{
  "notice": "Illustrative client workspaces. Publications and URLs are real researched sources. Successful-placement statuses and mentions-secured counts are demo states, not verified client results.",
  "sample_period": "September 2026",
  "researched_at": "2026-10-01 America/Los_Angeles",
  "chatgpt_prompt": "Research these four search questions using the web: (1) best company to buy houses for cash, (2) best financial planner for retirement, (3) best photo editing apps, (4) best SEO agency for small businesses. For each question, cite 6 useful third-party articles, roundups, or directories that support an answer. Prioritize established publications and relevant industry publishers. Group citations by question, with the article title and its source link. Exclude ads and companies’ own service/product landing pages. This is source research, not a request for personal financial advice.",
  "notes": [
    "Workspace numbers refer to demo examples, not actual customers.",
    "September is a sample reporting period, not the source discovery date.",
    "Some display titles are condensed.",
    "Discovery badges distinguish Google organic results, Google AI Overview, and ChatGPT citations.",
    "ChatGPT results for the four new niches are from one grouped source-research prompt, not separate unconstrained recommendations.",
    "No invented authority scores, traffic metrics, clients, or endorsements."
  ],
  "campaigns": [
    {
      "id": "project-management",
      "name": "Project Management App",
      "workspace": "Project Management App Workspace",
      "topic": "Best productivity tools for teams",
      "icon": "project",
      "sample_period": "September 2026",
      "researched_at": "2026-10-01",
      "sources": [
        {
          "publisher": "PCMag",
          "domain": "pcmag.com",
          "monogram": "PC",
          "brand": "pcmag",
          "title": "The Best Productivity Apps We’ve Tested for 2026",
          "url": "https://www.pcmag.com/picks/best-productivity-apps",
          "discovery": [
            "Google AI Overview"
          ],
          "type": "Editorial roundup"
        },
        {
          "publisher": "G2",
          "domain": "learn.g2.com",
          "monogram": "G₂",
          "brand": "g2",
          "title": "9 Best Project Management Software: My Top Picks for 2026",
          "url": "https://learn.g2.com/best-project-management-software",
          "discovery": [
            "ChatGPT"
          ],
          "type": "Software comparison"
        },
        {
          "publisher": "Zapier",
          "domain": "zapier.com",
          "monogram": "✳",
          "brand": "zapier",
          "title": "The best team collaboration tools in 2026",
          "url": "https://zapier.com/blog/collaboration-apps/",
          "discovery": [
            "ChatGPT"
          ],
          "type": "Vendor-published roundup"
        },
        {
          "publisher": "Zendesk",
          "domain": "zendesk.com",
          "monogram": "Z",
          "brand": "zendesk",
          "title": "18 best team productivity tools and apps of 2026",
          "url": "https://www.zendesk.com/service/workforce-management/team-productivity-tools/",
          "discovery": [
            "Google AI Overview"
          ],
          "type": "Vendor-published roundup"
        },
        {
          "publisher": "The Digital Project Manager",
          "domain": "thedigitalprojectmanager.com",
          "monogram": "dpm",
          "brand": "dpm",
          "title": "10 Best Productivity Tools Reviewed For 2026",
          "url": "https://thedigitalprojectmanager.com/tools/best-productivity-tools/",
          "discovery": [
            "Google Search"
          ],
          "type": "Editorial roundup"
        },
        {
          "publisher": "Buffer",
          "domain": "buffer.com",
          "monogram": "B",
          "brand": "buffer",
          "title": "I’ve Tried 50+ Productivity Tools — Here Are My Top 9",
          "url": "https://buffer.com/resources/productivity-tools/",
          "discovery": [
            "Google Search"
          ],
          "type": "Vendor-published roundup"
        },
        {
          "publisher": "Teamwork.com",
          "domain": "teamwork.com",
          "monogram": "tw",
          "brand": "teamwork",
          "title": "10 best team productivity tools for 2026 (tested)",
          "url": "https://www.teamwork.com/blog/team-productivity-tools/",
          "discovery": [
            "Google Search"
          ],
