The Numbers Museum

Every specific figure ever claimed on the show. 149 match this view. Red rows are numbers the cited sources contradict.

AllDollarsMultiplesPercentagesBig numbers
FigureAs spokenThe claimWhoWhenChecked?
10M “ten million” Cera: Polsia is operating at a $10M annual run rate Ben Cera May 27, 2026
50% “50%” Cera: Polsia month-one customer churn is around 50% Ben Cera May 27, 2026
50% “50%” Ben Cera: Polsia loses roughly 50% of users in month two Ben Cera May 27, 2026
10% “10%” Cera: Top Polsia company made $3K–$4K; 10% made at least $1 Ben Cera May 27, 2026
1.5M “1.5 million” Cera: Polsia's monthly Anthropic bill reached $1.5M Ben Cera May 27, 2026
30M “thirty million” Cera: Polsia raised a $30M round after launch Ben Cera May 27, 2026
15% “15%” Cera: Polsia generates roughly 15% of revenue from ads Ben Cera May 27, 2026
1.5M “a half million” Cheney: AI implementation business grew from $1M to $4.5M ARR in nine months Jon Cheney Apr 23, 2026
1M “a million” Cheney: AI implementation business grew from $1M to $4.5M ARR in nine months Jon Cheney Apr 23, 2026
10M “ten million” Cheney predicts his AI agency will reach $1M monthly revenue by December Jon Cheney Apr 23, 2026
1M “one million” Cheney predicts his AI agency will reach $1M monthly revenue by December Jon Cheney Apr 23, 2026
$1K “a thousand dollars” Eliason: Felix's Info Product Did Over $1,000 in Day-One Sales Nat Eliason Mar 27, 2026
90% “90%” Eliason: Support sub-agent Iris handles 80-90% of customer emails Nat Eliason Mar 27, 2026
$1M “a million dollars” Eliason: Alpha School offers $1M revenue or full tuition refund Nat Eliason Mar 27, 2026 Supported
$45K “45 thousand dollars” David: Posties reaches $45,000 in monthly revenue Nevo David Mar 11, 2026
20% “20%” Cera: Pulsia takes a 20% revenue split, leaving 80% to customers Ben Cera Mar 2, 2026
80% “80%” Cera: Pulsia takes a 20% revenue split, leaving 80% to customers Ben Cera Mar 2, 2026
20% “20%” Cera: Around 20% of Pulsia users adopt the automated ads feature Ben Cera Mar 2, 2026
30% “30%” Cera: 30% to 40% of Pulsia users choose 'Surprise Me' onboarding Ben Cera Mar 2, 2026
40% “40%” Cera: 30% to 40% of Pulsia users choose 'Surprise Me' onboarding Ben Cera Mar 2, 2026
$10B “ten billion dollars” Gil: OpenAI and Anthropic are fastest companies ever to $10B revenue Elad Gil Feb 24, 2026 Supported
80% “80%” Gil: Project Alexandria will translate foundational books for 80% of humanity Elad Gil Feb 24, 2026
60% “60%” Gil: About 60% of New Jersey childhood ADHD diagnoses lack testing Elad Gil Feb 24, 2026 Contradicted
4T “four trillion” Gil: Trillion-dollar incumbents overlook markets that start small but reach $20B Elad Gil Feb 24, 2026
$20B “twenty billion dollars” Gil: Trillion-dollar incumbents overlook markets that start small but reach $20B Elad Gil Feb 24, 2026
$100M “hundred million dollars” Gil: Trillion-dollar incumbents overlook markets that start small but reach $20B Elad Gil Feb 24, 2026
1K “a thousand” Wave AI converts 10 percent of installs and gets 800 daily downloads Josh Mohrer Feb 3, 2026
1M “a million” Wave AI grew from $1M to $6M ARR in four months Josh Mohrer Feb 3, 2026
2M “two million” Walls: Starter Story generated over $2 million in revenue last year Pat Walls Jan 23, 2026
2M “two million” Walls: Starter Story gets 1.5 to 2 million monthly YouTube views Pat Walls Jan 23, 2026
