Founder Interview
How D-ID Raised $24M, Reached Dozens of Customers and Powered MyHeritage's Deep Nostalgia (Interview with CEO Gil Perry)
- Interview Date
- May 12, 2021
- Interviewee
- Gil PerryCo-Founder and CEO
Company Metrics at Interview Time
Total Funding Raised
$24M
Customers (2021)
Dozens
Team Size (2021)
24
Engineers (2021)
13 or 14
Sales Reps (2021)
1
Historical Snapshot
These numbers were reported by Gil Perry during the interview recorded in May 2021 and are a historical snapshot, not current figures. See D-ID’s current numbers.

Key Takeaways
- 01D-ID was founded in 2017 by Gil Perry, Eliran Kuta, and Sella Blondheim
- 02The company has raised $24M in total funding as of May 2021
- 03D-ID had dozens of customers and was focusing more on big companies; asked whether the average contract was around $100,000 a year, Perry said it was more than that
- 04Contracts are structured as an annual license plus a fee per API call
- 05MyHeritage's Deep Nostalgia runs on D-ID's API, and D-ID is paid for every call; that one customer made 80 million API calls in two months
- 06MyHeritage's app reached number one in the App Store free apps category in 22 countries after using D-ID's technology
- 07The team is 24 people, with 13 or 14 engineers and only one quota-carrying sales rep
- 08The last funding round, raised about a year before the interview, was almost $14M
- 09Perry recalled BlackRock as D-ID's first customer ("if I'm not mistaken"), for its original privacy product, met through the 8200 EISP accelerator in New York
- 10Gil Perry was 34 years old at the time of the interview
Company Metrics at Time of Interview
| Metric | Value | Source |
|---|---|---|
| Year Founded | 2017 | Founder interview, May 2021 |
| Total Funding Raised | $24M | Founder interview, May 2021 |
| Last Funding Round (2020) | Almost $14M | Founder interview, May 2021 |
| Customers (2021) | Dozens | Founder interview, May 2021 |
| Team Size (2021) | 24 | Founder interview, May 2021 |
| Engineers (2021) | 13 or 14 | Founder interview, May 2021 |
| Sales Reps (2021) | 1 | Founder interview, May 2021 |
| MyHeritage API Calls (2 Months, 2021) | 80 million | Founder interview, May 2021 |
| MyHeritage App Store Rank, Free Apps (2021) | #1 in 22 countries | Founder interview, May 2021 |
Growth Breakdown
Revenue
D-ID operates on an annual license plus a per-API-call fee model. Gil Perry declined to say how much D-ID had sold. When Nathan Latka suggested an average contract of about $100,000 a year, Perry said it was more than that but would not give a number. The original privacy product was still earning revenue, while the focus had moved to the new AI face platform; Perry said D-ID had crossed its goals for the year very fast and that it was going well with the new product.
Customers
D-ID had dozens of customers in May 2021; Perry would not give an exact number because it was a private company. If he was not mistaken, he said, the first customer was BlackRock, which bought the original privacy product after D-ID met it in New York through the 8200 EISP accelerator, which BlackRock sponsored. D-ID was focusing more on big companies, and Perry said most of its recent traction and customers came from companies calling because of the PR and exposure around Deep Nostalgia, with hundreds of calls from interested companies, mainly in media and entertainment.
Team
The team stood at 24 people at the time of the interview, with 13 or 14 engineers and only one quota-carrying sales rep. Perry noted the company was actively building out its sales team in both the US and Israel to meet growing demand.
Funding
D-ID raised a total of $24M as of May 2021, with the most recent round of almost $14M closed approximately one year before the interview. Perry said investors were asking about another round and D-ID was looking at raising one in the near future. Nothing was decided, but he expected it to be a bigger round, "probably a few dozens of millions."
Growth Strategy
PR-Driven Inbound from Deep Nostalgia
Deep Nostalgia, MyHeritage's product running on D-ID's API, brought D-ID great PR and exposure, and companies started calling, with hundreds of calls from interested companies, mainly in the media and entertainment market. Perry credited this exposure as the primary driver of recent customer acquisition.
