{
  "schemaVersion": 1,
  "id": "se-ranking-vs-scalenut",
  "products": [
    "se-ranking",
    "scalenut"
  ],
  "conclusion": "SE Ranking and Scalenut are closely matched for core workflows. Both offer a trial; both support site audit, keyword research, rank tracking, and technical seo. SE Ranking has confirmed API access. Scalenut has confirmed keyword difficulty and keyword clustering. Monthly price is £76 for SE Ranking and $24 for Scalenut.",
  "decisionPoints": [
    {
      "path": "pricing.startingPrice",
      "importance": 9,
      "kind": "value-difference",
      "text": "Monthly price is £76 for SE Ranking and $24 for Scalenut."
    },
    {
      "path": "technical.api",
      "importance": 8,
      "kind": "evidence-gap",
      "text": "SE Ranking has confirmed API access; API access is not yet confirmed for Scalenut."
    },
    {
      "path": "vertical.keywordDifficulty",
      "importance": 7,
      "kind": "evidence-gap",
      "text": "Scalenut has confirmed keyword difficulty; keyword difficulty is not yet confirmed for SE Ranking."
    },
    {
      "path": "vertical.keywordClustering",
      "importance": 7,
      "kind": "evidence-gap",
      "text": "Scalenut has confirmed keyword clustering; keyword clustering is not yet confirmed for SE Ranking."
    }
  ],
  "sharedStrengths": [
    {
      "path": "pricing.trial",
      "label": "Free trial",
      "importance": 9
    },
    {
      "path": "vertical.siteAudit",
      "label": "Site audit",
      "importance": 8
    },
    {
      "path": "vertical.keywordResearch",
      "label": "Keyword research",
      "importance": 7
    },
    {
      "path": "vertical.rankTracking",
      "label": "Rank tracking",
      "importance": 7
    },
    {
      "path": "vertical.technicalSeo",
      "label": "Technical SEO",
      "importance": 7
    }
  ],
  "coverage": {
    "a": 83,
    "b": 67,
    "gap": 16
  },
  "facts": [
    {
      "path": "vertical.keywordResearch",
      "label": "Keyword research",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "se-ranking": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-a456e495756c4eee"
        ],
        "evidence": [
          {
            "sourceId": "ingest-a456e495756c4eee",
            "excerpt": "Expand your keyword list with similar, related and long-tail keywords",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      },
      "scalenut": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-2b0179ea0b0e0703"
        ],
        "evidence": [
          {
            "sourceId": "ingest-2b0179ea0b0e0703",
            "excerpt": "KEYWORD PLANNER Smart Content Planning",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      }
    },
    {
      "path": "vertical.keywordDifficulty",
      "label": "Keyword difficulty",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "se-ranking": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      },
      "scalenut": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-2b0179ea0b0e0703"
        ],
        "evidence": [
          {
            "sourceId": "ingest-2b0179ea0b0e0703",
            "excerpt": "keyword difficulty",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      }
    },
    {
      "path": "vertical.keywordClustering",
      "label": "Keyword clustering",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "se-ranking": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      },
      "scalenut": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-2b0179ea0b0e0703"
        ],
        "evidence": [
          {
            "sourceId": "ingest-2b0179ea0b0e0703",
            "excerpt": "Build powerful keyword clusters",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      }
    },
    {
      "path": "vertical.rankTracking",
      "label": "Rank tracking",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "se-ranking": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-a456e495756c4eee"
        ],
        "evidence": [
          {
            "sourceId": "ingest-a456e495756c4eee",
            "excerpt": "Track keyword rankings in any location, search engine and device with 100% accuracy",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      },
      "scalenut": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-2b0179ea0b0e0703"
        ],
        "evidence": [
          {
            "sourceId": "ingest-2b0179ea0b0e0703",
            "excerpt": "Track Real AI Visibility Brand mentions Historical trends Prompt coverage Competitor share",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      }
    },
    {
      "path": "vertical.backlinkAnalysis",
      "label": "Backlink analysis",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "se-ranking": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-a456e495756c4eee"
        ],
        "evidence": [
          {
            "sourceId": "ingest-a456e495756c4eee",
            "excerpt": "Analyze referring domains, linking pages, anchor texts",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      },
      "scalenut": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "vertical.backlinkMonitoring",
      "label": "Backlink monitoring",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "se-ranking": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-a456e495756c4eee"
        ],
        "evidence": [
          {
            "sourceId": "ingest-a456e495756c4eee",
            "excerpt": "Keep an eye on the status of every backlink related to your site",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      },
      "scalenut": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "vertical.siteAudit",
      "label": "Site audit",
      "group": "Security and compliance",
      "importance": 8,
      "includeInCoverage": true,
      "se-ranking": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-a456e495756c4eee"
        ],
        "evidence": [
          {
            "sourceId": "ingest-a456e495756c4eee",
            "excerpt": "Run Website Audit to find every crucial and minor issue that’s holding your site back from top ranking spots",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      },
