See exactly where your ChatGPT and Claude visitors come from
Recurring revenue from AI referral tracking that Google Analytics doesn't capture.
Every artifact below transfers to your accounts on day one. The whole engine.
Custom scope to take Claude Traffic from MVP shell to operating business.
The TAM is grounded in measurable demand: 400k analytics-enabled websites need AI referral attribution that GA4 can't capture. The GTM is proven: content marketing targeting referral-traffic keywords attracts high-intent digital marketers and consultants at low CAC. Niche positioning creates defensibility, agency seat upsells compound LTV, and the playbook shows early traction. Market signals are clear.
The moat is thin: if GA4 or Cloudflare add native AI referral tracking, the value prop commoditizes overnight with no switching cost. Attribution is unreliable: ChatGPT, Claude, and Perplexity frequently strip HTTP referrers, degrading data quality and triggering 60-day churn when traffic volume is low. The true addressable market may be smaller than 400k sites. GA integrations move fast.
The ideal operator has deep digital marketing or SEO expertise and an existing audience of agencies or consultants. An agency founder launching a standalone SaaS product is ideal: existing customer relationships ease early sales, and domain intimacy accelerates product-market fit. A solo SaaS founder could succeed with strong distribution channels. GTM execution discipline and domain credibility are non-negotiable.
From contract signing to operating business.
Three ways in, depending on how much you want to build yourself.
Read the full buyer brief on every product in the catalog. All Fermi math, all agent specs, all sales kits, all skeptic memos. Cancel any time.
The full asset bundle transfers to your accounts. Brand, domain, landing, agent spec, financial model, sales kit, founder persona, video. You own it.
A Roll Digital chief operator builds Claude Traffic for you. AI-amplified: unlimited Claude + Codex tokens. What used to take weeks, days at our speed.