Enterprise Focus and High ACV
D-ID was focusing more on big companies, though Perry said a customer could also be a small startup and that contract size depended on scale. Asked whether the average contract was around $100,000 a year, he said it was more than that, without giving an exact number. He also said D-ID was about to launch with a big social network, which he did not name.
API-Based Usage Pricing
Beyond the annual license, D-ID charges per API call, allowing revenue to scale directly with customer usage. The MyHeritage relationship alone generated 80 million API calls in two months, demonstrating the upside of this model with large customers.
Accelerator and Network-Based Early Sales
If he was not mistaken, Perry said, D-ID's first customer was BlackRock, which bought its original privacy product; D-ID met BlackRock in New York through the 8200 EISP accelerator, which BlackRock sponsored, and reached its CTO quickly. This network-driven approach helped D-ID land a marquee enterprise logo early in its history.
Pivot to Media and Entertainment
D-ID started out protecting privacy against face recognition. After building expertise around faces, deep learning and computer vision, it entered the media and entertainment market with its AI face platform, a one-stop shop for creating synthetic videos for both privacy and media uses. Perry said he saw a big disruption coming in how media is created, and the hundreds of calls from interested companies came mainly from media and entertainment.
Best Quotes
“So, D-ID, as you said, we founded the company four years ago, myself, together with my co founders, Eliran Kuta and Sella Blondheim, and basically, we started from protecting privacy, protecting against face recognition, that's how the company started, And recently, after gaining lots of expertise and core competency around the face space, deep learning and computer vision, we've entered into the media and entertainment market.”
“So basically, there is an annual license that we are being paid, and then we are being paid for every call to our API. Okay, so we are a SaaS company, for example, you probably heard about Deep Nostalgia product that we sold to MyHeritage. So they are using our API, and we are being paid for every call, every animation that is being made, we are being paid. So until today, in the past two months, for example, with this customer, there were 80,000,000 calls to the API.”
“We are talking about hundreds of thousands, but it really depends on the scale. There can be a customer that is small, it's a startup, and it can be... Now we are launching soon with the big social network, so it's huge.”
“Yeah, so back then it was a totally different business. We were selling our privacy solution. If I'm not mistaken, the first customer was BlackRock ... and we met them, basically we were in New York, together with the 8200 EISP accelerator, and they are sponsors of the Accelerator. We met them and met the CTO pretty fast.”
“So we are 24, mainly deep learning and computer vision experts.”
“No. We've raised 24,000,000.”
“So I don't want to get into the details of the specific numbers, but it's going well with the new product.”
What Happened Next
This interview captures D-ID in May 2021, shortly after it moved beyond its original privacy product into the media and entertainment market with its AI face platform, and while MyHeritage's Deep Nostalgia, which runs on D-ID's API, was bringing companies to it. The figures shared here, including total funding of $24M, dozens of customers and a team of 24, reflect the company as it stood at that point in time. For current revenue, funding, headcount, and customer data, visit D-ID's live company profile on GetLatka.
View D-ID’s current profile and metricsFull Transcript
Chapters
- 0:00Introduction and Company Overview
- 0:35What D-ID Does and Its Origins
- 2:56Pricing Model and MyHeritage API Calls
- 5:08First Customer: BlackRock and the Accelerator
- 6:36Current Customer Count
- 8:13Team Size and Engineering Headcount
- 9:46Funding History and Total Raised
- 10:05Last Round and Future Fundraising Plans
- 13:01Revenue Growth and New Product Performance
- 13:50Deep Nostalgia Success with MyHeritage
- 15:55Revenue From the New Platform and the Legacy Product
- 17:11Famous Five: Books, Mentors and Tools
Introduction and Company Overview
Nathan Latka
00:00Hello everyone, my guest today is Gil Perry. He's the CEO and co founder of D-ID, which he established in 2017 with his friends and fellow co founders, COO and CTO. He's brought experience as a manager and developer in corporate startups and environments. Gil has commanding experience in a special forces unit of the Israeli Defense Forces. He holds a BSc degree in computer science from Tel Aviv University where he focuses on computer vision and image processing. Gil, you ready to take us to the top?
