{
  "metadata": {
    "title": "SEO and AI Search Tool Landscape 2026",
    "publisher": "RadiusRank",
    "snapshot_date": "2026-08-11",
    "generated_at": "2026-08-11T17:37:58.498Z",
    "license": "CC BY 4.0",
    "methodology": "RadiusRank normalized self-serve starting prices and workflow claims from first-party pricing, product, and help pages. Scores measure documented feature coverage only, not output quality.",
    "pricing_caveat": "Monthly USD medians include only exact public USD prices. Native-currency, custom, per-client, per-placement, and interactive prices are preserved but excluded from cross-currency calculations."
  },
  "summary": {
    "tools_reviewed": 28,
    "exact_public_monthly_usd_prices": 16,
    "median_exact_monthly_usd": 46.5,
    "free_or_limited_entry": 12,
    "trials": 13,
    "documented_api": 12,
    "documented_exports": 26,
    "subset_counts": {
      "question-research-tools": 7,
      "seo-software-pricing-index": 11,
      "link-building-tools": 10,
      "seo-reporting-tools": 14,
      "b2b-seo-tools": 16
    }
  },
  "score_models": {
    "question_research": {
      "question_research": 2,
      "keyword_research": 1,
      "search_volume": 1,
      "bulk_research": 1,
      "exports": 1,
      "api": 1
    },
    "seo_stack": {
      "keyword_research": 1,
      "rank_tracking": 1,
      "site_audit": 1,
      "backlink_analysis": 1,
      "competitive_research": 1,
      "content_optimization": 1,
      "ai_visibility": 1,
      "reporting": 1,
      "api": 1,
      "exports": 1
    },
    "link_workflow": {
      "backlink_analysis": 2,
      "prospecting": 1,
      "contact_discovery": 1,
      "email_outreach": 2,
      "link_monitoring": 2,
      "reporting": 1,
      "api": 1
    },
    "reporting": {
      "dashboards": 2,
      "scheduled_reports": 2,
      "white_label": 2,
      "client_portal": 1,
      "integrations": 2,
      "exports": 1,
      "unlimited_users": 1
    },
    "b2b_coverage": {
      "keyword_research": 1,
      "competitive_research": 1,
      "rank_tracking": 1,
      "site_audit": 1,
      "backlink_analysis": 1,
      "content_optimization": 1,
      "ai_visibility": 1,
      "reporting": 1,
      "integrations": 1,
      "api": 1,
      "exports": 1
    }
  },
  "tools": [
    {
      "slug": "answerthepublic",
      "name": "AnswerThePublic",
      "categories": [
        "question_research",
        "keyword_research"
      ],
      "starting_price": "$20/month",
      "monthly_usd": 20,
      "free_access": "limited",
      "billing_note": "Starter monthly; lower monthly equivalent on annual billing",
      "best_for": "Visual question discovery and search-listening alerts",
      "source_url": "https://answerthepublic.com/pricing",
      "source_basis": "Official pricing page",
      "features": [
        "question_research",
        "keyword_research",
        "exports",
        "alerts"
      ],
      "question_research_score": 57,
      "seo_stack_score": 20,
      "link_workflow_score": 0,
      "reporting_score": 9,
      "b2b_coverage_score": 18,
      "verified_date": "2026-08-11"
    },
    {
      "slug": "alsoasked",
      "name": "AlsoAsked",
      "categories": [
        "question_research"
      ],
      "starting_price": "$12/month",
      "monthly_usd": 12,
      "free_access": "limited",
      "billing_note": "Basic plan; annual billing selection shown by source",
      "best_for": "People Also Ask relationship maps by region and language",
      "source_url": "https://alsoasked.com/pricing",
      "source_basis": "Official pricing page",
      "features": [
        "question_research",
        "exports",
        "api",
        "bulk_research",
        "history"
      ],
      "question_research_score": 71,
      "seo_stack_score": 20,
      "link_workflow_score": 10,
      "reporting_score": 9,
      "b2b_coverage_score": 18,
      "verified_date": "2026-08-11"
    },
    {
      "slug": "questiondb",
      "name": "QuestionDB",
      "categories": [
        "question_research",
        "keyword_research"
      ],
      "starting_price": "$9.99/month",
      "monthly_usd": 9.99,
      "free_access": "yes",
      "billing_note": "Solo plan; free plan includes 5 searches/month",
      "best_for": "Low-cost question research with keyword metrics",
      "source_url": "https://questiondb.io/pricing",
      "source_basis": "Official pricing page",
      "features": [
        "question_research",
        "keyword_research",
        "search_volume",
        "exports"
      ],