          "type": "Vendor-published roundup"
        },
        {
          "publisher": "monday.com",
          "domain": "monday.com",
          "monogram": "m",
          "brand": "monday",
          "title": "Productivity Apps: 15 Best Tools For Every Team",
          "url": "https://monday.com/blog/productivity/productivity-apps/",
          "discovery": [
            "Google Search"
          ],
          "type": "Vendor-published roundup"
        },
        {
          "publisher": "Venture Harbour",
          "domain": "ventureharbour.com",
          "monogram": "vh",
          "brand": "venture",
          "title": "10 Best Productivity Tools for Teams",
          "url": "https://ventureharbour.com/productivity-tools-for-teams/",
          "discovery": [
            "Google Search",
            "Google AI Overview"
          ],
          "type": "Agency-published roundup"
        },
        {
          "publisher": "The Digital Project Manager",
          "domain": "thedigitalprojectmanager.com",
          "monogram": "dpm",
          "brand": "dpm",
          "title": "10 Best Team Collaboration Tools Reviewed For 2026",
          "url": "https://thedigitalprojectmanager.com/tools/best-team-collaboration-tools/",
          "discovery": [
            "ChatGPT"
          ],
          "type": "Editorial roundup"
        },
        {
          "publisher": "Shift",
          "domain": "shift.com",
          "monogram": "s",
          "brand": "shift",
          "title": "Four Types of Productivity Tools: A Guide",
          "url": "https://shift.com/guides/productivity/top-productivity-tools/",
          "discovery": [
            "Google AI Overview"
          ],
          "type": "Vendor-published guide"
        },
        {
          "publisher": "MemberPress",
          "domain": "memberpress.com",
          "monogram": "M",
          "brand": "memberpress",
          "title": "12 of the Best Productivity Apps for Teams Online",
          "url": "https://memberpress.com/blog/12-best-collaboration-productivity-apps-for-online-business-teams/",
          "discovery": [
            "Google AI Overview"
          ],
          "type": "Vendor-published roundup"
        }
      ],
      "research_note": "Google results and AI Overview, plus ChatGPT’s follow-up response requesting third-party roundups."
    },
    {
      "id": "real-estate",
      "name": "Real Estate Investor",
      "workspace": "Real Estate Investor Workspace",
      "topic": "Best company to buy houses for cash",
      "icon": "home",
      "sample_period": "September 2026",
      "researched_at": "2026-10-01",
      "sources": [
        {
          "publisher": "Bankrate",
          "domain": "bankrate.com",
          "monogram": "B",
          "brand": "bankrate",
          "title": "Cash-homebuyer companies: A guide for sellers",
          "url": "https://www.bankrate.com/mortgages/house-buying-companies/",
          "discovery": [
            "Google Search"
          ],
          "type": "Editorial roundup"
        },
        {
          "publisher": "HomeLight",
          "domain": "homelight.com",
          "monogram": "H",
          "brand": "homelight",
          "title": "What companies that buy homes for cash can do for sellers",
          "url": "https://www.homelight.com/blog/companies-that-buy-homes-for-cash/",
          "discovery": [
            "Google AI Overview",
            "ChatGPT"
          ],
          "type": "Marketplace-published guide"
        },
        {
          "publisher": "Real Estate Witch",
          "domain": "realestatewitch.com",
          "monogram": "RW",
          "brand": "witch",
          "title": "10 Best Companies That Buy Houses For Cash",
          "url": "https://www.realestatewitch.com/companies-that-buy-houses-for-cash/",
          "discovery": [
            "ChatGPT"
          ],
          "type": "Real estate roundup"
        },
        {
          "publisher": "Orchard",
          "domain": "orchard.com",
          "monogram": "O",
          "brand": "orchard",
          "title": "The Best Companies That Buy Houses for Cash",
          "url": "https://orchard.com/blog/posts/companies-that-buy-houses-for-cash",
          "discovery": [
            "Google Search",
            "ChatGPT"
          ],
          "type": "Brokerage-published roundup"
        },
        {
          "publisher": "Anytime Estimate",
          "domain": "anytimeestimate.com",
          "monogram": "AE",
          "brand": "estimate",
          "title": "Top 10 Companies That Buy Houses for Cash",
