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Research noteHomies Research · Technology adoption

The race to 2%.

A chart going around shows how long cars, computers, the internet and smartphones took to go from 2% of America to half — and that paid AI just reached 2%. We charted the part before it: how long each one took to get to 2% in the first place.

Daniel Foch 2 charts · 5 min read
Years from first product to 2% US adoption: car 14, smartphone 12, computer 6, internet 5, paid AI about 3

The question

Start the clock when the first product went on sale to American consumers. How many years until 2% of America had one?

The answer

Cars 14 years, smartphones 12, computers 6, the internet 5. Paid AI: about 3.

The catch

AI’s 2% is households paying for it. On use, AI blew past 2% within months.

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Chart 1

Years to reach 2% of America

On October 4, Ruben Hassid posted a chart of how long four technologies took to go from 2% to 50% adoption in the US — smartphones 6.5 years, the internet 7.5, cars 15, computers 19 — with AI “at year zero” after a16z showed 2.2% of US households now pay for AI. It starts every line at 2%. So how long did it take each of them to get there?

Chart 1 · The race to 2%

Share of America using each technology, by years since its first product went on sale

0%0.5%1%1.5%2%2.5%051015Years after the first product went on sale2% of AmericaPaid AI ≈3 yrs
  • Car

    1896 → 1910

    ~14 yrs

  • Smartphone

    1994 → 2006

    ~12 yrs

  • Computer

    1975 → 1981

    ~6 yrs

  • Internet

    1989 → 1994

    ~5 yrs

  • Paid AI

    2023 → 2026

    ≈3 yrs

Dots are measurements; dotted lines cross years with no measurement. Hover a dot for its value and source.

Show the data
SeriesWhenYears inAdoption
Car18960.00.00%
Car19004.00.05%
Car19015.00.09%
Car19026.00.14%
Car19037.00.19%
Car19048.00.31%
Car19059.00.43%
Car190610.00.57%
Car190711.00.74%
Car190812.01.0%
Car190913.01.5%
Car191014.02.3%
Car191115.03.0%
SmartphoneAug 19940.00.00%
SmartphoneFeb 19950.50.21%
Smartphone200612.02.0% (estimate)
ComputerJan 19750.00.00%
Computer19816.02.0% (estimate)
Internet19901.00.49%
InternetWinter 19945.01.9%
InternetJun 19955.54.5%
Paid AIFeb 20230.00.03%
Paid AIMar 20230.10.10%
Paid AIApr 20230.20.13%
Paid AIMay 20230.30.14%
Paid AIJun 20230.30.14%
Paid AIJul 20230.40.15%
Paid AIAug 20230.50.16%
Paid AISep 20230.60.18%
Paid AIOct 20230.70.21%
Paid AINov 20230.80.22%
Paid AIDec 20230.80.25%
Paid AIJan 20240.90.28%
Paid AIFeb 20241.00.30%
Paid AIMar 20241.10.31%
Paid AIApr 20241.20.34%
Paid AIMay 20241.30.36%
Paid AIJun 20241.30.38%
Paid AIJul 20241.40.39%
Paid AIAug 20241.50.42%
Paid AISep 20241.60.48%
Paid AIOct 20241.70.54%
Paid AINov 20241.80.59%
Paid AIDec 20241.80.63%
Paid AIJan 20251.90.65%
Paid AIFeb 20252.00.69%
Paid AIMar 20252.10.77%
Paid AIApr 20252.20.89%
Paid AIMay 20252.30.97%
Paid AIJun 20252.31.1%
Paid AIJul 20252.41.2%
Paid AIAug 20252.51.3%
Paid AISep 20252.61.4%
Paid AIOct 20252.71.5%
Paid AINov 20252.81.5%
Paid AIDec 20252.81.6%
Paid AIJan 20262.91.7%
Paid AIFeb 20263.01.8%
Paid AIMar 20263.12.0%
Paid AIApr 20263.22.1%
Paid AIMay 20263.32.2%
Each line uses the same measure as Hassid’s chart. Cars = FHWA registrations ÷ households. Smartphones = Simon units sold ÷ cell subscribers (1995), then Hassid’s 2% of mobile subscribers (2006). Computers = Hassid’s 1981 estimate from sales; no earlier household measure exists. Internet = online-service subscribers ÷ population (CompuServe and Prodigy in 1990, Times Mirror 1994–95); those services predate the first ISP, so the line starts above zero. AI = households paying for AI, PNC card panel read off a16z’s monthly chart. Start dates: Homies Research.

≈3 yrs

ChatGPT Plus (Feb 2023) to 2% of US households paying for AI

5 yrs

the fastest of the rest — the internet, 1989 to 1994

14 yrs

the slowest — cars, from the first Duryea sales to 1910

Chart 2

The whole journey, start to half

Put the two halves together and the shapes differ more than the headline suggests. Cars were slow both ways: 14 years to 2%, 15 more to 50%. Smartphones incubated for more than a decade among executives with BlackBerrys and Treos, then went mainstream in six and a half years. Computers did the opposite — a quick start among hobbyists, then a two-decade grind into the average home.