      "question_research_score": 71,
      "seo_stack_score": 20,
      "link_workflow_score": 0,
      "reporting_score": 9,
      "b2b_coverage_score": 18,
      "verified_date": "2026-08-11"
    },
    {
      "slug": "lowfruits",
      "name": "LowFruits",
      "categories": [
        "question_research",
        "keyword_research",
        "seo_platform"
      ],
      "starting_price": "$20.75/month",
      "monthly_usd": 20.75,
      "free_access": "limited",
      "billing_note": "Standard annual equivalent; PAYG starts at $25",
      "best_for": "Autocomplete ideas paired with weak-SERP analysis",
      "source_url": "https://lowfruits.io/pricing/",
      "source_basis": "Official pricing page",
      "features": [
        "question_research",
        "keyword_research",
        "search_volume",
        "serp_analysis",
        "rank_tracking",
        "competitive_research",
        "exports"
      ],
      "question_research_score": 71,
      "seo_stack_score": 40,
      "link_workflow_score": 0,
      "reporting_score": 9,
      "b2b_coverage_score": 36,
      "verified_date": "2026-08-11"
    },
    {
      "slug": "keywords-everywhere",
      "name": "Keywords Everywhere",
      "categories": [
        "question_research",
        "keyword_research"
      ],
      "starting_price": "$84/year",
      "monthly_usd": 7,
      "free_access": "yes",
      "billing_note": "Bronze annual plan; 100,000 credits/year",
      "best_for": "In-browser keyword metrics and lightweight gap research",
      "source_url": "https://keywordseverywhere.com/compare-plans.html",
      "source_basis": "Official plan comparison",
      "features": [
        "question_research",
        "keyword_research",
        "search_volume",
        "competitive_research",
        "backlink_analysis",
        "api",
        "exports"
      ],
      "question_research_score": 86,
      "seo_stack_score": 50,
      "link_workflow_score": 30,
      "reporting_score": 9,
      "b2b_coverage_score": 45,
      "verified_date": "2026-08-11"
    },
    {
      "slug": "ahrefs-keyword-generator",
      "name": "Ahrefs Free Keyword Generator",
      "categories": [
        "question_research",
        "keyword_research"
      ],
      "starting_price": "Free",
      "monthly_usd": 0,
      "free_access": "yes",
      "billing_note": "Standalone public tool with limited returned ideas",
      "best_for": "Quick cross-platform keyword and question sampling",
      "source_url": "https://ahrefs.com/keyword-generator",
      "source_basis": "Official product page",
      "features": [
        "question_research",
        "keyword_research",
        "search_volume"
      ],
      "question_research_score": 57,
      "seo_stack_score": 10,
      "link_workflow_score": 0,
      "reporting_score": 0,
      "b2b_coverage_score": 9,
      "verified_date": "2026-08-11"
    },
    {
      "slug": "keywordtool-io",
      "name": "Keyword Tool",
      "categories": [
        "question_research",
        "keyword_research"
      ],
      "starting_price": "Interactive plan selector",
      "monthly_usd": null,
      "free_access": "limited",
      "billing_note": "Public page exposes free results; paid price is selector-dependent",
      "best_for": "Autocomplete research across many search and commerce platforms",
      "source_url": "https://keywordtool.io/pro",
      "source_basis": "Official product and pricing page",
      "features": [
        "question_research",
        "keyword_research",
        "search_volume",
        "api",
        "bulk_research",
        "exports"
      ],
      "question_research_score": 100,
      "seo_stack_score": 30,
      "link_workflow_score": 10,
      "reporting_score": 9,
      "b2b_coverage_score": 27,
      "verified_date": "2026-08-11"
    },
    {
      "slug": "semrush",
      "name": "Semrush",
      "categories": [
        "seo_platform",
        "keyword_research",
        "link_intelligence",
        "reporting",
        "content_optimization",
        "ai_visibility"
      ],
      "starting_price": "$139/month",
      "monthly_usd": 139,
      "free_access": "trial",
      "billing_note": "SEO plan monthly; official page also shows annual equivalent",
      "best_for": "Broad SEO, competitive, content, reporting, and AI-search workflows",
      "source_url": "https://www.semrush.com/pricing/seo-ai-search/",
      "source_basis": "Official pricing page",
      "features": [
        "question_research",
        "keyword_research",
        "search_volume",
        "rank_tracking",