          "url": "https://anytimeestimate.com/home-selling/cash-home-buyers/",
          "discovery": [
            "ChatGPT"
          ],
          "type": "Real estate roundup"
        },
        {
          "publisher": "Clever Real Estate",
          "domain": "listwithclever.com",
          "monogram": "C",
          "brand": "clever",
          "title": "Top 10 San Francisco Cash Home Buyers",
          "url": "https://listwithclever.com/cash-home-buyers/california/san-francisco/",
          "discovery": [
            "Google Search"
          ],
          "type": "Marketplace-published roundup"
        },
        {
          "publisher": "Houzeo",
          "domain": "houzeo.com",
          "monogram": "H",
          "brand": "houzeo",
          "title": "Companies That Buy Houses for Cash in San Francisco",
          "url": "https://www.houzeo.com/blog/companies-that-buy-houses-for-cash-in-san-francisco-ca/",
          "discovery": [
            "Google Search"
          ],
          "type": "Marketplace-published roundup"
        },
        {
          "publisher": "iBuyer.com",
          "domain": "ibuyer.com",
          "monogram": "iB",
          "brand": "ibuyer",
          "title": "Cash Home Buyers in California: Top 7 Companies",
          "url": "https://ibuyer.com/blog/cash-home-buyers-california/",
          "discovery": [
            "Google Search"
          ],
          "type": "Marketplace-published roundup"
        },
        {
          "publisher": "Mark Spain Real Estate",
          "domain": "markspain.com",
          "monogram": "MS",
          "brand": "markspain",
          "title": "Top Companies That Buy Houses for Cash",
          "url": "https://markspain.com/blog/top-companies-that-buy-houses-for-cash",
          "discovery": [
            "Google Search"
          ],
          "type": "Brokerage-published guide"
        },
        {
          "publisher": "HomeLight",
          "domain": "homelight.com",
          "monogram": "H",
          "brand": "homelight",
          "title": "5 Top Cash Home Buyers in the Bay Area",
          "url": "https://www.homelight.com/blog/we-buy-houses-bay-area/",
          "discovery": [
            "Google Search"
          ],
          "type": "Regional buyer roundup"
        },
        {
          "publisher": "DealMate",
          "domain": "sellwithdealmate.com",
          "monogram": "D",
          "brand": "dealmate",
          "title": "9 Best Companies That Buy Homes For Cash",
          "url": "https://sellwithdealmate.com/best-companies-that-buy-homes-for-cash-2026/",
          "discovery": [
            "Google Search"
          ],
          "type": "Marketplace-published roundup"
        },
        {
          "publisher": "Real Estate Bees",
          "domain": "realestatebees.com",
          "monogram": "RB",
          "brand": "bees",
          "title": "San Francisco home investor directory",
          "url": "https://realestatebees.com/sell/home/investors/san-francisco-ca/",
          "discovery": [
            "Google Search"
          ],
          "type": "Investor directory"
        }
      ],
      "research_note": "Google pages 1–2 and AI Overview for the exact question, plus ChatGPT’s grouped source-research response. Google localized some results to San Francisco and the Bay Area."
    },
    {
      "id": "photo-editing",
      "name": "Photo Editing",
      "workspace": "Media AI Company Workspace",
      "topic": "Best photo editing apps",
      "icon": "photo",
      "sample_period": "September 2026",
      "researched_at": "2026-10-01",
      "sources": [
        {
          "publisher": "Wirecutter",
          "domain": "nytimes.com",
          "monogram": "W",
          "brand": "wirecutter",
          "title": "The Best Photo Editing Apps for Android and iOS",
          "url": "https://www.nytimes.com/wirecutter/reviews/best-photo-editing-apps-for-android-ios/",
          "discovery": [
            "Google Search",
            "Google AI Overview"
          ],
          "type": "Editorial review"
        },
        {
          "publisher": "TechRadar",
          "domain": "techradar.com",
          "monogram": "tr",
          "brand": "techradar",
          "title": "Best photo editor: Top apps for photographers and creators",
          "url": "https://www.techradar.com/news/best-photo-editor",
          "discovery": [
            "ChatGPT"
          ],
          "type": "Editorial review"
        },
        {
          "publisher": "PCMag · Yahoo Tech",