Gil Perry
00:26>> Yes. Great to be here.
Nathan Latka
00:29Yeah. I'm excited for this. So talk to us, for folks that haven't heard about D-ID, what does the business do?
What D-ID Does and Its Origins
Gil Perry
00:35>> So, D-ID, as you said, we founded the company four years ago, myself, together with my co founders, Eliran Kuta and Sella Blondheim, and basically, we started from protecting privacy, protecting against face recognition, that's how the company started, And recently, after gaining lots of expertise and core competency around the face space, deep learning and computer vision, we've entered into the media and entertainment market. Basically, we launched recently our new offering, which is the AI face platform, and
01:28>> it is the one stop shop for the creation of synthetic videos, both for privacy and for media and entertainment.
Nathan Latka
01:36So this is sort of like when you have, like, these folks that are building ad blockers back in the day. You're either on the ad blocker side and you want to block ads or you're not. You're sort of like, okay, synthetic videos are going be a thing, deep fakes are going be a thing. We can either help prevent them or we can sort of lean in and help people create them a marketing perspective. You decided to
01:54lean in and really let people pay you to help create these videos.
Gil Perry
01:58>> Exactly. Basically, we've realized that there is going to be a big disruption in the media and entertainment market, and this disruption is going to be around how media is being created. This is using AI, and that there is a big stain on this synthetic media landscape, which is around the bad potential of this technology, we realize that one, we have the capabilities and expertise to lead this disruption, and two, we have the experience and the responsibility
02:33>> to make sure that this technology will go to the right place.
Nathan Latka
02:39So what are firms paying you to use the technology on average? Again? What are firms paying you to use the technology on average, per month or per year?
Gil Perry
02:49>> I didn't understand that.
Nathan Latka
02:51Yeah, what's a company paying you on average to use the technology?
Pricing Model and MyHeritage API Calls
Gil Perry
02:56>> It. So basically, there is an annual license that we are being paid, and then we are being paid for every call to our API. Okay, so we are a SaaS company, for example, you probably heard about Deep Nostalgia product that we sold to MyHeritage. So they are using our API, and we are being paid for every call, every animation that is being made, we are being paid. So until today, in the past two months, for example,
03:32>> with this customer, there were 80,000,000
Nathan Latka
03:36calls to the API. So, just ignoring the API call model for a second, on average, what are companies paying you for your yearly contract?
Gil Perry
03:47>> So I can't specify exactly the number?
Nathan Latka
03:51I'm looking for an average, just so you can understand if you're mid market enterprise, SMB, etc.
Gil Perry
04:00>> So it's... We are talking about hundreds of thousands, but it really depends on the scale. There can be a customer that is small, it's a startup, and it can be... Now we are launching soon with the big social network, so it's huge.
Nathan Latka
04:16I understand that, but you also under... I mean, average is math. You take all your revenue divided by all your customers, you get an average. I'm just trying to understand, Waleed, so it's fair to say your average is probably somewhere in that $100,000 per year range, something
Gil Perry
04:26>> More than that. We can't specify the exact number.
Nathan Latka
04:31Okay. Then you're definitely in an enterprise sort of motion. You have an inside sales team selling this?
Gil Perry
04:37>> Yeah. We have inside sales, but recently, most of our traction and our customers are coming actually from basically
04:48>> companies calling us because of the great PR and the exposure we had with Deep Nostalgia.
Nathan Latka
04:55But let's go back real quick before we talk more about Deep Nostalgia. Day one. So it's 2017, you're getting into the business, it's launching. Where did you get your first customer from? Do you remember? Can you tell us that story?
