Metadata

topic on 3 shows · 35 statements across 7 episodes · said 3 times in 1 episodes since 2023

Top Founders 3 Latent Space the MAD Podcast

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Top Founders 3

2023 3 mentions in 1 episode

every mention on every show, scene by scene, with the transcript →

35 statements about Metadata, every show

McCloy: ChatGPT filters out clickbait metadata in favor of descriptive information
“The metadata has been super optimized for human click through, right? So think about like clickbait, think about things that are like, you know, like Creating urgency, especially true in e-commerce, right around sales and things like that. But they're not very…”
Robert McCloy Jul 23, 2025 ▶ 18:06 AI is Eating Search
Pitching VCs when you do not need capital yields better terms
“When you don't need the money, when you go to an investor and you tell them, this is happening anyway, you are invited to join us for this journey, the conversation is very, very different. You talk to different people, much kinder people, and you get term she…”
Gil Allouche May 14, 2024 ▶ 3:29 How I hit $15m ARR using 4 new growth playbooks
TOP FOUNDERS Assertion Not checkable as stated
Metadata survived on $25k before securing AR debt and $6.5M funding
“We got all the way to, I think, 25 grand in the bank. It's like, not a lot of money in the bank. Almost going under, and then slowly going up. From that moment, I was able to get, ah, 200 K in accounts receivable debt. From that, I was able to get 300 K in con…”
Gil Allouche May 14, 2024 ▶ 5:30 How I hit $15m ARR using 4 new growth playbooks
Disregard vanity marketing metrics in favor of revenue and CAC
“When I say works, again, I don't talk about vanity metrics. I don't care about leads, I don't care about impressions, click-through rates, all of those cool, you know, KPIs that, that, you know, growth hackers talk about, I really don't understand much about. …”
Gil Allouche May 14, 2024 ▶ 7:32 How I hit $15m ARR using 4 new growth playbooks
TOP FOUNDERS Assertion Not checkable as stated
LinkedIn direct-incentive conversation ads remain effective even after four years
“This tactic, we've been using it maybe for four years now. It hasn't been exhausted. All of my customers use it. It hasn't been exhausted.”
Gil Allouche May 14, 2024 ▶ 12:57 How I hit $15m ARR using 4 new growth playbooks
TOP FOUNDERS Assertion Not checkable as stated
Metadata won ThoughtSpot by re-engaging a champion who switched jobs
“We want a huge deal, Just by going to the same person who liked us, but it can't, she couldn't bring us into that company, she later joined ThoughtSpot. Big ass logo that we still have, and we were able to win that just because we woke her up.”
Gil Allouche May 14, 2024 ▶ 14:40 How I hit $15m ARR using 4 new growth playbooks
Outreach carries higher credibility when sent by role peers, not salespeople
“This comes from the same ICP. I find the same person that I sell to, and I find the same person in my company who is equal. And I send that email from them because there is much more credibility. There is camaraderie between a marketer and a marketer versus a …”
Gil Allouche May 14, 2024 ▶ 15:45 How I hit $15m ARR using 4 new growth playbooks
MAD Insight
Jerry Liu: Injecting metadata into text chunks improves LLM retrieval performance
“Second is being able to inject metadata actually is quite important to actually improve retrieval performance of like the downstream application, because like, you know, let's say you're splitting up like a sec, 10 K filing into a bunch of chunks within a sing…”
Jerry Liu Jul 12, 2023 ▶ 8:23 Building LlamaIndex: Jerry Liu on Scaling Retrieval-Augmented AI
TOP FOUNDERS Assertion Not checkable as stated
Allouche: Metadata was down to two months runway in 2020
“I had about half a million dollar left burning about 200,000 every month. So we had about two months of life.”
Gil Allouche May 1, 2023 ▶ 2:12 How to recession-proof your SaaS: 3 keys to surviving just about any economic downturn
TOP FOUNDERS Assertion Not checkable as stated
Allouche: Metadata cut a third of staff during 2020 crisis
“So right in there, we cut about a third of our employee. We also stopped paying every essential vendor.”
Gil Allouche May 1, 2023 ▶ 3:11 How to recession-proof your SaaS: 3 keys to surviving just about any economic downturn
TOP FOUNDERS Assertion Not checkable as stated
Metadata management took 20% pay cut; reps swapped commission for equity
“Also, the entire management team took a 20% cut, and all of the salespeople converted their commissions to equity.”
Gil Allouche May 1, 2023 ▶ 3:50 How to recession-proof your SaaS: 3 keys to surviving just about any economic downturn
Allouche: Founders should make offensive moves during survival crises
“When you have a situation like that, a survival situation, you don't only want to take defensive moves. You also want to take offensive moves, because when everyone is panicking and hunkering down, it's kind of an opportunity for you to make bold moves.”