          "domain": "tech.yahoo.com",
          "monogram": "PC",
          "brand": "pcmag",
          "title": "The Best Photo Editing Software for 2026",
          "url": "https://tech.yahoo.com/cameras/articles/best-photo-editing-software-2026-213412741.html",
          "discovery": [
            "ChatGPT"
          ],
          "type": "Syndicated PCMag review"
        },
        {
          "publisher": "Digital Trends",
          "domain": "digitaltrends.com",
          "monogram": "dt",
          "brand": "digitaltrends",
          "title": "The 12 best photo editing apps for Android and iOS",
          "url": "https://www.digitaltrends.com/phones/best-photo-editing-apps/",
          "discovery": [
            "ChatGPT"
          ],
          "type": "Editorial roundup"
        },
        {
          "publisher": "Amateur Photographer",
          "domain": "amateurphotographer.com",
          "monogram": "AP",
          "brand": "amateur",
          "title": "The best photo editing apps to use in 2026",
          "url": "https://amateurphotographer.com/round-ups/best-photo-apps-for-phones/",
          "discovery": [
            "Google Search",
            "ChatGPT"
          ],
          "type": "Photography publication"
        },
        {
          "publisher": "Digital Camera World",
          "domain": "digitalcameraworld.com",
          "monogram": "DC",
          "brand": "camera",
          "title": "The best photo editing software",
          "url": "https://www.digitalcameraworld.com/buying-guides/the-best-photo-editing-software",
          "discovery": [
            "Google Search",
            "ChatGPT"
          ],
          "type": "Photography publication"
        },
        {
          "publisher": "Zapier",
          "domain": "zapier.com",
          "monogram": "✳",
          "brand": "zapier",
          "title": "The 5 best photo editing apps for iPhone and Android",
          "url": "https://zapier.com/blog/best-photo-editing-apps-iphone-android/",
          "discovery": [
            "Google Search",
            "Google AI Overview",
            "ChatGPT"
          ],
          "type": "Vendor-published roundup"
        },
        {
          "publisher": "Them Frames",
          "domain": "themframes.com",
          "monogram": "tf",
          "brand": "frames",
          "title": "Portrait editing apps: Five favorites after testing",
          "url": "https://themframes.com/features/best-portrait-editing-apps/",
          "discovery": [
            "Google Search"
          ],
          "type": "Photography publication"
        },
        {
          "publisher": "No Camera Bag",
          "domain": "nocamerabag.com",
          "monogram": "N",
          "brand": "nocamera",
          "title": "The best iPhone photo editing apps I use myself",
          "url": "https://nocamerabag.com/blog/recommended-photo-editing-apps/",
          "discovery": [
            "Google Search"
          ],
          "type": "Photographer’s guide"
        },
        {
          "publisher": "World of Wanderlust",
          "domain": "worldofwanderlust.com",
          "monogram": "W",
          "brand": "wanderlust",
          "title": "The Best Photo Editing Apps",
          "url": "https://www.worldofwanderlust.com/the-best-photo-editing-apps/",
          "discovery": [
            "Google Search"
          ],
          "type": "Travel publication"
        },
        {
          "publisher": "Michelle Loufman",
          "domain": "michelleloufman.com",
          "monogram": "ML",
          "brand": "loufman",
          "title": "My Top 3 Photo Editing Apps",
          "url": "https://www.michelleloufman.com/blog/my-top-3-photo-editing-apps",
          "discovery": [
            "Google Search"
          ],
          "type": "Photographer’s guide"
        },
        {
          "publisher": "The Curated Farmhouse",
          "domain": "thecuratedfarmhouse.com",
          "monogram": "CF",
          "brand": "farmhouse",
          "title": "My Top 3 Favorite Photo Editing Apps",
          "url": "https://thecuratedfarmhouse.com/my-top-3-favorite-photo-editing-apps/",
          "discovery": [
            "Google Search"
          ],
          "type": "Creator’s guide"
        }
      ],
      "research_note": "Google pages 1–2 and AI Overview for the exact question, plus ChatGPT’s grouped source-research response. Wirecutter, Digital Trends and Yahoo article links were observed in results/citations; automated direct-page retrieval was unavailable."