        "site_audit",
        "backlink_analysis",
        "competitive_research",
        "content_optimization",
        "ai_visibility",
        "reporting",
        "scheduled_reports",
        "integrations",
        "api",
        "exports"
      ],
      "question_research_score": 86,
      "seo_stack_score": 100,
      "link_workflow_score": 40,
      "reporting_score": 45,
      "b2b_coverage_score": 100,
      "verified_date": "2026-08-11"
    },
    {
      "slug": "ahrefs",
      "name": "Ahrefs",
      "categories": [
        "seo_platform",
        "keyword_research",
        "link_intelligence",
        "reporting",
        "ai_visibility"
      ],
      "starting_price": "£99/month",
      "monthly_usd": null,
      "free_access": "limited",
      "billing_note": "Lite plan in GBP; Ahrefs Free is limited to verified sites",
      "best_for": "Link intelligence, keyword research, audits, and competitive analysis",
      "source_url": "https://ahrefs.com/pricing/",
      "source_basis": "Official pricing page",
      "features": [
        "question_research",
        "keyword_research",
        "search_volume",
        "rank_tracking",
        "site_audit",
        "backlink_analysis",
        "competitive_research",
        "ai_visibility",
        "reporting",
        "integrations",
        "api",
        "exports"
      ],
      "question_research_score": 86,
      "seo_stack_score": 90,
      "link_workflow_score": 40,
      "reporting_score": 27,
      "b2b_coverage_score": 91,
      "verified_date": "2026-08-11"
    },
    {
      "slug": "se-ranking",
      "name": "SE Ranking",
      "categories": [
        "seo_platform",
        "keyword_research",
        "link_intelligence",
        "reporting",
        "content_optimization",
        "ai_visibility"
      ],
      "starting_price": "Current plan selector",
      "monthly_usd": null,
      "free_access": "trial",
      "billing_note": "Current Core/Growth pricing is selected interactively; legacy plans differ",
      "best_for": "Agency-friendly rank tracking, audits, reporting, and competitive research",
      "source_url": "https://seranking.com/subscription.html",
      "source_basis": "Official pricing page and current billing documentation",
      "features": [
        "question_research",
        "keyword_research",
        "search_volume",
        "rank_tracking",
        "site_audit",
        "backlink_analysis",
        "link_monitoring",
        "competitive_research",
        "content_optimization",
        "ai_visibility",
        "reporting",
        "scheduled_reports",
        "white_label",
        "client_portal",
        "integrations",
        "api",
        "exports"
      ],
      "question_research_score": 86,
      "seo_stack_score": 100,
      "link_workflow_score": 60,
      "reporting_score": 73,
      "b2b_coverage_score": 100,
      "verified_date": "2026-08-11"
    },
    {
      "slug": "moz-pro",
      "name": "Moz Pro",
      "categories": [
        "seo_platform",
        "keyword_research",
        "link_intelligence",
        "reporting"
      ],
      "starting_price": "Interactive plan selector",
      "monthly_usd": null,
      "free_access": "trial",
      "billing_note": "Price varies by selected plan and billing period",
      "best_for": "Established all-in-one SEO research with proprietary authority metrics",
      "source_url": "https://moz.com/products/pro/pricing",
      "source_basis": "Official pricing page",
      "features": [
        "keyword_research",
        "search_volume",
        "rank_tracking",
        "site_audit",
        "backlink_analysis",
        "competitive_research",
        "reporting",
        "exports"
      ],
      "question_research_score": 43,
      "seo_stack_score": 70,
      "link_workflow_score": 30,
      "reporting_score": 9,
      "b2b_coverage_score": 64,
      "verified_date": "2026-08-11"
    },
    {
      "slug": "mangools",
      "name": "Mangools",
      "categories": [
        "seo_platform",
        "keyword_research",
        "link_intelligence"
      ],
      "starting_price": "Interactive plan selector",
      "monthly_usd": null,
      "free_access": "trial",
      "billing_note": "Basic, Premium, and Agency plans; page localizes pricing",
      "best_for": "Accessible keyword, SERP, rank, and backlink research",
      "source_url": "https://mangools.com/plans-and-pricing",
      "source_basis": "Official pricing page",
      "features": [
        "keyword_research",
        "search_volume",
        "rank_tracking",
