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Is your AI writing stack actually working?
Already using AI writing tools? Run them through the NGS framework and get a scored audit in 60 seconds.
NGS-scored combinations
AI Tool Stacks: Curated by Persona, Scored by NGS
Every slot maps to a scored NGS archetype. Composition is derived from persona scoring weights — not editorial opinion.
Every slot = top NGS scorer in its archetype
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Scores weighted by persona — not averaged
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8-pillar benchmark — same methodology sitewide
Not sure which stack fits?
Answer 6 questions and get your exact stack.
The Tool Finder quiz uses the same NGS scoring logic to match your workflow, budget, and goals to the right archetype combination.
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NxtGen Scoring System (NGS)
— 6 archetypes, 8 scoring pillars, weighted by persona. When tools are tested and scored, the top NGS scorer in each archetype slot becomes the recommended tool for that position.
- Our Scoring System
Data-driven ratings.
No bias. No guessing.
Every NGS score is the mathematical output of 8 performance pillars, weighted differently per persona. No editorial override. No affiliate bias.
- Output Quality
- Accuracy
- Depth/SEO Features
- Pricing Value
- Ease of Use
- Speed
- Integrations
- Accessibility