    },
    {
      "id": "financial-consultant",
      "name": "Financial Consultant",
      "workspace": "Financial Consultant Workspace",
      "topic": "Best financial planner for retirement",
      "icon": "finance",
      "sample_period": "September 2026",
      "researched_at": "2026-10-01",
      "sources": [
        {
          "publisher": "The Wall Street Journal",
          "domain": "wsj.com",
          "monogram": "WSJ",
          "brand": "wsj",
          "title": "Top financial advisor companies for retirees",
          "url": "https://www.wsj.com/buyside/personal-finance/financial-advisors/top-financial-advisors-for-retirees",
          "discovery": [
            "Google Search",
            "Google AI Overview"
          ],
          "type": "Buy Side comparison"
        },
        {
          "publisher": "NerdWallet",
          "domain": "nerdwallet.com",
          "monogram": "N",
          "brand": "nerdwallet",
          "title": "Best Financial Advisors for 2026",
          "url": "https://www.nerdwallet.com/financial-advisors/best",
          "discovery": [
            "Google Search",
            "ChatGPT"
          ],
          "type": "Advisor comparison"
        },
        {
          "publisher": "Business Insider",
          "domain": "businessinsider.com",
          "monogram": "BI",
          "brand": "insider",
          "title": "Retirement Financial Advisor: Expert Guidance for Your Future",
          "url": "https://www.businessinsider.com/personal-finance/investing/should-i-hire-retirement-advisor",
          "discovery": [
            "Google Search"
          ],
          "type": "Retirement planning guide"
        },
        {
          "publisher": "SmartAsset",
          "domain": "smartasset.com",
          "monogram": "SA",
          "brand": "smartasset",
          "title": "The Top 10 Financial Advisors in the U.S.",
          "url": "https://smartasset.com/financial-advisor/us-top-financial-advisors",
          "discovery": [
            "ChatGPT"
          ],
          "type": "Advisor comparison"
        },
        {
          "publisher": "Finder",
          "domain": "finder.com",
          "monogram": "f",
          "brand": "finder",
          "title": "Best Financial Advisors: Top Help for Investing",
          "url": "https://www.finder.com/investments/best-financial-advisors",
          "discovery": [
            "ChatGPT"
          ],
          "type": "Advisor comparison"
        },
        {
          "publisher": "SFGATE",
          "domain": "sfgate.com",
          "monogram": "SF",
          "brand": "sfgate",
          "title": "The Best Financial Advisors in the Bay Area",
          "url": "https://www.sfgate.com/best/map/best-financial-advisors-bay-area/",
          "discovery": [
            "Google Search"
          ],
          "type": "Regional advisor directory"
        },
        {
          "publisher": "Unbiased",
          "domain": "unbiased.com",
          "monogram": "U",
          "brand": "unbiased",
          "title": "Best Financial Advisors for 2026",
          "url": "https://www.unbiased.com/discover/financial-advice/best-financial-advisor",
          "discovery": [
            "ChatGPT"
          ],
          "type": "Marketplace-published comparison"
        },
        {
          "publisher": "The Wall Street Journal",
          "domain": "wsj.com",
          "monogram": "WSJ",
          "brand": "wsj",
          "title": "Financial advisor companies to consider",
          "url": "https://www.wsj.com/buyside/personal-finance/financial-advisors/best-financial-advisors",
          "discovery": [
            "ChatGPT"
          ],
          "type": "Buy Side comparison"
        }
      ],
      "research_note": "Google results and AI Overview for the exact question, plus ChatGPT’s grouped source-research response. The SFGATE result is regional to the Bay Area. Sources illustrate a campaign topic, not personal financial recommendations."