$2M “two million dollars” Thummala: PressW generated over $2 million in revenue last year Tarun Thummala Jan 12, 2026
95% “95%” Thummala: PressW automated 90% to 95%+ of court document processing for a client Tarun Thummala Jan 12, 2026
10% “10%” Thummala: 90% of PressW's business comes from post-launch relationships Tarun Thummala Jan 12, 2026
90% “90%” Thummala: 90% of PressW's business comes from post-launch relationships Tarun Thummala Jan 12, 2026
10% “10%” Thummala: Strategy is under 10% of PressW business; 80% are engineers Tarun Thummala Jan 12, 2026
80% “80%” Thummala: Strategy is under 10% of PressW business; 80% are engineers Tarun Thummala Jan 12, 2026
100% “hundred percent” Thummala: AI enterprise buyers now demand specific workflows and ROI Tarun Thummala Jan 12, 2026
80% “80%” Thummala: AI flipped coding to 80% review and cut raw time 10x Tarun Thummala Jan 12, 2026
20% “20%” Thummala: AI flipped coding to 80% review and cut raw time 10x Tarun Thummala Jan 12, 2026
10× “10 X” Thummala: AI flipped coding to 80% review and cut raw time 10x Tarun Thummala Jan 12, 2026
95% “95%” Thummala: MIT report found 95% of AI pilots failed to reach production Tarun Thummala Jan 12, 2026 Partly supported
80% “80%” Matze: Rezora achieved over 80% sales conversion rate on demo calls Evgeny Matze Jan 8, 2026
$1M “a million dollars” Apfelbaum: Ajax Union generates about $1M a year in revenue Joe Apfelbaum Dec 30, 2025
$1M “a million dollars” Apfelbaum: EVAI is approaching $1M in annual revenue Joe Apfelbaum Dec 30, 2025
$1M “a million dollars” Apfelbaum: First course cost $275K to make, netted over $1M profit Joe Apfelbaum Dec 30, 2025
75% “75%” Apfelbaum: Ajax Union lost 75% of recurring revenue overnight during COVID Joe Apfelbaum Dec 30, 2025
$1K “a thousand dollars” Apfelbaum: AI lets agency handle 100 clients without hiring new staff Joe Apfelbaum Dec 30, 2025
$1K “a thousand dollars” Apfelbaum: Tony Robbins sells an AI course with a GPT that "sucks" Joe Apfelbaum Dec 30, 2025
100M “hundred million” Apfelbaum: EVAI will become a hundred-million-dollar business Joe Apfelbaum Dec 30, 2025
70% “70%” Santos: Women make roughly 70% of Gillette razor purchases Ricardo Vice Santos Dec 29, 2025 Contradicted
$15M “fifteen million dollars” Santos: OpenAI's Sora is reportedly burning $15 million per day Ricardo Vice Santos Dec 29, 2025
1.2M “1.2 million” Foster: Zapier raised a $1.2M seed round in 2012 Wade Foster Dec 19, 2025 Supported
100% “hundred percent” Hastings: Plaid is not accurate or sufficient for full bookkeeping Helen Hastings Dec 17, 2025
10B “ten billion” Tossell: Solo billion-dollar companies are unlikely because building alone is boring Ben Tossell Dec 8, 2025
10M “ten million” Singla: Pepper Content has reached $10 million in ARR Anirudh Singla Nov 17, 2025
300M “three hundred million” Singla: Mercer reached $300M valuation using freelancers to train AI Anirudh Singla Nov 17, 2025 Supported
50% “50%” Singla: 50% of Pepper Content's talent pool is US-based Anirudh Singla Nov 17, 2025
25% “25%” Singla: Freshness timestamps boost LLM surfacing probability by 25% Anirudh Singla Nov 17, 2025
80% “80%” Singla: Web traffic is declining for 80% of websites globally Anirudh Singla Nov 17, 2025
12% “12%” Singla: LinkedIn accounts for roughly 12% of all ChatGPT citations Anirudh Singla Nov 17, 2025 Supported
