetwork effectswitching costs
returns above the cost of capital for about 10 yearsNARROW · 10YWIDE · 20Y
Evidence and threats
  • Returns on invested capital of 22.2% over the trailing year against an 11% cost of capital, even after capex doubled
  • Search and other revenue grew 12% with paid clicks up 8% while query growth hit a five-year high
  • Cloud revenue doubled to $30.7 billion with $560.8 billion of contracted cloud backlog
What could erode it
  • A structurally lower ad yield on conversational answers: AI Mode queries monetize below classic Search and Google does not publish the rate
  • The open web is fencing itself off (Reddit's login wall), raising the future cost of answers
  • The talent drain to OpenAI, Anthropic and startups with pre-IPO equity

How sure can a value be?

Highmedium by volatility (33.8% a year), raised for:
  1. Free cash flow negative for two straight quarters, a first in the company's history
  2. $802.1 billion of purchase commitments already signed through 2032
  3. Scenarios sit $115 apart ($107 to $222)
  4. Key people: the researchers behind Gemini keep leaving for rivals with pre-IPO equity

How well does it spend?

Adequate
Balance sheetweakfairsound
Investmentspoorfairstrong
Distributionspoorfairappropriate
Why
  • Balance sheet still sound: net debt about 0.3x EBITDA despite long-term debt rising from $21.6 billion to $125.1 billion
  • Investments fair: the cloud backlog is contracted revenue at good returns, but $802.1 billion of commitments through 2032 and a $2.7 billion acqui-hire who left for OpenAI within 22 months are marks against
  • Distributions fair: buybacks and the small dividend are dwarfed by capex, and shareholders funded $80 billion of new equity plus convertible preferred in June 2026
Evidence

How does it compare?

P/EORCL 19.2×ORCLAMZN 20.1×META 21.0×METAMSFT 27.1×MSFTGOOGL 14.5×GOOGL 14.5×Operating marginORCL 32.1%ORCLAMZN 13.1%AMZNMETA 32.9%MSFT 47.1%MSFTGOOGL 33.3%GOOGL 33.3%ROICORCL 13.1%AMZN 12.8%AMZNMETA 24.9%METAMSFT 29.1%MSFTGOOGL 22.2%GOOGL 22.2%Revenue growthORCL 21.6%ORCLAMZN 15.4%AMZNMETA 27.5%METAMSFT 17.9%MSFTGOOGL 22.2%GOOGL 22.2%

What could go right, and wrong?

The bear case$107

  1. AI Mode queries monetize below classic Search and Google publishes neither the ad rate nor query counts
  2. Capex ran $51.4 billion in the quarter, free cash flow has been negative for two straight quarters, and $802.1 billion is committed through 2032
  3. DeepMind now hires two researchers per departure against Anthropic's 22, and its marshal-class leaders keep leaving

The bull case$222

  1. Cloud revenue doubled to $30.7 billion in Q3 2026 with $567.7 billion of contracted backlog waiting to be recognized
  2. Query growth is the fastest in five years and paid clicks rose 8%: traffic is not leaving Google
  3. The balance sheet holds about $344 billion of securities including $75.2 billion of SpaceX, and Gemini 4 Carbon tops independent benchmarks

The numbers

FY21FY22FY23FY24FY25TTM+1y+2y+3y+4y+5y
Growth
Revenue41.2%9.8%8.7%13.9%15.1%22.2%16.0%13.0%11.0%9.0%8.0%
Margins
Operating margin30.6%26.5%27.4%32.1%32.0%33.3%32.5%33.0%33.5%34.0%34.0%
Free cash flow margin26.0%21.2%22.6%20.8%18.2%4.2%–––––
Returns
ROIC27.6%24.3%26.6%30.9%28.0%22.2%–––––
Valuation
P/E25.3×19.0×23.7×23.1×28.6×14.5×–––––
FCF yield3.5%5.3%4.0%3.1%1.9%0.6%–––––

The bull case, 25% and $222, needs monetization parity by 2028 and the $567.7 billion cloud backlog converting at rising margins 1. The bear case, 25% and $107, has Search stalling near 3% and cash flow negative through 2028.

