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Jan 6, 2023 · 23m · top-founders

He launched $1.2m ARR SaaS Tool out of $5m Agency. Here's the playbook.

Ramzi Nassar · 11m spoken Nathan Latka · 7m spoken
0:00 / 0:00

gold bands on the timeline = statements, start to end. Hover to read, click to jump. CC turns on captions

Digital agency founder Ramzi Nassar shares the playbook of how he leveraged Doe Media's client base and cash flow to incubate and scale Birdseye, an identity resolution SaaS tool, to $1.2 million in ARR.

How this conversation actually went

Every chapter scored 0–10 on four independent dynamics. Hover any point for the reasoning behind the score. Nathan holds 37.6% of the talking time here. How this is scored →

Nathan as informed peer 5.4 Guest teaching 2.0 Guest disagreement 1.3 Nathan pushing back 4.1
05100:0010:0020:000:37–4:40 · Nathan as informed peer 5/10 Episode Preview: Agency to SaaS Playbook Latka challenges the technical viability of identity resolution based merely on IP addresses, prompting Nassar to explain multi-factor device and audio/visual fingerprinting.4:41–6:53 · Nathan as informed peer 6/10 Navigating Privacy Compliance and Attribution Graphs Latka directly confronts Nassar on GDPR compliance and browser privacy restrictions, cutting through vague terminology to isolate how consumer and professional identities are linked.6:53–10:14 · Nathan as informed peer 7/10 Scaling Doe Media into a Multi-Million Dollar Agency Latka runs real-time financial math on Doe Media, calculating total fee take rates, gross revenue, operating margins, and agency revenue per employee ($166k across 30 staff).10:14–13:29 · Nathan as informed peer 5/10 Early Entrepreneurial Lessons and ThreadmeUp Collapse Latka pushes into Nassar's past business failure with ThreadmeUp, interrogating how a company claiming $17.5M in top-line revenue could spiral into bankruptcy.13:29–16:50 · Nathan as informed peer 5/10 Previous Exits: Fulfill, Swagify, and Soil and Clay Latka drills down on historical equity splits and deal sizes across Fulfill and Soil & Clay to quantify exact personal payout numbers.16:50–21:43 · Nathan as informed peer 7/10 Birdseye Business Model, Traction, and Cap Table Latka forces Nassar to clarify the distinction between unpaid commitments and paid software contracts, having him inspect his live spreadsheet to verify the 80 paying clients and $1.2M ARR run rate.21:43–22:31 · Nathan as informed peer 3/10 The Famous Five Rapid-Fire Questions A quick and cooperative Famous Five rapid-fire closing sequence covering books, mentors, and reflections.0:37–4:40 · Guest teaching 3/10 Episode Preview: Agency to SaaS Playbook Latka challenges the technical viability of identity resolution based merely on IP addresses, prompting Nassar to explain multi-factor device and audio/visual fingerprinting.4:41–6:53 · Guest teaching 3/10 Navigating Privacy Compliance and Attribution Graphs Latka directly confronts Nassar on GDPR compliance and browser privacy restrictions, cutting through vague terminology to isolate how consumer and professional identities are linked.6:53–10:14 · Guest teaching 2/10 Scaling Doe Media into a Multi-Million Dollar Agency Latka runs real-time financial math on Doe Media, calculating total fee take rates, gross revenue, operating margins, and agency revenue per employee ($166k across 30 staff).10:14–13:29 · Guest teaching 2/10 Early Entrepreneurial Lessons and ThreadmeUp Collapse Latka pushes into Nassar's past business failure with ThreadmeUp, interrogating how a company claiming $17.5M in top-line revenue could spiral into bankruptcy.13:29–16:50 · Guest teaching 2/10 Previous Exits: Fulfill, Swagify, and Soil and Clay Latka drills down on historical equity splits and deal sizes across Fulfill and Soil & Clay to quantify exact personal payout numbers.16:50–21:43 · Guest teaching 2/10 Birdseye Business Model, Traction, and Cap Table Latka forces Nassar to clarify the distinction between unpaid commitments and paid software contracts, having him inspect his live spreadsheet to verify the 80 paying clients and $1.2M ARR run rate.21:43–22:31 · Guest teaching 0/10 The Famous Five Rapid-Fire Questions A quick and cooperative Famous Five rapid-fire closing sequence covering books, mentors, and reflections.0:37–4:40 · Guest disagreement 1/10 Episode Preview: Agency to SaaS Playbook Latka challenges the technical viability of identity resolution based merely on IP addresses, prompting Nassar to explain multi-factor device and audio/visual fingerprinting.4:41–6:53 · Guest disagreement 2/10 Navigating Privacy Compliance and Attribution Graphs Latka directly confronts Nassar on GDPR compliance and browser privacy restrictions, cutting through vague terminology to isolate how consumer and professional identities are linked.6:53–10:14 · Guest disagreement 1/10 Scaling Doe Media into a Multi-Million Dollar Agency Latka runs real-time financial math on Doe Media, calculating total fee take rates, gross revenue, operating margins, and agency revenue per employee ($166k across 30 staff).10:14–13:29 · Guest disagreement 2/10 Early Entrepreneurial Lessons and ThreadmeUp Collapse Latka pushes into Nassar's past business failure with ThreadmeUp, interrogating how a company claiming $17.5M in top-line revenue could spiral into bankruptcy.13:29–16:50 · Guest disagreement 1/10 Previous Exits: Fulfill, Swagify, and Soil and Clay Latka drills down on historical equity splits and deal sizes across Fulfill and Soil & Clay to quantify exact personal payout numbers.16:50–21:43 · Guest disagreement 2/10 Birdseye Business Model, Traction, and Cap Table Latka forces Nassar to clarify the distinction between unpaid commitments and paid software contracts, having him inspect his live spreadsheet to verify the 80 paying clients and $1.2M ARR run rate.21:43–22:31 · Guest disagreement 0/10 The Famous Five Rapid-Fire Questions A quick and cooperative Famous Five rapid-fire closing sequence covering books, mentors, and reflections.0:37–4:40 · Nathan pushing back 4/10 Episode Preview: Agency to SaaS Playbook Latka challenges the technical viability of identity resolution based merely on IP addresses, prompting Nassar to explain multi-factor device and audio/visual fingerprinting.4:41–6:53 · Nathan pushing back 6/10 Navigating Privacy Compliance and Attribution Graphs Latka directly confronts Nassar on GDPR compliance and browser privacy restrictions, cutting through vague terminology to isolate how consumer and professional identities are linked.6:53–10:14 · Nathan pushing back 3/10 Scaling Doe Media into a Multi-Million Dollar Agency Latka runs real-time financial math on Doe Media, calculating total fee take rates, gross revenue, operating margins, and agency revenue per employee ($166k across 30 staff).10:14–13:29 · Nathan pushing back 5/10 Early Entrepreneurial Lessons and ThreadmeUp Collapse Latka pushes into Nassar's past business failure with ThreadmeUp, interrogating how a company claiming $17.5M in top-line revenue could spiral into bankruptcy.13:29–16:50 · Nathan pushing back 4/10 Previous Exits: Fulfill, Swagify, and Soil and Clay Latka drills down on historical equity splits and deal sizes across Fulfill and Soil & Clay to quantify exact personal payout numbers.16:50–21:43 · Nathan pushing back 6/10 Birdseye Business Model, Traction, and Cap Table Latka forces Nassar to clarify the distinction between unpaid commitments and paid software contracts, having him inspect his live spreadsheet to verify the 80 paying clients and $1.2M ARR run rate.21:43–22:31 · Nathan pushing back 1/10 The Famous Five Rapid-Fire Questions A quick and cooperative Famous Five rapid-fire closing sequence covering books, mentors, and reflections.

