The agent pulls ranking data from Google Search Console and third-party rank tracking tools to build a complete picture of where every page in your content library stands today — position by keyword, impression volume, CTR, and organic traffic trend over 12 months. Pages are segmented into performance tiers: top performers holding positions 1–3, mid-pack pages stuck in positions 4–20 with high update ROI potential, and declining pages that peaked and are now losing ground. The historical trend view is critical — a page in position 8 trending upward is a different priority than a page in position 8 with six months of continuous decline.

Keyword cannibalization is one of the most common and most overlooked SEO problems at scale — two or more pages competing for the same query, splitting ranking signals and confusing search engines about which page to surface. The agent scans the full content library for pages with keyword overlap above configurable thresholds, maps cannibalization clusters, and identifies which page in each cluster has the strongest authority signals to be the canonical winner. For each cannibalization cluster, the agent recommends whether to consolidate, redirect, or differentiate — and which page should absorb the others' link equity rather than starting from scratch.

Rankings and traffic tell you the outcome. Content quality scoring tells you why — and what to do about it. The agent evaluates each page against signals correlated with ranking performance: word count versus SERP benchmark for the query, heading structure, internal link count, last updated date, image alt text coverage, and on-page schema. Pages are scored on a 100-point quality index, with individual sub-scores for depth, freshness, structure, and E-E-A-T signals. A page scoring 43/100 on freshness but 89/100 on depth needs a targeted update, not a full rewrite — and the agent's recommendations reflect that level of specificity so your content team knows exactly what to fix.

A content audit without a ranked action plan is just a spreadsheet that stresses people out. The agent synthesizes all signals — ranking position, traffic trend, quality score, cannibalization risk, and keyword opportunity — into a single prioritized action list ordered by estimated ROI. Each action item includes a specific recommendation (update, consolidate, redirect, retire, or expand), a difficulty estimate, a projected traffic impact range, and the specific changes needed. The output is designed to be handed directly to a content team or freelancer with enough context to execute without another briefing — not a high-level finding that requires a follow-up audit to translate into work.