1M “a million” Singla: PepperType hit #1 Product of the Month and 500k users in year one Anirudh Singla Nov 17, 2025
2.5M “a half a million” Singla: PepperType hit #1 Product of the Month and 500k users in year one Anirudh Singla Nov 17, 2025
8% “Eight percent” Ethan Smith: 8% of Webflow's signups come from LLMs Ethan Smith Nov 11, 2025
“five X” Smith: Search volume is 5x to 10x larger than LLMs Ethan Smith Nov 11, 2025 Supported
10× “10 X” Smith: Search volume is 5x to 10x larger than LLMs Ethan Smith Nov 11, 2025 Supported
90% “90%” Smith: Over 90% of ChatGPT users still use Google Ethan Smith Nov 11, 2025 Supported
1M “a million” Lieberman says Tenex's top output-based engineer will make $1M next year Alex Lieberman Nov 5, 2025
$1.3B “1.3 billion dollars” Pujji: Red Ventures Doubled Bankrate's EBITDA in Nine Months Jesse Pujji Nov 5, 2025
10× “10 times” Pujji: Red Ventures Doubled Bankrate's EBITDA in Nine Months Jesse Pujji Nov 5, 2025
“five times” Pujji: Red Ventures Doubled Bankrate's EBITDA in Nine Months Jesse Pujji Nov 5, 2025
100% “hundred percent” Lieberman asserts corporate claims that AI will not eliminate jobs are false Alex Lieberman Nov 5, 2025
10× “10 X” Lieberman plans to build a dedicated media arm for Tenex's AI agency Alex Lieberman Nov 5, 2025
1.3M “1.3 million” Dan Shipper: Every generates $1.3M ARR across nearly 7,000 paid subscribers Dan Shipper Oct 30, 2025
45% “45%” Dan Shipper: Every generates $1.3M ARR across nearly 7,000 paid subscribers Dan Shipper Oct 30, 2025
3M “a two million” Shipper: Every raised $2M 'sip seed' from Reid Hoffman, Starting Line Dan Shipper Oct 30, 2025
$2M “two million dollars” Shipper: Every raised $2M 'sip seed' from Reid Hoffman, Starting Line Dan Shipper Oct 30, 2025
10M “ten million” Shipper: Every probably will not raise a standard VC Series A Dan Shipper Oct 30, 2025
31M “a thirty million” Shipper: Every probably will not raise a standard VC Series A Dan Shipper Oct 30, 2025
10B “ten billion” Dan Shipper: OpenAI awarded Every a plaque for processing 10 billion tokens Dan Shipper Oct 30, 2025 Supported
40% “40%” Dan Shipper: GPT-4 and Claude Opus beat human experts in blindly judged benchmarks Dan Shipper Oct 30, 2025 Partly supported
49% “49%” Dan Shipper: GPT-4 and Claude Opus beat human experts in blindly judged benchmarks Dan Shipper Oct 30, 2025 Partly supported
30% “30%” Patel: AI summaries pushed client pages into Google Overviews within 48 hours Neil Patel Oct 24, 2025
13% “13%” Patel: HubSpot CMO says 13% of signups come from LLMs Neil Patel Oct 24, 2025 Contradicted
$20M “twenty million dollars” Tan: Small YC startups routinely hit $20M revenue in 20 months Garry Tan Oct 17, 2025
10% “10%” Tan: YC startups average 10% weekly revenue growth over 12-week batches Garry Tan Oct 17, 2025
20% “20%” Tan: YC startups average 10% weekly revenue growth over 12-week batches Garry Tan Oct 17, 2025
95% “95%” Tan: Anthropic's Claude Code team uses AI to write 95% of codebase Garry Tan Oct 17, 2025
100% “hundred percent” Tan: 18-to-22-year-old founders at YC are up over 100% year-over-year Garry Tan Oct 17, 2025
20% “20%” Tan: 18-to-22-year-old founders at YC are up over 100% year-over-year Garry Tan Oct 17, 2025
30× “30 times” Tan: Asking AI to iteratively update its own prompt compounds output quality Garry Tan Oct 17, 2025
