Guides building a holistic SEO data analysis system. Covers four core metrics (indexing, traffic, keywords, backlinks), benchmark setup, article database, tool selection, traffic diversification, penalty recovery, and work document management.
When invoking: On first use, if helpful, open with 1-2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output.
MetricPurposeData SourcePages indexed / not indexedCoverage; early focus: all target pages indexedGSC, site: command, SEO toolsKeyword count per pageMore keywords = more potential trafficSEO toolsIndex coverageTarget pages indexed; functional pages findableGSC, site: command
Early priority: Ensure all pages that need to rank are indexed.
MetricPurposeData SourceTotal trafficGrowth; keyword relevance (irrelevant traffic has little value)GA4, SEO toolsSubdirectory trafficPer-section performance; concentration vs dispersionSEO tools, GA4Competitive comparisonOrganic, keyword traffic, total clicks vs competitorsSEO toolsOrganic by page / countryGranular breakdownGA4, GSC
MetricPurposeData SourceRank changesTarget keyword movementGSC, SEO toolsKeyword countNew gains / losses per pageSEO tools, GSC
MetricPurposeData SourceReferring domains vs backlinksRatio; directory links can be high volume but low valueSEO toolsBacklink qualityDo links drive traffic? Low ROI = deprioritizeSEO tools, GA4 (referral)
Location: GA4 > Reports > Acquisition > Traffic acquisition
Tip: Add CTA events on key articles to track content ROI (see analytics-tracking).
Track per-article performance to find high/low patterns:
FieldUseURL, publish date, target keywordsContent metadataIndex status, rank, traffic, backlinksPerformancevs benchmark or competitorsContext
Use to guide topic selection, optimization, and resource allocation.
Tool examples are illustrative; no endorsement implied.
UseToolsPrecise attributionGA4, GSC, Bing Webmaster, Yandex WebmasterVisit analyticsAnalytics platforms (e.g. Umami, Plausible)Third-party estimatesSEO toolsSEO dataSEO tools
Attribution config:
Choose by privacy, cost, and team workflow.
PrincipleGuidelineSearch shareKeep organic search below ~75% of totalHealthHigher direct + referral share = healthierBrand sitesDiversified traffic is common for strong brandsNon-brandPossible without brand (e.g., tool sites)ReputationSite/brand reputation matters; Google assessors evaluate itEngagementContent, email, social, free tools drive return visits
StepActionIdentifyWhich algorithm update caused the impactAnalyzeSite issues; draft fix planAssess costDecide if fixes are worth it; sometimes abandoning is bestExecuteImplement changes; wait at least 3 months until next major updateParallelUse other channels for quality traffic; improve engagement data for GoogleData windowGoogle typically uses ~6 months of data for site qualityRecoveryOutcome is uncertain; do what you can, then wait
MetricSourceNotesTotal sessionsGA4Channel shareGA4Channel absoluteGA4Country % and absoluteGA4Top pagesSEO toolsCompare with competitorsKey page trafficGA4Define "key pages" first
MetricSourceNotesPages per sessionGA4Use GA for own site; third-party for competitorsAvg session durationGA4Bounce rateGA4
MetricSourceNotesDomain authoritySEO toolsBacklinks, referring domainsSEO toolsTop referring domains by authoritySEO toolsImportant linksManual logTrack lossLink graphSEO toolsHealth checkNew quality links (self + competitors)SEO toolsOutreachIndexed pagesSEO toolsHigh-authority pages; internal linkingOutbound domainsSEO toolsPartnership opportunities
MetricSourceNotesKeyword countSEO toolsHow many keywords rank
MetricSourceNotesArticles publishedManualWeekly countPublished vs indexedGSCNew content indexingNew page trafficGA4Fresh content performance
CategoryMetricSourceNotesMonth 1Month 2TrafficTotal sessionsGA4TrafficChannel shareGA4EngagementPages per sessionGA4BacklinksReferring domainsSEO toolsContentArticles publishedManual
Adjust rows as needed.