        "backlink_analysis",
        "competitive_research",
        "exports"
      ],
      "question_research_score": 43,
      "seo_stack_score": 50,
      "link_workflow_score": 20,
      "reporting_score": 9,
      "b2b_coverage_score": 45,
      "verified_date": "2026-08-11"
    },
    {
      "slug": "screaming-frog",
      "name": "Screaming Frog SEO Spider",
      "categories": [
        "technical_audit",
        "reporting"
      ],
      "starting_price": "£199/year",
      "monthly_usd": null,
      "free_access": "yes",
      "billing_note": "Free crawl limit is 500 URLs; paid licenses are per user",
      "best_for": "Deep desktop technical crawling and custom extraction",
      "source_url": "https://www.screamingfrog.co.uk/seo-spider/pricing/",
      "source_basis": "Official pricing page",
      "features": [
        "site_audit",
        "scheduled_reports",
        "integrations",
        "exports",
        "custom_extraction"
      ],
      "question_research_score": 14,
      "seo_stack_score": 20,
      "link_workflow_score": 0,
      "reporting_score": 45,
      "b2b_coverage_score": 27,
      "verified_date": "2026-08-11"
    },
    {
      "slug": "sitebulb",
      "name": "Sitebulb",
      "categories": [
        "technical_audit",
        "reporting"
      ],
      "starting_price": "Plan selector",
      "monthly_usd": null,
      "free_access": "trial",
      "billing_note": "Lite, Pro, and Cloud products; 14-day full trial",
      "best_for": "Guided technical audits with desktop and collaborative cloud options",
      "source_url": "https://sitebulb.com/pricing/",
      "source_basis": "Official pricing and licensing documentation",
      "features": [
        "site_audit",
        "scheduled_reports",
        "client_portal",
        "integrations",
        "exports",
        "collaboration"
      ],
      "question_research_score": 14,
      "seo_stack_score": 20,
      "link_workflow_score": 0,
      "reporting_score": 55,
      "b2b_coverage_score": 27,
      "verified_date": "2026-08-11"
    },
    {
      "slug": "surfer",
      "name": "Surfer",
      "categories": [
        "content_optimization",
        "keyword_research",
        "ai_visibility"
      ],
      "starting_price": "$49/month",
      "monthly_usd": 49,
      "free_access": "trial",
      "billing_note": "Discovery annual equivalent shown on official pricing page",
      "best_for": "Content optimization, topical planning, and AI visibility",
      "source_url": "https://surferseo.com/pricing/",
      "source_basis": "Official pricing page",
      "features": [
        "keyword_research",
        "serp_analysis",
        "content_optimization",
        "ai_visibility",
        "collaboration",
        "exports"
      ],
      "question_research_score": 29,
      "seo_stack_score": 40,
      "link_workflow_score": 0,
      "reporting_score": 9,
      "b2b_coverage_score": 36,
      "verified_date": "2026-08-11"
    },
    {
      "slug": "clearscope",
      "name": "Clearscope",
      "categories": [
        "content_optimization",
        "keyword_research",
        "ai_visibility"
      ],
      "starting_price": "$129/month",
      "monthly_usd": 129,
      "free_access": "trial",
      "billing_note": "Essentials monthly; 14-day trial",
      "best_for": "Team content optimization with prompt and page tracking",
      "source_url": "https://www.clearscope.io/pricing",
      "source_basis": "Official pricing page",
      "features": [
        "keyword_research",
        "serp_analysis",
        "content_optimization",
        "ai_visibility",
        "collaboration",
        "exports"
      ],
      "question_research_score": 29,
      "seo_stack_score": 40,
      "link_workflow_score": 0,
      "reporting_score": 9,
      "b2b_coverage_score": 36,
      "verified_date": "2026-08-11"
    },
    {
      "slug": "frase",
      "name": "Frase",
      "categories": [
        "content_optimization",
        "keyword_research",
        "ai_visibility"
      ],
      "starting_price": "$49/month",
      "monthly_usd": 49,
      "free_access": "trial",
      "billing_note": "$39/month annual equivalent stated on official product comparison",
      "best_for": "Research-to-publish content workflows with SEO and AI visibility",
      "source_url": "https://www.frase.io/pricing",
      "source_basis": "Official pricing/product pages",
      "features": [
        "question_research",
        "keyword_research",
        "site_audit",
        "serp_analysis",
        "content_optimization",