1M “a million” Shim: Read.ai adds 50,000 accounts daily as fastest-growing AI note taker David Shim Sep 15, 2025
12M “twelve million” Shim: Read.ai adds 50,000 accounts daily as fastest-growing AI note taker David Shim Sep 15, 2025
80% “80%” Shim: Read.ai hits 80% 30-day retention for active meeting users David Shim Sep 15, 2025
100% “hundred percent” Shim: Horizontal AI note takers will win over vertical SaaS tools David Shim Sep 15, 2025
50% “50%” Shim: Placed was profitable and growing 50%+ when Snap spun it out David Shim Sep 15, 2025
1K “a thousand” Shim: 'Magnificent Seven' companies use thousands of paid Read.ai licenses David Shim Sep 15, 2025
$50M “fifty million dollars” Shim: Read.ai Sales Copilot managed $50M in deal changes in 3 months David Shim Sep 15, 2025
15× “15 X” Shim: Microsoft Copilot launch drove 15x surge in Teams usage on Read.ai David Shim Sep 15, 2025
2% “two percent” Shim: 1% to 2% of Colombia's entire population uses Read.ai daily David Shim Sep 15, 2025
10× “10 X” Howard: Modern AI removes the 10x earning advantage of software coders Rob Howard Sep 10, 2025
98% “98%” Howard: The primary value of RAG chatbots is internal team drafting Rob Howard Sep 10, 2025
1K “a thousand” Dolezal: Frontline staff finding daily micro-insights creates more value than rare breakthroughs Pavel Dolezal Sep 3, 2025
“three times” Dolezal: Keboola signed 21,000+ companies via PLG, growing 3x in 12 months Pavel Dolezal Sep 3, 2025
15M “fifteen million” Keboola is approaching $15M in ARR Pavel Dolezal Sep 3, 2025
3.5M “3.54 million” Keboola reached $4M in profitable revenue before raising its seed round Pavel Dolezal Sep 3, 2025 Partly supported
10M “ten million” Dolezal: Solo founder built $10M ARR vibe-coding business in past year Pavel Dolezal Sep 3, 2025
3M “three million” Dolezal: Solo founder built $10M ARR vibe-coding business in past year Pavel Dolezal Sep 3, 2025
“three times” Herold: Visionary founders need COOs with high Kolbe Follow Through scores Cameron Herold Feb 14, 2018
7% “seven percent” Herold: 'Hire for attitude, train for skill' yields only modest growth Cameron Herold Feb 14, 2018
10% “10%” Herold: Hiring for attitude over experience caps company growth at 10 percent Cameron Herold Nov 22, 2017
98% “98%” Yang: Messenger bot multi-step micro-interactions achieve 95% to 98% CTR Mikael Yang May 26, 2017
80% “80%” Yang: 10K-user health bot achieved 80% opens sending 14 messages weekly Mikael Yang May 26, 2017
10% “10%” Yang: 10K-user health bot achieved 80% opens sending 14 messages weekly Mikael Yang May 26, 2017
14× “14 times” Yang: 10K-user health bot achieved 80% opens sending 14 messages weekly Mikael Yang May 26, 2017
56% “56%” Yang: EDM record label bot gets 56% CTR on weekly audio previews Mikael Yang May 26, 2017
90% “90%” Prediction: Messenger will replace email and websites within seven years Mikael Yang May 26, 2017
95% “95%” Prediction: Messenger will replace email and websites within seven years Mikael Yang May 26, 2017
1.2B “1.2 billion” Yang: Facebook has 65M business Pages adaptable into bots Mikael Yang May 26, 2017 Supported
65M “sixty five million” Yang: Facebook has 65M business Pages adaptable into bots Mikael Yang May 26, 2017 Supported
1.5M “half a million” Yang: ManyBot has over 500,000 bots on Telegram Mikael Yang May 26, 2017
