
Arzule
https://www.arzule.comGong for ecosystem driven growth
Arzule is an AI-native ecosystem revenue platform for B2B SaaS teams, starting with partnerships. Arzule uses a quantitative approach to estimate ecosystem revenue impact by combining CRM deal outcomes with ecosystem signals such as shared customers, integrations, partner referrals, and co-selling activity. Using probabilistic regression models and influence chains across the ecosystem graph, Arzule estimates how much each partner or integration increases the likelihood of pipeline creation and deal conversion. This allows teams to prioritize the partnerships most likely to generate measurable revenue. Beyond attribution, Arzule structures and manages the entire partnership lifecycle from identifying the right partners, to prioritizing based on revenue potential, to activating and scaling those relationships. Using always-on AI agents and proprietary data, Arzule builds dynamic profiles of companies and predicts which opportunities will drive measurable revenue, when to engage, and how to structure each relationship for maximum impact. It also optimizes execution through automated outreach, partner coordination, and performance tracking, ensuring every partnership and ecosystem motion is tied to clear ROI.
Total Open and Closed Positions
Total open positions, and positions newly closed since the previous update
Department Headcount Over Time
Open positions per department · top 6 at any point in the window
Newly Opened and Closed Positions
Position Churn Rate
Positions closed within 14 days of opening · a high rate suggests posting instability — duplicates, pulled listings, or roles filled through internal or off-market channels
Time-to-Fill Distribution
Days from open to close · closed positions only
Salary Trend Over Time
Monthly median base salary · USD · annualized · p25/p75 dashed
Salary Range by Department
Employment Type
Technical vs. Non-technical
Open positions · by department
Top Roles by Department
Seniority Mix
Derived from job title keywords
Equity Range by Department
Top Skills
Top Tech Stacks
Skills Trend
Change in share of postings · recent 3 months vs. prior 3 months
Tech Stack Evolution
Positions opened per month · top 5 technologies