      "scalenut": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-2b0179ea0b0e0703"
        ],
        "evidence": [
          {
            "sourceId": "ingest-2b0179ea0b0e0703",
            "excerpt": "Can I audit both my new and existing content? Yes",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      }
    },
    {
      "path": "vertical.technicalSeo",
      "label": "Technical SEO",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "se-ranking": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-a456e495756c4eee"
        ],
        "evidence": [
          {
            "sourceId": "ingest-a456e495756c4eee",
            "excerpt": "Website Audit Make search engines fall in love with your site",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      },
      "scalenut": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-2b0179ea0b0e0703"
        ],
        "evidence": [
          {
            "sourceId": "ingest-2b0179ea0b0e0703",
            "excerpt": "On-Pro Page Streamline your on-page SEO: Audit, fix, and deploy",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      }
    },
    {
      "path": "vertical.competitorAnalysis",
      "label": "Competitor analysis",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "se-ranking": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-a456e495756c4eee"
        ],
        "evidence": [
          {
            "sourceId": "ingest-a456e495756c4eee",
            "excerpt": "View your competitors’ website traffic dynamics in organic and paid campaigns",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      },
      "scalenut": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-2b0179ea0b0e0703"
        ],
        "evidence": [
          {
            "sourceId": "ingest-2b0179ea0b0e0703",
            "excerpt": "Can you research competition outlines from within the cruise mode? Yes",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      }
    },
    {
      "path": "vertical.serpAnalysis",
      "label": "SERP analysis",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "se-ranking": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-a456e495756c4eee"
        ],
        "evidence": [
          {
            "sourceId": "ingest-a456e495756c4eee",
            "excerpt": "Analyze the top 100 search results for any keyword along with their dynamics",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      },
      "scalenut": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-2b0179ea0b0e0703"
        ],
        "evidence": [
          {
            "sourceId": "ingest-2b0179ea0b0e0703",
            "excerpt": "SERP statistics are factual data found from the top 30 ranking articles on SERP",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      }
    },
    {
      "path": "vertical.contentOptimisation",
      "label": "Content optimisation",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "se-ranking": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-a456e495756c4eee"
        ],
        "evidence": [
          {
            "sourceId": "ingest-a456e495756c4eee",
            "excerpt": "See your content score (and your chances of ranking well) grow as you optimize your content directly in the editor",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      },
      "scalenut": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-2b0179ea0b0e0703"
        ],
        "evidence": [
          {
            "sourceId": "ingest-2b0179ea0b0e0703",
            "excerpt": "Content Optimizer For Maximum SEO Performance",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      }
    },
    {
      "path": "vertical.aiContentBriefs",
      "label": "AI content briefs",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "se-ranking": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-e14a2f246c3f87c2"
        ],
        "evidence": [
          {
            "sourceId": "ingest-e14a2f246c3f87c2",
            "excerpt": "Content brief generator Takes a domain and topic, runs keyword research, SERP analysis, competitor analysis, and returns a writer-ready brief with an AI Search angle included.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      },
      "scalenut": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-2b0179ea0b0e0703"
        ],
        "evidence": [
          {
            "sourceId": "ingest-2b0179ea0b0e0703",
            "excerpt": "Article Writer Brief Creation with Article Writer",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      }
    },
    {
      "path": "vertical.aiWriting",
      "label": "AI writing",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "se-ranking": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-a456e495756c4eee"
        ],
        "evidence": [
          {
            "sourceId": "ingest-a456e495756c4eee",
            "excerpt": "AI Writer",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      },
      "scalenut": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-2b0179ea0b0e0703"
        ],
        "evidence": [
          {
            "sourceId": "ingest-2b0179ea0b0e0703",
            "excerpt": "SEO WRITING Write a blog in <5 Minutes",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      }
    },
    {
      "path": "vertical.localSeo",
      "label": "Local SEO",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "se-ranking": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-a456e495756c4eee"
        ],
        "evidence": [
          {
            "sourceId": "ingest-a456e495756c4eee",
            "excerpt": "Manage all your Google Business profiles on a single tool",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      },
      "scalenut": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "vertical.googleBusinessProfileTools",
      "label": "Google Business Profile tools",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "se-ranking": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-a4dfd2a7799ed6ed"
        ],
        "evidence": [
          {
            "sourceId": "ingest-a4dfd2a7799ed6ed",
            "excerpt": "Google Business Profile Connect your GBP to SE Ranking and track how users find and interact with your local listing.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      },