speaking balance: gold is Nathan, purple is the guest (3 minute bins)

0:00 · Nathan 64.8% · guest 35.2%0:00 · Nathan 64.8% · guest 35.2%3:00 · Nathan 15% · guest 85%3:00 · Nathan 15% · guest 85%6:00 · Nathan 34.9% · guest 65.1%6:00 · Nathan 34.9% · guest 65.1%9:00 · Nathan 17.1% · guest 82.9%9:00 · Nathan 17.1% · guest 82.9%12:00 · Nathan 34.5% · guest 65.5%12:00 · Nathan 34.5% · guest 65.5%15:00 · Nathan 35% · guest 65%15:00 · Nathan 35% · guest 65%18:00 · Nathan 43.7% · guest 56.3%18:00 · Nathan 43.7% · guest 56.3%21:00 · Nathan 66.8% · guest 33.2%21:00 · Nathan 66.8% · guest 33.2%
Sharpest disagreement ▶ 12:41 Defending against vanity revenue claims

Nassar firmly pushes back on the implication that ThreadmeUp's $17.5M was fake revenue, arguing that physical manufacturing margins and vertical integration collapsed the model.

 Hardest push from Nathan ▶ 19:00 Demanding actual closed ARR numbers

Latka demands that Nassar check his live sheet to separate soft verbal agency interest from verified, signed, paying software contracts for Birdseye.

 Biggest teaching moment ▶ 3:46 Explaining deep device fingerprinting signals

Nassar educates Latka on modern identity stitching, outlining signals like screen resolution, audio fingerprinting, and MAIDs beyond simple IP lookups.