Chart 2 · The whole journey

Years from the first product on sale, to 2% of America, to 50%

  • First product → 2%
  • 2% → 50%
Car · 1896 → 1910 → 192514 yrs + 15 yrs
Smartphone · 1994 → 2006 → 201312 yrs + 6.5 yrs
Computer · 1975 → 1981 → 20006 yrs + 19 yrs
Internet · 1989 → 1994 → 20015 yrs + 7.5 yrs
AI (paid) · 2023 → 2026 → ?3 yrs + ?
Year 0 of the climb

Years after the first product went on sale

Coral = first product sold to US consumers → 2% adoption (Homies Research). Gray = 2% → 50% (Ruben Hassid, How to AI). Each measure follows Hassid’s: cars per household, computers and internet share of households, smartphones share of mobile subscribers, AI households paying for AI.

The internet was fast on both legs, but its 2% line in 1994 was mostly AOL, Prodigy and CompuServe subscribers — about 5 million Americans in the winter of 1994, per the Times Mirror Center . Those services had been on sale since 1979, which is why the start date matters.

Method

When does the clock start?

The 2% end of each bar comes from Hassid’s chart. The start is a judgment call, so we used one rule for all five: the first product of its kind sold to American consumers. Pick a different starting gun and the bars move — sometimes a lot. The table shows the alternatives.

TechnologyOur startEarlier optionLater optionYears to 2% (range)
Car1896 · Duryea sales1886 · Benz Patent-Motorwagen (Germany)1908 · Ford Model T14 yrs (2 to 24)
Smartphone1994 · IBM Simon2002 · BlackBerry 5810 and Treo 1802007 · iPhone (after the 2% line)12 yrs (4 to 12)
Computer1975 · Altair 88001977 · Apple II, PET, TRS-801981 · IBM PC6 yrs (0 to 6)
Internet1989 · The World1979 · CompuServe consumer service1991 · World Wide Web public5 yrs (3 to 15)
AI (paid)Feb 2023 · ChatGPT PlusNov 2022 · ChatGPT (free)—about 3 yrs

Two of these are worth a second look. The iPhone launched in June 2007, after smartphones had already crossed 2% of US mobile subscribers — Telephia counted 3.8% among recent device buyers by the third quarter of 2006. And if you start the internet clock with CompuServe’s consumer service in 1979 rather than the first commercial internet provider, it took 15 years, not 5.

The 2% dates are as precise as Hassid’s sources allow. Car registrations reached 458,377 in 1910 (FHWA) against about 20 million households, or roughly 2.3%. The 1981 computer figure is an estimate from sales; most estimates put households with a computer under 1% in 1980. Treat every bar as plus or minus a year.

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AI’s 2% is a harder 2%

Every other line on the chart measures having the thing. AI’s line measures paying for it. PNC’s card-data panel found 2.2% of households paid for a generative AI subscription in May 2026, up from well under 1% in 2023 — and PNC warns its customers may not mirror the country. Bank of America’s figure is closer to 3%.

On use, it is not close. The St. Louis Fed’s Real-Time Population Survey found 39.4% of US adults aged 18 to 64 had used generative AI by August 2024, less than two years after ChatGPT launched — a faster start than the personal computer or the internet had on the authors’ comparison. By that measure, AI’s bar to 2% would be measured in months, and by 2024 it was most of the way to 50%.

So the fair reading is narrower than “AI is at year zero.” Paid AI is at year zero. And it got to the starting line faster than anything else on the chart.

Homies Research reading

What it means for realtors

The time before 2% is when the tools are clumsy, expensive and used by people who don’t mind that. It is also when the habits form. The agents who were on BlackBerrys in 2003 were not smarter than everyone else; they just had four extra years of practice running a business from a phone when the iPhone made it normal.

Paying for AI is where real estate is now. Most agents have tried ChatGPT; few have built it into how listings, follow-up and market updates actually get done. If the smartphone pattern holds — long incubation, then a fast climb — the agents doing that work today are buying the same head start.

Questions

Frequently asked questions

How long did it take each technology to reach 2% adoption in the US?

Measured from the first product sold to American consumers: cars about 14 years (Duryea, 1896, to 1910), smartphones about 12 years (IBM Simon, 1994, to 2006), personal computers about 6 years (Altair 8800, 1975, to 1981), the internet about 5 years (The World, 1989, to 1994) and paid AI about 3 years (ChatGPT Plus, February 2023, to early 2026).

How long did it take to go from 2% to 50% adoption?

Per Ruben Hassid's How to AI chart: smartphones about 6.5 years (2006 to 2013), the internet about 7.5 years (1994 to 2001), cars about 15 years (1910 to 1925) and computers about 19 years (1981 to 2000). Paid AI reached 2% of US households in early 2026, so its climb has just started.

Is AI adoption really only 2%?

Only for paying. The 2% figure is the share of US households paying for a generative AI subscription in PNC's card-data panel (2.2% in May 2026). Use is far higher: the St. Louis Fed's Real-Time Population Survey found 39.4% of US adults aged 18 to 64 had used generative AI by August 2024.

Does a fast start predict a fast climb to 50%?

Not in this data. Smartphones spent 12 years under 2% and then took only 6.5 years to reach half of America. Computers crossed 2% only 6 years after the Altair but then needed 19 more years to reach 50%. Time to 2% and time from 2% to 50% are not related across these five technologies.

Citations

Sources