Gil Allouche May 1, 2023 ▶ 4:34 How to recession-proof your SaaS: 3 keys to surviving just about any economic downturn
TOP FOUNDERS Disclosure
Allouche tanked his credit score to 250 to fund Metadata
“I maxed out all of my credit cards. American Express would call me daily. I would pick up my phone and tell them I'm not paying you anything. When I have money, I'm paying you all of it. Right now, you can keep calling me. Not paying you any of that. And third…”
Gil Allouche May 1, 2023 ▶ 6:15 How to recession-proof your SaaS: 3 keys to surviving just about any economic downturn
TOP FOUNDERS Assertion Not checkable as stated
Metadata finished 2021 at $12.2M ARR after raising targets from $5M
“We were supposed to grow from two to five, then we said, hey, we're doing well, let's do it to seven and a half, then 10.4, then 12 and a half, and we ended up at 12.2.”
Gil Allouche May 1, 2023 ▶ 8:38 How to recession-proof your SaaS: 3 keys to surviving just about any economic downturn
TOP FOUNDERS Assertion Not checkable as stated
Allouche: Metadata's Revenue Growth Flattened in Q2 2022
“Q one was amazing. We grew exactly as we planned. Q two, we flattened.”
Gil Allouche May 1, 2023 ▶ 10:49 How to recession-proof your SaaS: 3 keys to surviving just about any economic downturn
TOP FOUNDERS Disclosure
Allouche: Metadata Held Its Capital in Silicon Valley Bank
“Our money was in Silicon Valley Bank.”
Gil Allouche May 1, 2023 ▶ 11:36 How to recession-proof your SaaS: 3 keys to surviving just about any economic downturn
Allouche: Delaying layoffs two months would have cost eight more jobs
“If I waited two months, like I was advised to, by pretty much everyone, then I would have had to lay off eight more people, seven to eight more people, because that's how the burn works, right?”
Gil Allouche May 1, 2023 ▶ 13:11 How to recession-proof your SaaS: 3 keys to surviving just about any economic downturn
TOP FOUNDERS Disclosure
Allouche: Metadata froze hiring and capped headcount at 110 instead of 200
“So we're supposed to grow to about 200 people, and we're at about a 110. And so we really had to make hiring freeze completely, so about 30 people that we're about to hire, we're not hiring. And then we had to let go of a lot of people, some contractors, some …”
Gil Allouche May 1, 2023 ▶ 16:43 How to recession-proof your SaaS: 3 keys to surviving just about any economic downturn
TOP FOUNDERS Assertion Not checkable as stated
Allouche: Metadata generated 100 PLG trials in six weeks versus expected 5-6
“Product-led growth. This was expected to bring us about five to six trials. We're already at about a hundred after a month and a half.”
Gil Allouche May 1, 2023 ▶ 17:26 How to recession-proof your SaaS: 3 keys to surviving just about any economic downturn
TOP FOUNDERS Disclosure
Allouche: Metadata raised $5M via convertible notes in one month
“I planned to raise two million, ended up raising five million over a period of one month with convertible notes.”
Gil Allouche May 1, 2023 ▶ 18:39 How to recession-proof your SaaS: 3 keys to surviving just about any economic downturn
TOP FOUNDERS Assertion Not checkable as stated
Metadata Reached $2M ARR Within One Year of Launch
“So it starts in, in the beginning of 2020. We just hit product market fit. It looks good. It looks good. You know, it's two million dollars in ARR. For me, that was a dream. We only launched in the McGill in the middle of 2019. So in about a year, we got to tw…”
Gil Allouche Nov 5, 2022 ▶ 2:04 How Metadata grew 700% to $15m in Revenue in 24 months while switching from high burn to profitable
TOP FOUNDERS Assertion Not checkable as stated
Metadata staff took a temporary 20% pay cut repaid with equity
“Another thing is that all of us took a 20% cut. Everyone, of course, including myself, every VP, every employee in the company took a 20% cut. We paid all of those people back that, that six months cut Compounded plus equity, additional bonus equity, after we …”
Gil Allouche Nov 5, 2022 ▶ 4:52 How Metadata grew 700% to $15m in Revenue in 24 months while switching from high burn to profitable
TOP FOUNDERS Assertion Not checkable as stated
Metadata account executives converted commissions to equity, saving $1M cash
“All the AEs who are very cash, you know, kind of cash operated, They converted 50 to a hundred percent of their commissions into options, into common options. That got, got them a lot more invested in the business, and got us about a million dollar cash back i…”
Gil Allouche Nov 5, 2022 ▶ 5:15 How Metadata grew 700% to $15m in Revenue in 24 months while switching from high burn to profitable
TOP FOUNDERS Assertion Not checkable as stated
Allouche defaulted on Amex to preserve runway, dropping credit to 500
“American Express. Not essential. Got a phone call every day. Sir, are you gonna pay your debt? No. I'm not gonna pay a dollar of my debt. My credit score went down to 500.”
