Before writing a single line of code, Roman sent ~20,000 cold emails to businesses across the USA and multiple industries offering "high-intent leads" for $200–$300/month, with a money-back guarantee. He got on calls, closed customers, then manually delivered leads by having people search LinkedIn for relevant profiles (e.g., searching "dental clinic nurse" to find commenters), extracting contact info, and emailing the lead lists. He and his co-founder did this manually, then hired Fiverr workers with a detailed blueprint to scale fulfillment. This generated $7,000 MRR before any product was built. Once too many customers made manual delivery unmanageable, they paused sales, rebuilt everything as an automated platform, and re-launched as Goji Berry V3. The prior two versions (a UGC AI tool that hit $500 MRR and a Fireflies-style meeting notetaker) both failed to gain traction and were shut down quickly. The initial customer base came almost entirely from cold outreach — Roman targeted the whole world, focused on businesses that would benefit from better leads, and leveraged his prior experience running outreach for Coco AI to identify high-intent prospects (e.g., people commenting on LinkedIn posts about WhatsApp marketing or email marketing).
Goji Berry
AI-powered GTM copilot that finds and delivers high-intent outreach leads
7 moves, in order
- Pre launch (Sell Before Build)Cold email mass outreach
Sent ~20,000 cold emails to businesses globally offering 100–200 high-intent leads per month for $200–$300/month with a refund guarantee. No product existed. Closed paying customers on calls, then manually fulfilled lead lists using LinkedIn searches and Fiverr workers following a blueprint.
$7,000 MRR before writing a single line of codeMRR $7.0k - Month 1 (Post launch)Cold email and linkedin outreach
Ran 5,500 outbound messages per day across 5 LinkedIn accounts (using Goji AI) and multiple email inboxes (using Instantly AI). Targeted Shopify store owners and sales professionals. Instead of asking for demos, offered a 10-page value-packed 'blueprint' with a soft booking link at the end, driving most traffic directly to free trial.
60–70% close rate on demos; grew to $33,000 MRR in ~4 monthsMRR $33k - Months 1–2 (Inbound Content)Reddit posts
Posted 3x per week across ~10 SaaS subreddits, always telling stories backed by proof with a link to Goji Berry. Examples: YC rejection story with proof, influencer campaign breakdown with full playbook and budget. Used a WhatsApp group of friends to upvote each post immediately to hit 10 upvotes fast and trigger algorithmic distribution.
~11 million impressions on Reddit in 4 months; tens of thousands of website visitors - Months 2–3 (Paid Visibility / Social Proof)Trustmrr ad placement
Bought an ad spot on TrustMRR (a SaaS revenue leaderboard site). Knew that even if the ad didn't convert directly, posting about it on X could generate visibility — and if the TrustMRR founder retweeted, it would be a jackpot. The founder retweeted twice.
50–200 visitors/day from the ad; profitable; two retweets from TrustMRR founder drove significant leads and customers - Months 2–4 (Influencer Sponsorships)Linkedin influencer sponsorships
Reached out to French LinkedIn influencers (leveraging existing network) and paid for sponsored posts. Identified influencer candidates by searching keywords and checking who competitors were sponsoring. Negotiated prices down by 50% or doubled post count. One viral post could cover entire spend.
More profitable than newsletter sponsorships; one or two customers from a single post could pay back the full spend - Ongoing (Affiliate Program)Affiliate program
Launched a 30% lifetime commission affiliate program promoted via email list and X. Provided affiliates with a kit of videos, text templates, and step-by-step instructions. Planned to increase commission progressively to 40%, 50%, then 60% to drive more affiliate promotion.
10–15% of revenue from affiliates - Months 3–6 (Multi channel Expansion)Twitter x and seo and youtube
Systematically added new distribution channels one at a time after validating each prior one: X (Twitter), SEO, YouTube, newsletter sponsorships, and most recently Threads. Posted growth stories and experiments on X to build audience. Strategy: start a channel, understand it, reduce time on it, then add the next one.
Grew to $50,000 MRR in 6 months with ~500 customersMRR $50k Users 500 users
Prior exit from Coco AI (a Shopify WhatsApp marketing app grown to $500K ARR and sold 7 figures) gave Roman capital to invest in paid channels, influencers, and tooling from day one. He also had 5+ years of hands-on cold outreach experience and a co-founder with an established affiliate/course audience totaling ~$2.5M in personal revenue shown on TrustMRR, lending social proof. He was also the core user of his own product.
cold_email_and_linkedin_outreach
Goji Berry V1 (AI UGC tool) hit only $500 MRR with no conviction and was shut down. Goji Berry V2 (meeting notetaker, Fireflies clone) was built in 2 weeks but was "really really hard to sell" and abandoned. Paid influencers who turned out to be fake lost some money. Newsletter sponsorships were "okay" but not incredible — only profitable over 2–3 months and hard to attribute. Acquire.com and Flippa were tried for the Coco AI exit but offered only 1/4 to 1/3 of eventual sale price due to lack of 1-year revenue history.