        "ai_visibility",
        "integrations",
        "api",
        "exports"
      ],
      "question_research_score": 71,
      "seo_stack_score": 60,
      "link_workflow_score": 10,
      "reporting_score": 27,
      "b2b_coverage_score": 64,
      "verified_date": "2026-08-11"
    },
    {
      "slug": "majestic",
      "name": "Majestic",
      "categories": [
        "link_intelligence"
      ],
      "starting_price": "£39.99/month",
      "monthly_usd": null,
      "free_access": "no",
      "billing_note": "Lite monthly; annual equivalent is lower",
      "best_for": "Dedicated backlink index analysis and link prospecting",
      "source_url": "https://majestic.com/plans-pricing",
      "source_basis": "Official pricing page",
      "features": [
        "backlink_analysis",
        "competitive_research",
        "link_monitoring",
        "reporting",
        "exports"
      ],
      "question_research_score": 14,
      "seo_stack_score": 40,
      "link_workflow_score": 50,
      "reporting_score": 9,
      "b2b_coverage_score": 36,
      "verified_date": "2026-08-11"
    },
    {
      "slug": "buzzstream",
      "name": "BuzzStream",
      "categories": [
        "outreach",
        "link_intelligence",
        "reporting"
      ],
      "starting_price": "$49/month",
      "monthly_usd": 49,
      "free_access": "trial",
      "billing_note": "Starter monthly; no minimum term",
      "best_for": "Relationship-based digital PR and link outreach",
      "source_url": "https://www.buzzstream.com/plans-pricing/",
      "source_basis": "Official pricing page",
      "features": [
        "prospecting",
        "contact_discovery",
        "email_outreach",
        "link_monitoring",
        "reporting",
        "collaboration",
        "integrations",
        "api",
        "exports"
      ],
      "question_research_score": 29,
      "seo_stack_score": 30,
      "link_workflow_score": 80,
      "reporting_score": 27,
      "b2b_coverage_score": 36,
      "verified_date": "2026-08-11"
    },
    {
      "slug": "pitchbox",
      "name": "Pitchbox",
      "categories": [
        "outreach",
        "link_intelligence",
        "reporting"
      ],
      "starting_price": "$210/month",
      "monthly_usd": 210,
      "free_access": "trial",
      "billing_note": "Pro plan; higher plans add scale and workflow controls",
      "best_for": "Structured link-building outreach for teams and agencies",
      "source_url": "https://pitchbox.com/pricing/",
      "source_basis": "Official pricing page",
      "features": [
        "prospecting",
        "contact_discovery",
        "email_outreach",
        "link_monitoring",
        "backlink_analysis",
        "reporting",
        "white_label",
        "collaboration",
        "integrations",
        "api",
        "exports"
      ],
      "question_research_score": 29,
      "seo_stack_score": 40,
      "link_workflow_score": 100,
      "reporting_score": 45,
      "b2b_coverage_score": 45,
      "verified_date": "2026-08-11"
    },
    {
      "slug": "hunter",
      "name": "Hunter",
      "categories": [
        "outreach"
      ],
      "starting_price": "$34/month",
      "monthly_usd": 34,
      "free_access": "yes",
      "billing_note": "Starter annual equivalent; free includes 50 credits/month",
      "best_for": "Email discovery, verification, and lightweight sequences",
      "source_url": "https://hunter.io/pricing",
      "source_basis": "Official pricing page",
      "features": [
        "prospecting",
        "contact_discovery",
        "email_outreach",
        "reporting",
        "collaboration",
        "integrations",
        "api",
        "exports"
      ],
      "question_research_score": 29,
      "seo_stack_score": 30,
      "link_workflow_score": 60,
      "reporting_score": 27,
      "b2b_coverage_score": 36,
      "verified_date": "2026-08-11"
    },
    {
      "slug": "respona",
      "name": "Respona",
      "categories": [
        "managed_link_building",
        "outreach"
      ],
      "starting_price": "$100/placement",
      "monthly_usd": null,
      "free_access": "no",
      "billing_note": "Pay-per-result service; bulk-spend discounts available",
      "best_for": "Managed link placements rather than self-serve outreach software",
      "source_url": "https://respona.com/pricing/",
      "source_basis": "Official pricing page",
      "features": [
        "prospecting",
        "email_outreach",
        "link_monitoring",
        "reporting"
      ],