Gil Allouche Nov 5, 2022 ▶ 5:55 How Metadata grew 700% to $15m in Revenue in 24 months while switching from high burn to profitable
TOP FOUNDERS Disclosure
Allouche rejected a $4M term sheet that wiped out early investors
“I got a term sheet, a four million dollar term sheet from a green entrepreneur, a shark, who saw that we're struggling. That term sheet, if I took it, My company wouldn't be around anymore. That, that would convert all of the preferred to common. It wouldn't m…”
Gil Allouche Nov 5, 2022 ▶ 6:33 How Metadata grew 700% to $15m in Revenue in 24 months while switching from high burn to profitable
Allouche: Do psychedelics or smoke a joint before deciding out of fear
“Never make decisions out of fear. When you're scared shitless, take a breather. If you're still scared, go for a walk, go for a run, do some pushups, do some psychedelics, smoke a joint. I don't care what you do, but definitely do not make a decision from that…”
Gil Allouche Nov 5, 2022 ▶ 9:36 How Metadata grew 700% to $15m in Revenue in 24 months while switching from high burn to profitable
TOP FOUNDERS Assertion Not checkable as stated
Allouche: Metadata generated 600 monthly demos via incentivized ads
“Last month, 600 demos from this campaign.”
Gil Allouche Nov 5, 2022 ▶ 11:19 How Metadata grew 700% to $15m in Revenue in 24 months while switching from high burn to profitable
TOP FOUNDERS Disclosure
Metadata hired a pre-connected pod of five AEs to accelerate ramp time
“So we brought five AEs who knew each other. They already knew how to work with one another. They ramped each other up. They were super knowledgeable and all of them crushed the numbers. They, their ramp up time was insane. I think in about month and a half, we…”
Gil Allouche Nov 5, 2022 ▶ 14:43 How Metadata grew 700% to $15m in Revenue in 24 months while switching from high burn to profitable
TOP FOUNDERS Assertion Not checkable as stated
Metadata Raised $3M Series A Extension at 2x Valuation Post-Cuts
“And after that, we went back to our Series A investors to tell them about the cuts, and they said, fuck, that's amazing. Here is three million dollar more because you guys are so efficient. So we raised another three million dollar in, in, by the way, twice ev…”
Gil Allouche Nov 5, 2022 ▶ 15:43 How Metadata grew 700% to $15m in Revenue in 24 months while switching from high burn to profitable
TOP FOUNDERS Assertion Not checkable as stated
Allouche: Metadata Reached Almost $12M ARR Growing 2.5x in One Year
“We ended that year at almost twelve million, trying to be accurate, almost twelve million in ARR. So two and a half, roughly two and a half X growth.”
Gil Allouche Nov 5, 2022 ▶ 17:55 How Metadata grew 700% to $15m in Revenue in 24 months while switching from high burn to profitable
TOP FOUNDERS Assertion Not checkable as stated
Allouche: Metadata Had $9M Cash and $200K Monthly Burn Pre-Series B
“This is pre-series B. We had almost nine million in the bank. We were only burning 200 K. So you can see we have years and years of runway.”
Gil Allouche Nov 5, 2022 ▶ 19:41 How Metadata grew 700% to $15m in Revenue in 24 months while switching from high burn to profitable
TOP FOUNDERS Assertion Not checkable as stated
Allouche: Metadata Turned Down Multiple Term Sheets and Raised $40M Series B
“But this was the state in which we were able to raise a forty million dollar Series B in a very healthy way. I was able to turn down many term sheets because I had a confidence that my company is doing well”
Gil Allouche Nov 5, 2022 ▶ 20:37 How Metadata grew 700% to $15m in Revenue in 24 months while switching from high burn to profitable
MAD Disclosure
Van de Maele: Collibra manages metadata without moving or storing customer data
“We don't move any data. So we have kind of connectors. We tie into all of your kind of data systems on-prem and the cloud. We capture all of that metadata. Table, schema, columns, files, and so forth. That's kind of how we built that metadata graph, but we're …”
Felix Van de Maele Mar 17, 2022 ▶ 7:36 Fireside Chat: Felix Van de Maele (Co-Founder & CEO, Collibra) with Matt Turck (Partner, FirstMark)
MAD Insight
The best time to collect data pipeline metadata is during runtime
“The best time to collect metadata is when the job is running and we can inspect it to figure out what the inputs were, what the outputs were, how long it took you know, what was the version of the code and things like that.”
Julien Le Dem Feb 1, 2021 ▶ 9:22 Data Observability and Pipelines: OpenLineage and Marquez
MAD Insight
Collecting massive amounts of metadata creates a signal-to-noise challenge
“I think the curse of collecting all that metadata that becomes really hard to figure out, to find the right information in the mass of data, and therefore that's what we strive to solve, right?”
Julien Le Dem Feb 1, 2021 ▶ 19:41 Data Observability and Pipelines: OpenLineage and Marquez

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