First Customer: BlackRock and the Accelerator
Gil Perry
05:08>> Yeah, so back then it was a totally different business. We were selling our privacy solution. If I'm not mistaken, the first customer was BlackRock,
05:22>> a non Fortune 100 company,
05:27>> and we met them, basically we were in New York, together with the 8200 EISP accelerator, and they are sponsors of the Accelerator. We met them and met the CTO pretty fast. They wanted our product to process.
Nathan Latka
05:46So they were your first customer, you met them through your Accelerator in New York, and BlackRock was paying back then for basically your tool to help prevent and make sure that no BlackRock executives were... Their faces were being used in any deepfakes.
Gil Perry
06:00>> Basically, protection from face recognition. Yes.
Nathan Latka
06:03Got it. What does that mean from face recognition, like as they're walking around Downtown New York or as they're on their computer, someone's finding them through their webcam or what?
Gil Perry
06:11>> Everything. They have the photos of their employees, so if the photos are leaked, some of the photos are actually out there shown on the website, so no one will be able to use it to identify this employee once he's walking outside in the streets.
Nathan Latka
06:28I see. Okay. So BlackRock was first customer back in 2017, and then fast forward today, how many customers are you working with?
Current Customer Count
Gil Perry
06:36>> So quite a few customers. It's now growing very fast. Again, can't mention the specific number, because we are a private company, but I can tell you that in the past months we are closing quite a few deals, and we have hundreds of calls, companies that are interested in the product, mainly from the media and entertainment market.
Nathan Latka
07:06Can we put a range on the number customers? Are we talking 10 customers, 100 or 1,000 customers?
Gil Perry
07:14>> We are talking about dozens of customers.
Nathan Latka
07:18Okay, between ten and one hundred customers, highly focused on a core set of customers and focus is expanding ACV with them versus trying to go sign up thousands of new low ARPU customers?
Gil Perry
07:31>> Well, we are focusing on the big companies more.
Nathan Latka
07:35Okay, got it, which makes sense. Your first customer was BlackRock. Now, you come from a Fortune 500 sort of background, or did you launch this right Israeli of defenses?
Gil Perry
07:45>> So, no, the three founders we were in the IDF for a long time, and after that each one worked at a startup. So, for example, Eliran, the CTO, and myself, before D-ID, we worked at Meerkat, which later became Houseparty. So we developed the iOS and Android for Meerkat and Houseparty.
Nathan Latka
08:08Yep. Talk to me about the rest of your team. How many folks full time today?
Team Size and Engineering Headcount
Gil Perry
08:13>> So we are 24, mainly deep learning and computer vision experts.
Nathan Latka
08:20How many of them are engineers?
08:23So,
Gil Perry
08:25>> thirteen, fourteen are engineers.
Nathan Latka
08:28Heavy tech, yeah.
Gil Perry
08:29>> Yeah, and now we are growing fast. So, basically we are building a bigger sales team in The US and Israel, so we are now growing fast.
Nathan Latka
08:40What do you keep saying, you're growing fast and you're getting lots of calls and all this stuff, but it doesn't really mean much to me if we can't somehow quantify. What does growing fast mean to you?
Gil Perry
08:50>> Growing fast means that basically there is bigger demand,
08:58>> and we need to build teams for customer support, customer success, sales.
Nathan Latka
09:05What does the sales team look like? Mean, are there any quota carrying reps today?
Gil Perry
09:10>> Yeah, so we basically have a salesperson, biz dev, and several marketers.
Nathan Latka
09:17But only one? One salesperson right now? Yeah. Oh, interesting. Okay. So that's something where you will invest more time and energy and money over the next year, scaling out that AE to build out a team?
Gil Perry
09:28>> Yeah. It's very simple to sell and integrate our solution because it's a very simple SaaS API, but still, because of the demand, need to grow.
Nathan Latka
09:39Gil, have you have you done all this bootstrapped?
09:43Again? Have you bootstrapped the company or raised?
Funding History and Total Raised
Gil Perry
09:46>> No. We've raised 24,000,000.
Nathan Latka
09:49Come on, man. I was liking the story so much. I'm like, this is great. He's bootstrapped this. He's got dozens of customers, $200,000 ACVs. I'm like, this is impressive. And now you tell me you raised a bunch of money. Alright. So you raised money. Why'd you... When was the last round and why'd you raise it?
