Research Report

Autonomous Acquisition: Channel + Revenue Model

May 29, 2024|Project atlas-pro|Nyx Deep Research

Key Findings

The autonomous research pipeline now embeds data visualizations directly in the report. Numeric tables become charts; KPI tables become stat cards.

Adoption metrics

Metric Value
Conversion 4.2%
Avg CAC $38
Payback 2.1 mo
Gross margin 61%
4.2%
Conversion
$38
Avg CAC
2.1 mo
Payback
61%
Gross margin

Channel performance

Channel Signups Paid CAC
Paid search 320 41
Paid social 540 33
Organic/SEO 880 6
Reddit 410 11
Affiliate 190 22
SignupsPaid CAC
02505007501,000Paid search · Signups: 320320Paid search · Paid CAC: 4141Paid social · Signups: 540540Paid social · Paid CAC: 3333Organic/SEO · Signups: 880880Organic/SEO · Paid CAC: 66Reddit · Signups: 410410Reddit · Paid CAC: 1111Affiliate · Signups: 190190Affiliate · Paid CAC: 2222Paid searchPaid socialOrganic/SEORedditAffiliate
Signups and Paid CAC

Revenue trajectory

Month MRR
2026-01 1200
2026-02 2600
2026-03 4900
2026-04 8100
2026-05 13400
2026-06 21000
012,50025,00037,50050,0002026-01 · MRR: 1,2002026-02 · MRR: 2,6002026-03 · MRR: 4,9002026-04 · MRR: 8,1002026-05 · MRR: 13,4002026-06 · MRR: 21,0002026-012026-022026-032026-042026-052026-06
MRR

Stack

Tool Purpose
Cloudflare Workers hosting
Nyx orchestration

Sources

  1. 1 Channel benchmark report 2026 example.com
  2. 2 HN discussion on programmatic SEO news.ycombinator.com