The margin assumption moves the value most

Four points of operating margin, from 33% to 29% or 37%, swings the base case by about $19 a share; a point of discount rate swings it by $16 to $20 21. The moat is narrow, not gone. Returns on invested capital ran 22.2% over the trailing year against an 11% cost of capital, built on default distribution, the query data that distribution produces, and the only stack that runs from chips to models to cloud 21.

Operating margin has run near the 33% the base case assumes

Operating margin has ranged from 30.5% to 36.1% over eight quarters

30%32%34%36%38%Q4 2024Q1 2025Q2 2025Q3 2025Q4 2025Q1 2026Q2 2026Q3 2026Base case: 33% operating margin31.8%
Data
Operating margin
Q4 202432.1%
Q1 202533.9%
Q2 202532.4%
Q3 202530.5%
Q4 202531.6%
Q1 202636.1%
Q2 202634%
Q3 202631.8%
Operating income as a share of revenue by quarter, computed from Alphabet's SEC filings, retrieved November 4, 2026. The reference line is the base case margin assumption.23

What could erode it is precisely the two leaks above: a structurally lower ad yield on conversational queries, and a lab that trains fewer of the field's best people. Uncertainty is high, and I raise it from the model's medium starting point for three reasons: free cash flow is negative, $802 billion of spending is already signed, and the scenarios sit $115 apart.

Capital allocation I rate adequate. The balance sheet is still sound and the cloud backlog is contracted revenue at good returns, but paying for the build partly with new shares, and $2.7 billion for a marshal who walked, are marks against it.

What would prove this wrong

Three dates settle it. The fourth-quarter call in late January carries the 2027 capex guide; a number that flattens spending kills the bear case on the spot 313. Before that, Anthropic's November listing prices the equity pulling talent out of Mountain View, and a weak debut would slow the exodus more surely than any counter-offer 14. Each quarter, watch two published numbers: Search and other revenue growth, which refutes the dilution thesis above 10% and confirms it below 8%, and paid clicks against query growth.

Google could end the argument tomorrow by disclosing the AI Mode ad rate. Until it does, the reader who knows the headline P/E of 14.5 should also know the honest one is about 26, and that a fifth of Google's searches answering themselves elsewhere is already in the numbers.

Get Applications by email, free

How AI is changing the software people and companies use. In our daily email, every weekday.

Loading GOOGL

Reader comments

0 comments

    More in Applications

    All in this topic →

    Applications

    AppLovin, down 59% this year, beats its own guidance by $100 million and jumps 35.9% after hours

    Revenue of $2.185 billion beat the top of management's own guidance by about $100 million, and a fourth-quarter guide above consensus lifted a stock down 59% in 2026 by as much as 35.9% after hours. Shareholders had spent the year selling on other companies' quarters while the advertisers who fund AppLovin kept spending more.

    Applications

    HubSpot fell 12.68% after cutting Q4 growth guidance to 12% from 17% as AI agents shrink seat revenue

    HubSpot beat every line, then guided fourth-quarter revenue $18.9 million below consensus, and the stock fell 12.68%. The guide is the first hard number on what agent pricing does to a seat-based business.

    Applications

    Uber counted four AI-agent rides in a week of 320 million trips

    Uber's earnings call put the second hard count on AI-agent commerce: four rides and about 500 delivery orders in a 320-million-trip week, six days after DoorDash's near-zero tally, and while Meta plans a fee on every purchase its Muse agent completes.

    Applications

    Accenture, selling safe AI to 9,000 clients, published 15 fake citations in its own research

    The consultancy blames humans for the 15 fabricated citations that GPTZero, a company that builds AI-detection tools, found in its own research. Either way the checking layer was missing, and a stock that rose 31% in a month is priced on exactly that.

    Applications

    Citi sees a hard reset coming for Adobe before the new CEO even starts

    Citi downgraded Adobe to Sell on November 4, the same morning Adobe pushed its agent into ChatGPT, Claude, Copilot and Gemini, leaving the stock parked between a $200 bear case and a $267 hold case with the fiscal 2027 guide two weeks away.

    Applications

    A week after the FTC demanded Uber's pricing formulas, its CEO described the algorithms in action

    One week after the FTC ordered Uber to open its pricing and driver-pay formulas, the CEO said algorithms trained on billions of trips now decide where every incentive dollar goes, and that rider prices may rise to fund drivers. The stock rose 7% anyway.

    Get the newsletter

    The day's AI and market news, in your inbox every weekday.