← Back to browse

Abstract

by Greg RaffnerLaunched 2021-04-01via Nathan Latka Podcast
SaaSseosubscriptionexisting-tool-frustration
MRR$178k/mo
Growthseo
Time to PMF3 weeks
Pricingsubscription
Built in12 months
The Spark

Greg Raffner was working as an account executive at Acton Software when the company adopted Gong, one of the first handful of users of the conversation intelligence platform back around 2014-2015. He fell in love with how technology enabled his sales success. But he quickly realized Gong's limitation: as one of his future customers would later describe it, "Gong is like finding the black box after the plane's already gone down. It tells you what went wrong, but does nothing to actually stop losing the opportunity." Greg had a vision: what if conversation intelligence could be real-time? What if it could tell you what to say *during* the call, not after you'd already lost the deal?

Building the First Version

In early March 2020, Greg convinced his wife to let him withdraw $60,000 from their family savings. His wife was pregnant with their first son at the time, and they were planning a second child—so this wasn't play money. It was genuinely stressful. "If I lost it, we lost our cushion. That risk potentially had my wife go back to work and not be able to take care of our children," he said. He spent about a year building the MVP with help from a technical co-founder he found on CoFounders Lab, John Bunting from Nebraska, plus a development team in Indonesia via Be So Studio. He also raised a small friends-and-family angel round of $130,000 at a $4M valuation cap from local Arizona investors.

Abstract launched on April 1st, 2021. The team expected to give it to beta users and wait until October or November before seeing any revenue. Instead, they closed their first paying customer three weeks later—completely unexpected.

What Worked (and What Didn't)

Greg's background in sales and marketing shaped his go-to-market strategy. Rather than relying on outbound cold email or paid ads, he and his small team built an "inbound marketing machine" by investing heavily in SEO-optimized content. Two years before launch, Greg hired Claire Dobson—the wife of one of his best friends—as Director of Marketing from an agency background. He also connected with two self-proclaimed Google algorithm nerds in India through LinkedIn outreach, paying them just $1,000 a month combined to monitor Google's algorithm changes and optimize his content strategy.

The playbook worked with surgical precision. Rather than churning out hundreds of long-form blog posts, Abstract created roughly 60 targeted blog posts, 40+ podcasts, and smart landing pages optimized with great headlines, images, H1 tags, and embedded videos. They focused intensely on three to four high-intent keywords: "real-time call coaching software," "call coaching software," "conversational intelligence software," and "sales coaching software." Within a few months, Abstract had outranked Gong itself for "conversational intelligence software." By December 2021, just 8 months after launch, Greg raised a seed round of roughly $500,000 (later boosted by a $120,000 prize from winning the Startup Showdown competition hosted by Panoramic Ventures in Atlanta), keeping the $4M valuation cap.

Where They Are Now

In the interview (conducted roughly 4-5 months after the December 2021 seed round), Abstract was serving 113 customers at $100 per user per month, with an average customer buying 15-16 seats—generating $178,000 in monthly recurring revenue, or $2.1M in annualized run rate. This represented explosive growth: in December 2021, they had just $60,000 in ARR. By the time of the interview, they'd added nearly all their revenue in the past 4-5 months.

Greg had kept the team lean: just 2 full-time employees in the US (including Claire on marketing), plus contractors in India ($1,000/month for the SEO team) and Indonesia ($12,000-$25,000/month for the development studio). His capital efficiency was remarkable—only $630,000 raised to drive a $2.1M run rate, with minimal dilution because he'd used equity instead of just cash to incentivize partners. He credited his success to one piece of advice he'd give any founder: "Put your ego aside, understand where your gaps are, find people better than you, and get out of their way."

Similar Companies

247.ai

$25.0M/mo

247.ai, founded by PV Cannon in 2000, is an AI-powered customer service automation platform serving over 150 enterprise customers with $300M+ in ARR. The company raised only $20M from Sequoia (2003) and bootstrap, achieving 10% net profit margins while maintaining a 12-month CAC payback period and 100% net revenue retention. Despite a security breach setback around 2018, 247.ai has recovered and recently achieved 20% new revenue booking growth in their best quarter.

Active Campaign

$4.2M/mo

Active Campaign started in 2003 as an on-premise email marketing solution built by Jason Vanderboom to fund his fine arts degree. After 10 years and 8 employees generating a couple million in revenue, he transitioned to a SaaS model starting at $9/month. The company now has over 60,000 customers generating over $50 million annually and employs 330 people, growing primarily through organic adoption, partnerships, and focus on the SMB market despite pressure to move upmarket.

Ahrefs

$3.3M/mo

Ahrefs is a bootstrapped SaaS company providing SEO and backlink analysis tools, currently generating over $40M ARR with 45 employees. After joining in 2015, Tim Solo transformed the blog from 15,000 to 250,000+ monthly Google visitors by shifting from publishing what they wanted to write about to targeting keywords people actually search for, creating high-quality content with direct product integration, and continuously updating articles to accumulate backlinks. The company breaks conventional marketing wisdom by not using customer personas, growth hacks, or detailed analytics—instead focusing entirely on product quality and audience education through blog content.

NutriSense

$3.3M/mo

NutriSense is a direct-to-consumer metabolic health platform that pairs continuous glucose monitoring devices with proprietary software analytics and dietitian coaching. Launched in September 2019 with pre-sales in keto and Oura Ring Facebook groups, the company grew from under $1M MRR a year ago to $3.3M MRR today (3x growth), with 15,000-16,000 active paying customers and 170 employees. The business has raised $32M in funding across multiple rounds since a $250K seed in early 2020.

Solides

$2.6M/mo

Solides is the leading HR tech platform for small and medium companies in Brazil, providing talent management software for hiring, development, and retention. Founded in 2010 but pivoted to a subscription model in 2015, the company achieved $31.2M ARR as of March 2023 (100% growth YoY) with 20,000 paying customers managing close to 2 million employees. Alessandro Garcia raised a $100M Series B at an $800M valuation in 2022 and is targeting a $60M run rate by end of 2023, with plans to IPO once reaching $200M in revenue.

Related Guides