What POV Density measures
POV Density is the ratio of assertion to explanation in a piece of content. Scored 0–20. Below 15 doesn’t ship.
Most agency content scores 5–8 — it’s well-written, well-researched, and completely interchangeable with every other page on the topic. High POV Density content takes positions, makes judgments, and forces the reader to agree or disagree. There is no “interesting” reaction. Only “I agree” or “convince me.”
The five scoring dimensions
Each dimension is scored 0–4:
- Assertion Density — How many clear, disagreeable claims does the piece make? A claim everyone agrees with isn’t an assertion. Count the positions that would make someone uncomfortable.
- Judgment:Explanation Ratio — Is 30%+ of the content judgment rather than background? If more than 70% is explanation, the piece informs but doesn’t direct.
- Tradeoff Clarity — Does the piece name what it’s optimized for and what it sacrifices? Every strategic position has a tradeoff. Naming it builds credibility. Hiding it signals generic thinking.
- Resolution Strength — Can you underline one sentence that answers “so what should I do?” If the resolution is vague (“consider your options”), the piece doesn’t resolve. It stalls.
- AI Survivability — If an AI summarizes this piece in 3 sentences, does the POV survive? If the summary could apply to any piece on the topic, the POV isn’t distinctive enough.
Why 70% wouldn’t ship
Run the POV Density scanner on your published content. Most companies discover that the majority of their library is explanation-heavy, assertion-light, and functionally interchangeable with competitors. This isn’t a quality problem — it’s a strategy problem. The content was produced to cover topics, not to take positions.
The operational implication
POV Density is a production gate, not a post-publish metric. Score before publishing. Kill anything below 15/20 before it reaches your site. The discipline of not publishing weak content is more valuable than the discipline of publishing frequently.