    },
    {
      "id": "seo-agency",
      "name": "SEO Agency",
      "workspace": "SEO Agency Workspace",
      "topic": "Best SEO agency for small businesses",
      "icon": "search",
      "sample_period": "September 2026",
      "researched_at": "2026-10-01",
      "sources": [
        {
          "publisher": "Clutch",
          "domain": "clutch.co",
          "monogram": "C",
          "brand": "clutch",
          "title": "Top SEO Agencies in the United States",
          "url": "https://clutch.co/us/seo-firms",
          "discovery": [
            "ChatGPT"
          ],
          "type": "Agency review directory"
        },
        {
          "publisher": "DesignRush",
          "domain": "designrush.com",
          "monogram": "D",
          "brand": "designrush",
          "title": "Top Small Business SEO Companies in the United States",
          "url": "https://www.designrush.com/agency/search-engine-optimization/small-business/us",
          "discovery": [
            "ChatGPT"
          ],
          "type": "Agency review directory"
        },
        {
          "publisher": "SE Ranking",
          "domain": "seranking.com",
          "monogram": "SE",
          "brand": "seranking",
          "title": "Best SEO Companies & Agencies in the USA",
          "url": "https://seranking.com/agencies/location/united-states/",
          "discovery": [
            "Google Search"
          ],
          "type": "Vendor-published directory"
        },
        {
          "publisher": "Podium",
          "domain": "podium.com",
          "monogram": "P",
          "brand": "podium",
          "title": "The 8 Best SEO Companies for Small Businesses",
          "url": "https://www.podium.com/article/best-seo-companies-for-small-business",
          "discovery": [
            "Google Search",
            "Google AI Overview"
          ],
          "type": "Vendor-published roundup"
        },
        {
          "publisher": "Business.com",
          "domain": "business.com",
          "monogram": "b",
          "brand": "business",
          "title": "Should You Hire an AI SEO Agency?",
          "url": "https://www.business.com/articles/should-you-hire-an-ai-seo-agency/",
          "discovery": [
            "Google Search"
          ],
          "type": "Editorial guide"
        },
        {
          "publisher": "First Page Sage",
          "domain": "firstpagesage.com",
          "monogram": "FP",
          "brand": "sage",
          "title": "The Best SEO Companies for Small Business",
          "url": "https://firstpagesage.com/seo-blog/the-best-seo-companies-for-small-business/",
          "discovery": [
            "Google Search",
            "ChatGPT"
          ],
          "type": "Agency-published comparison"
        },
        {
          "publisher": "Thrive",
          "domain": "thriveagency.com",
          "monogram": "t",
          "brand": "thrive",
          "title": "11 Best SEO Companies for Small Business",
          "url": "https://thriveagency.com/news/best-seo-companies-for-small-business/",
          "discovery": [
            "Google Search"
          ],
          "type": "Agency-published comparison"
        },
        {
          "publisher": "OuterBox",
          "domain": "outerboxdesign.com",
          "monogram": "O",
          "brand": "outerbox",
          "title": "Best Small Business SEO Services & Companies",
          "url": "https://www.outerboxdesign.com/companies/rankings/best-seo-companies/small-business-seo-services/",
          "discovery": [
            "Google Search"
          ],
          "type": "Agency-published comparison"
        },
        {
          "publisher": "Evolve",
          "domain": "evolveinc.com",
          "monogram": "e",
          "brand": "evolve",
          "title": "Top 10 SEO Agencies for Small Business in the USA",
          "url": "https://evolveinc.com/blog/top-seo-agencies-small-business-usa",
          "discovery": [
            "Google Search",
            "Google AI Overview"
          ],
          "type": "Agency-published comparison"
        },
        {
          "publisher": "Winston Digital",
          "domain": "winstondigitalmarketing.com",
          "monogram": "WD",
          "brand": "winston",
          "title": "Best SEO Companies for Small Business, Compared",
          "url": "https://winstondigitalmarketing.com/best-seo-for-small-business/",
          "discovery": [
            "Google Search",
            "Google AI Overview"
          ],
          "type": "Agency-published comparison"
        },
        {
          "publisher": "Clutch",
          "domain": "clutch.co",
          "monogram": "C",
          "brand": "clutch",
          "title": "Top SEO Companies & Services",
          "url": "https://clutch.co/seo-firms",
          "discovery": [
            "Google AI Overview"
          ],
          "type": "Agency review directory"
        },
        {
          "publisher": "CiteHawk",
          "domain": "citehawk.com",
          "monogram": "CH",
          "brand": "citehawk",
          "title": "Best SEO companies according to AI",
          "url": "https://citehawk.com/leaderboards/seo-companies",
          "discovery": [
            "ChatGPT"
          ],
          "type": "AI recommendation index"
        }
      ],
      "research_note": "Google pages 1–2 and AI Overview for the exact question, plus ChatGPT’s grouped source-research response. Agency-published comparisons are labeled explicitly. Sponsored results and company service landing pages are excluded."
    }
  ]
}