 Nathan holds their own ▶ 8:25 Breaking down agency revenue per employee

Latka instantly computes Doe Media's revenue per head ($166k across 30 employees) from the $5M gross revenue figure and benchmarks its health against standard agency margins.
the scores for every segment, with the reasoning behind each
ChapterTopicNathan as informed peerGuest teachingGuest disagreementNathan pushing backWhy
Episode Preview: Agency to SaaS Playbook 5314 Latka challenges the technical viability of identity resolution based merely on IP addresses, prompting Nassar to explain multi-factor device and audio/visual fingerprinting.
Navigating Privacy Compliance and Attribution Graphs 6326 Latka directly confronts Nassar on GDPR compliance and browser privacy restrictions, cutting through vague terminology to isolate how consumer and professional identities are linked.
Scaling Doe Media into a Multi-Million Dollar Agency 7213 Latka runs real-time financial math on Doe Media, calculating total fee take rates, gross revenue, operating margins, and agency revenue per employee ($166k across 30 staff).
Early Entrepreneurial Lessons and ThreadmeUp Collapse 5225 Latka pushes into Nassar's past business failure with ThreadmeUp, interrogating how a company claiming $17.5M in top-line revenue could spiral into bankruptcy.
Previous Exits: Fulfill, Swagify, and Soil and Clay 5214 Latka drills down on historical equity splits and deal sizes across Fulfill and Soil & Clay to quantify exact personal payout numbers.
Birdseye Business Model, Traction, and Cap Table 7226 Latka forces Nassar to clarify the distinction between unpaid commitments and paid software contracts, having him inspect his live spreadsheet to verify the 80 paying clients and $1.2M ARR run rate.
The Famous Five Rapid-Fire Questions 3001 A quick and cooperative Famous Five rapid-fire closing sequence covering books, mentors, and reflections.

Statements from this episode (13)

Disclosure
Nassar: Birdseye Recaptures Web Visitor Data Missed by Major Ad Pixels
“What we do is we de-anonymize anonymous web traffic, we turn them into powerful retargeting audiences, and we basically recapture a lot of lost data that we've been trusting, you know, the Facebook Pixel, TikTok Pixel, Google Tag Manager, et cetera, to pick up”
Ramzi Nassar Jan 6, 2023 ▶ 2:07
Opinion
Latka: IP-to-Email Web Visitor Identity Tools Are Rarely Accurate
“I mean, I've tested a bunch of these tools where it basically says, you know, Hey, Nathan, we'll give you the email, the person on your site from their IP address. They don't even have to create an account. That way you can email them and get them to like sign…”
Nathan Latka Jan 6, 2023 ▶ 2:49
Disclosure
Nassar: Birdseye Uses Multi-Factor Fingerprinting Beyond Just IP Addresses
“What we're doing, you know, differently is we're building a fingerprinting technology, so it's a little bit more complex than just an IP address. There are more things that we gather upon the website login or visit.”
Ramzi Nassar Jan 6, 2023 ▶ 3:30
Assertion Contradicted
Nassar: Clearbit and Seamless.ai Miss Professional-to-Consumer Links
“You know, rocket reach seamless.ai clear bit. There's several of them that exist out there. And a lot of them use the same kind of waterfall of vendors that exists, but what they're not doing is they're not tying the professional profile with the consumer prof…”
Ramzi Nassar Jan 6, 2023 ▶ 5:18
Assertion Not checkable as stated
Birdseye De-Anonymizes 50% of Web Traffic Without Exposing Raw Emails
“Right now we're averaging at around 50% of de-anonymized traffic, but for the consumers, we are not giving you their email addresses.”
Ramzi Nassar Jan 6, 2023 ▶ 6:02
Assertion Not checkable as stated
Doe Media Generated $600M for Clients Excluding Alibaba
“And we generated around six hundred million, excluding our newest and largest client, Alibaba.”
Ramzi Nassar Jan 6, 2023 ▶ 7:53
Assertion Not checkable as stated
Doe Media Operates at 50% to 55% Profit Margins
“We're operating at about a 50, 55% margin.”
Ramzi Nassar Jan 6, 2023 ▶ 8:43
Assertion Not checkable as stated
Swagify Generates Approximately $25M in Annual Revenue
“We did that, that one does about twenty five million dollars a year.”
Ramzi Nassar Jan 6, 2023 ▶ 11:16
Assertion Not checkable as stated
Thread Me Up Reached $17.5M Revenue Within Three Years
“Thread me up. Took it to like 17 and a half million dollars in about a little under three years.”
Ramzi Nassar Jan 6, 2023 ▶ 12:15
Disclosure
Bootstrapped App Fulfill Sold to Swagify for Over $1 Million
“He doesn't want us to disclose that information, but it was north of seven figures.”
Ramzi Nassar Jan 6, 2023 ▶ 14:31
Disclosure
Nassar Personally Lost Over $350,000 on His Startup ThreadMeUp
“On ThreadMeUp, I lost personally like over 350,000 dollars.”
Ramzi Nassar Jan 6, 2023 ▶ 15:15
Prediction Not checkable as stated
Nassar Projects Birdseye Will Reach $20M Revenue by Year Three
“In, in that first year after it's built, eight million year two, and then twenty-ish million year three and beyond.”
Ramzi Nassar Jan 6, 2023 ▶ 18:02
Assertion Not checkable as stated
Birdseye Has Reached a $1.2M Annual Revenue Run Rate
“Around 1.2 million.”
Ramzi Nassar Jan 6, 2023 ▶ 19:09
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