Last Round and Future Fundraising Plans
Gil Perry
10:05>> So the last round was about a year ago, and there was a demand, there were requests from investors, so we wanted to grow faster, so we raised the round. We thinking there are also requests now from investors, so we are looking maybe in the near future to do another round. If you
Nathan Latka
10:35do another round this year, how much would you potentially raise?
Gil Perry
10:40>> So we didn't decide yet, but it's going to be a bigger round, probably a few dozens of millions.
Nathan Latka
10:48What was the round that you raised last year? How much?
Gil Perry
10:52>> Last year was almost 14.
Nathan Latka
10:55Okay. And how how would you grade yourself on allocating that capital? Where did you spend it over the past twelve months?
Gil Perry
11:01>> So, mainly on improving the tech, mainly on the new offering that we have built, the AI face platform.
Nathan Latka
11:14So hiring engineers? Yeah. What do you think your year over year growth rate, what do you think that has to be in terms of revenue? What does that have to be for you to go out and raise a competitive round this year?
Gil Perry
11:28>> So we are good now if want to raise the round that we want.
Nathan Latka
11:36Anyone can say that, but raising capital, in my opinion, is not something to be celebrated. You're diluting yourself and you're becoming more of an employee for your VCs and the board that you're building. So, the question really is, again, much dilution are you willing to give up relative to how fast you've grown the company, faster growth, less dilution?
Gil Perry
11:57>> Yeah, so, you know, we can always progress and sell more, but today, the amount that we've sold and the amount that we are willing to dilute is enough. We are ready for another round.
Nathan Latka
12:13So what percent of the company are you willing to sell in your next round? I mean, are you trying to target like 10%, 20% more or less?
Gil Perry
12:22>> So, yeah, we're not giving these details, of course, but it really depends on the partner. Right? It's not if it's 10 or 20 or something in between, it depends if we're looking for a good, strong partner to join the team, not just an investor, and it's not about the money and the dilution, it's more about top tier one VC.
Nathan Latka
12:49Yep. What has growth been over the past twelve months?
Gil Perry
12:54>> Again, sorry?
Nathan Latka
12:55How fast did you guys grow over the past twelve months? Were you above 100% year over year?
Revenue Growth and New Product Performance
Gil Perry
13:01>> So we have, in the past twelve months, we changed totally. Basically, we entered a new market. So I'm calculating it from zero to
Nathan Latka
13:12very fast growth. Come on. Going from $1 to $3 of revenue is 300% month over month or year over year growth. That's ridiculous. Your investors that already put in 24,000,000, I don't think are saying the businesses were zero, right, eight months ago, nine months ago. How do you validate that with the board?
Gil Perry
13:33>> Basically, you know that everyone understands that we are now selling new offerings, and just from one of the customers, let's talk about Deep Nostalgia for a second.
Nathan Latka
13:49Sure.
Deep Nostalgia Success with MyHeritage
Gil Perry
13:50>> For a minute. In two months, with one customer, we got 80,000,000 animations.
14:01>> This is dozens of new dozens of basically millions of new customers that have joined this MyHeritage because of our product. This is a lot of success just for one of our customers. Their app, MyHeritage app, because of our technology, was first placed in the App Store, in the free apps, in 22 countries, above Facebook, TikTok,
Nathan Latka
14:31Instagram... But this your business. This is someone else's business and they're your customer. Correct?
Gil Perry
14:36>> I don't know. It's it's our business because we are receiving payments for the API calls.
Nathan Latka
14:41Yeah. But you don't own that company. They're just... They pay you for the API calls. There are no... That's like me saying, Tesla is a customer and they're the highest value. He's worth billions of dollars, so we're worth billions of dollars. It's a great thing. You don't own that equity over there.
Gil Perry
14:56>> Right, but basically I'm happy when my customers are happy.