      "question_research_score": 0,
      "seo_stack_score": 10,
      "link_workflow_score": 60,
      "reporting_score": 0,
      "b2b_coverage_score": 9,
      "verified_date": "2026-08-11"
    },
    {
      "slug": "agencyanalytics",
      "name": "AgencyAnalytics",
      "categories": [
        "reporting",
        "ai_visibility"
      ],
      "starting_price": "$20/client/month",
      "monthly_usd": 20,
      "free_access": "trial",
      "billing_note": "Annual billing; all features included",
      "best_for": "Agency client dashboards, portals, and automated reporting",
      "source_url": "https://agencyanalytics.com/pricing",
      "source_basis": "Official pricing page",
      "features": [
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        "scheduled_reports",
        "white_label",
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    },
    {
      "slug": "databox",
      "name": "Databox",
      "categories": [
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      ],
      "starting_price": "Free; paid from $64/month",
      "monthly_usd": 64,
      "free_access": "yes",
      "billing_note": "Analyst annual equivalent; team Pro starts higher",
      "best_for": "BI-style KPI dashboards, datasets, goals, and AI analysis",
      "source_url": "https://databox.com/pricing",
      "source_basis": "Official pricing page",
      "features": [
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        "dashboards",
        "scheduled_reports",
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        "api",
        "exports",
        "collaboration",
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      "verified_date": "2026-08-11"
    },
    {
      "slug": "whatagraph",
      "name": "Whatagraph",
      "categories": [
        "reporting"
      ],
      "starting_price": "€699/month",
      "monthly_usd": null,
      "free_access": "no",
      "billing_note": "Max plan billed annually; Prime is custom",
      "best_for": "High-volume cross-channel reporting and data transformation",
      "source_url": "https://help.whatagraph.com/en/articles/12164618-whatagraph-plan-overview",
      "source_basis": "Official plan documentation",
      "features": [
        "reporting",
        "dashboards",
        "scheduled_reports",
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        "integrations",
        "exports",
        "collaboration",
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      "verified_date": "2026-08-11"
    },
    {
      "slug": "dashthis",
      "name": "DashThis",
      "categories": [
        "reporting"
      ],
      "starting_price": "$44/month",
      "monthly_usd": 44,
      "free_access": "trial",
      "billing_note": "Individual annual equivalent; 3 dashboards and 15 sources",
      "best_for": "Straightforward marketing dashboards with unlimited users",
      "source_url": "https://dashthis.com/pricing",
      "source_basis": "Official pricing page",
      "features": [
        "reporting",
        "dashboards",
        "scheduled_reports",
        "white_label",
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        "integrations",
        "exports",
        "collaboration",
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      ],
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      "verified_date": "2026-08-11"
    },
    {
      "slug": "swydo",
      "name": "Swydo",
      "categories": [
        "reporting"
      ],
      "starting_price": "$69/month",
      "monthly_usd": 69,
      "free_access": "trial",
      "billing_note": "10 data sources included; per-source volume pricing after that",
      "best_for": "Agency reporting priced by connected data sources",
      "source_url": "https://www.swydo.com/pricing/",
      "source_basis": "Official pricing page",
      "features": [
        "reporting",
        "dashboards",
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    },
    {
      "slug": "looker-studio",
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      "categories": [
        "reporting"
      ],
      "starting_price": "No-cost product; Pro sold separately",
      "monthly_usd": 0,
      "free_access": "yes",
      "billing_note": "Partner connectors may add separate fees",
      "best_for": "Flexible custom dashboards for teams willing to build the data model",
      "source_url": "https://lookerstudio.google.com/about",
      "source_basis": "Official product overview",
      "features": [
        "reporting",
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}