      "scalenut": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "vertical.trackedKeywords",
      "label": "Tracked keywords",
      "group": "Capacity",
      "importance": 7,
      "includeInCoverage": true,
      "se-ranking": {
        "value": 2000,
        "status": "verified",
        "sourceIds": [
          "ingest-1acda1959abca479"
        ],
        "evidence": [
          {
            "sourceId": "ingest-1acda1959abca479",
            "excerpt": "2k keywords & 100 prompts to track daily",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      },
      "scalenut": {
        "value": 10,
        "status": "verified",
        "sourceIds": [
          "ingest-a5a79e1d0fd63a86"
        ],
        "evidence": [
          {
            "sourceId": "ingest-a5a79e1d0fd63a86",
            "excerpt": "Track up to 10 prompts",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      }
    },
    {
      "path": "vertical.projects",
      "label": "Projects",
      "group": "Capacity",
      "importance": 7,
      "includeInCoverage": true,
      "se-ranking": {
        "value": 10,
        "status": "verified",
        "sourceIds": [
          "ingest-1acda1959abca479"
        ],
        "evidence": [
          {
            "sourceId": "ingest-1acda1959abca479",
            "excerpt": "10 projects & 1 manager seat",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      },
      "scalenut": {
        "value": 1,
        "status": "verified",
        "sourceIds": [
          "ingest-a5a79e1d0fd63a86"
        ],
        "evidence": [
          {
            "sourceId": "ingest-a5a79e1d0fd63a86",
            "excerpt": "Create 1 workspace",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      }
    },
    {
      "path": "vertical.competitorLimits",
      "label": "Competitor limits",
      "group": "Capacity",
      "importance": 7,
      "includeInCoverage": true,
      "se-ranking": {
        "value": 5,
        "status": "verified",
        "sourceIds": [
          "ingest-1acda1959abca479"
        ],
        "evidence": [
          {
            "sourceId": "ingest-1acda1959abca479",
            "excerpt": "5 domains in GEO research",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      },
      "scalenut": {
        "value": 3,
        "status": "verified",
        "sourceIds": [
          "ingest-a5a79e1d0fd63a86"
        ],
        "evidence": [
          {
            "sourceId": "ingest-a5a79e1d0fd63a86",
            "excerpt": "3 competitors",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      }
    },
    {
      "path": "vertical.historicalData",
      "label": "Historical data",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "se-ranking": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-1acda1959abca479"
        ],
        "evidence": [
          {
            "sourceId": "ingest-1acda1959abca479",
            "excerpt": "Historical Data 6/mo All time",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      },
      "scalenut": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-2b0179ea0b0e0703"
        ],
        "evidence": [
          {
            "sourceId": "ingest-2b0179ea0b0e0703",
            "excerpt": "Historical trends",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      }
    },
    {
      "path": "vertical.searchVolumeData",
      "label": "Search volume data",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "se-ranking": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      },
      "scalenut": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-2b0179ea0b0e0703"
        ],
        "evidence": [
          {
            "sourceId": "ingest-2b0179ea0b0e0703",
            "excerpt": "The metrics include keywords a specific page is ranking for, traffic distribution, keyword difficulty, ranking trends, search volume, etc.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      }
    },
    {
      "path": "vertical.whiteLabelReports",
      "label": "White-label reports",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "se-ranking": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-a456e495756c4eee"
        ],
        "evidence": [
          {
            "sourceId": "ingest-a456e495756c4eee",
            "excerpt": "White Label Tailor SE Ranking platform to your brand.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      },
      "scalenut": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "vertical.teamSeats",
      "label": "Team seats",
      "group": "Capacity",
      "importance": 7,
      "includeInCoverage": true,
      "se-ranking": {
        "value": 1,
        "status": "verified",
        "sourceIds": [
          "ingest-1acda1959abca479"
        ],
        "evidence": [
          {
            "sourceId": "ingest-1acda1959abca479",
            "excerpt": "10 projects & 1 manager seat",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      },
      "scalenut": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "technical.api",
      "label": "API",
      "group": "Technical",
      "importance": 8,
      "includeInCoverage": true,
      "se-ranking": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-e14a2f246c3f87c2"
        ],
        "evidence": [
          {
            "sourceId": "ingest-e14a2f246c3f87c2",
            "excerpt": "One API for keywords, backlinks, domains, audits, AI search, and more.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-05"
      },
      "scalenut": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "vertical.googleSearchConsoleIntegration",
      "label": "Google Search Console integration",
      "group": "Integrations",
      "importance": 7,
      "includeInCoverage": true,
      "se-ranking": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-a4dfd2a7799ed6ed"
        ],
        "evidence": [
          {
            "sourceId": "ingest-a4dfd2a7799ed6ed",
            "excerpt": "Google Search Console Merge GSC with SE Ranking to get a more complete view of how your pages perform in search.",
            "supports": "positive"
          }
        ],
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