1.5K “a half thousand” Ovens has acquired 10,500 customers across all consulting training programs Sam Ovens Mar 3, 2017
6M “six million” Traffic from Tai Lopez generated $4M to $6M in revenue Sam Ovens Mar 3, 2017
“two times” Sam Ovens completely rebuilds his consulting course from scratch twice annually Sam Ovens Mar 3, 2017
99% “99%” Harbinger: 99% of the pickup artist industry is cynical internet marketing Jordan Harbinger Aug 13, 2014
200M “two hundred million” Houston: Dropbox reached 200 million published users by late 2013 Drew Houston Apr 9, 2014 Supported
1B “a billion” Houston: Not every startup should aim to be a billion-dollar business Drew Houston Apr 9, 2014
$1B “a billion dollars” Houston: Not every startup should aim to be a billion-dollar business Drew Houston Apr 9, 2014
1K “a thousand” Walling: Building a Dropbox-scale company requires attempting roughly 1,000 startups Rob Walling Apr 9, 2014
10× “10 X” Walling: Most of my new businesses are 5x to 10x larger Rob Walling Apr 9, 2014
1B “a billion” Rob Walling: Drip will never become a billion-dollar business Rob Walling Apr 9, 2014 Held up
$1B “a billion dollars” Suster: Upfront Ventures sold Maker Studios to Disney for nearly $1B Mark Suster Apr 9, 2014 Supported
$1M “a million dollars” Warner secured over $1M in ad checks from one sponsor Andrew Warner Apr 9, 2014
$1.5M “a half million dollars” Griggs: HearAndPlay generates $3M–$3.5M annually with 10,000 paying subscribers Jermaine Griggs Apr 23, 2012
47M “forty seven million” Allis: iContact Reached $47M+ Annual Revenue and 70k Customers Ryan Allis Apr 9, 2012 Supported
1M “a million” Allis: iContact Reached $47M+ Annual Revenue and 70k Customers Ryan Allis Apr 9, 2012 Supported
75% “75%” Allis: Hitting over 75% of goals means targets were not ambitious enough Ryan Allis Apr 9, 2012
$1M “a million dollars” Allis grew iContact to $1M in sales shortly after turning 21 Ryan Allis Apr 9, 2012 Supported
$53M “fifty three million dollars” Allis: iContact raised a total of $53M over five years Ryan Allis Apr 9, 2012 Supported
$1M “a million dollars” Allis: Founders should take secondary liquidity to think long term Ryan Allis Apr 9, 2012
$40M “forty million dollars” Allis: Large preferred venture rounds increase liquidation risk for common shareholders Ryan Allis Apr 9, 2012
9M “nine million” Huffman: Reddit reached nine million unique visitors last month Steve Huffman Oct 20, 2010 Supported
10% “10%” Huffman: A 10% speed increase boosted Reddit page views by 10% Steve Huffman Oct 20, 2010
20× “20 times” Huffman: Reddit grew 20x following its 2006 sale to Condé Nast Steve Huffman Oct 20, 2010
70% “70%” Huffman: Hipmunk differentiates by filtering out up to 90% of flight results Steve Huffman Oct 20, 2010
90% “90%” Huffman: Hipmunk differentiates by filtering out up to 90% of flight results Steve Huffman Oct 20, 2010
1M “a million” Chesky: Making 100 people love a product is the hardest startup hurdle Brian Chesky Jan 28, 2010
15M “fifteen million” Warner: Quantcast reports Squidoo has over 15 million monthly visitors Andrew Warner Jan 25, 2010 Supported
40× “40 times” Godin: Isaac Asimov wrote 400 books working 6 to 10 a.m. daily Seth Godin Jan 25, 2010 Partly supported
$1M “a million dollars” Godin: Shepard Fairey earns over $1M yearly by distributing free art Seth Godin Jan 25, 2010
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