Nathan Latka
15:01Well, of course, every founder is, but it's not your company. Right? So the question is, how much is that utility value worth to that customer? Are you making more money because you helped them rank so high? Right? You're getting more API calls.
Gil Perry
15:12>> Of course. Yeah. This this... All this success, it's not that, you know, Tesla are succeeding anyway. Right? But MyHeritage, this success is because of the use of our technology. So, and these are API calls to using our technology.
Nathan Latka
15:32And that's the main way you're capturing that value, is you just, you have a rate that you charge per number of calls and you upsell.
Gil Perry
15:38>> Exactly. So imagine, like, imagine this is one customer. So, for example, now soon we are going to sign with the big social network. So imagine how many API calls is that. So we are happy with with our current stuff.
Revenue From the New Platform and the Legacy Product
Nathan Latka
15:55So if you're starting off
15:55at zero just recently, I mean, when do you think you can break a million dollar run rate on this new product? Can you do that this year, or do you need more time?
Gil Perry
16:02>> Ah, yeah. Yeah. Yeah.
Nathan Latka
16:03You can do that this year? Yeah. We are. Did
16:09actually take the historical product to zero revenue or is there still lingering revenue from that that you're supporting?
Gil Perry
16:16>> No, we still have revenue from that product, but we are focusing on the new one because the differences here are higher than what you mentioned, basically. Yeah. We've crossed our goals for this year in the first, basically, very fast.
Nathan Latka
16:32I'm surprised you have demand to go raise, you cost it a couple of dozens of millions, 24, 30, I'm surprised you have demand from VCs, I want to plan another 24 to 36,000,000 on top of the 24 you've already raised if you started from zero and haven't broken a million on this new product line I didn't tell like how
Gil Perry
16:50>> much we sold until today.
Nathan Latka
Gil Perry
16:54>> didn't specify how much we sold until today.
Nathan Latka
16:57Well, said on the new product, can you break a million dollars in revenue this year and you said yes.
Gil Perry
17:03>> We might have crossed it already. So I don't want to get into the details of the specific numbers, but it's going well with the new product.
Famous Five: Books, Mentors and Tools
Nathan Latka
17:11Okay. Very well, Gil, look, I'm rooting for you. I hope it goes well. With that in mind, let's wrap up here the famous five. Number one, what's your favorite book?
Gil Perry
17:21>> No Rules Rules, the book about the Netflix culture. Number two, is
Nathan Latka
17:26there a CEO you're following or studying?
Gil Perry
17:29>> So maybe it's a bit corny, but Elon Musk, but I think I've been following him way before people, most of the people heard this name.
Nathan Latka
17:39Number three, what's your favorite online tool for building D-ID? Streamlit,
Gil Perry
17:44>> for building apps in Python for quick prototyping.
Nathan Latka
17:48Number four, how many hours of sleep are you getting every night?
Gil Perry
17:52>> I'm trying six hours, but usually it's much less.
Nathan Latka
17:59Your situation? Married, single, kiddos?
Gil Perry
18:02>> I'm single. I'm married to the startup, basically.
Nathan Latka
18:06Fair enough. Alright, and how old are you?
Gil Perry
18:08>> I'm 34.
Nathan Latka
18:0934. Last question. What's something you wish you knew when you were 20?
Gil Perry
18:16>> Basically, there are things that if you if you don't do them on time, you might not do them at all. For example, traveling. After the army, I traveled for nine months,
18:30>> and I wished I would have done much more than that.
Nathan Latka
18:35Well, our thoughts are with you. I know you're in Israel. Last night was a rough night, so sending you good energy. Thanks for making time for me. Guys, you just learned about D-ID, face recognition technology, launched back in 2017. They've raised $24,000,000 today to scale the business. They're serving dozens of customers. They have ACVs that are on average above 6 figures, so above $100,000 as they have an enterprise sales motion. 24 folks on the team, 14
18:56engineers, one sales rep as Gil looks to scale with his two co founders. Gil, thanks for taking us to the top.
Gil Perry
19:02>> Thanks, Nathan. Have a good day.
Nathan Latka
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