{
  "schema_version": "CandidateSelectionV2",
  "generated_at": "2026-07-06T20:29:11.145Z",
  "sourced_count": 200,
  "eval_limit": 50,
  "merged_take": 30,
  "recall_take": 20,
  "selected_count": 50,
  "selected": [
    {
      "rank": 1,
      "merged_rank": 1,
      "email": "egb08so@gmail.com",
      "name": "Saima Omar",
      "candidate_id": "egb08so_at_gmail_com",
      "strategies": [
        "structured",
        "channels",
        "content"
      ],
      "strategy_hits": 3,
      "strategy_score": 109,
      "profile_signal_score": 206,
      "matched_terms": [
        "a/b testing",
        "eCommerce",
        "Email marketing",
        "Landing pages",
        "Brand strategy",
        "shopify",
        "Website",
        "rebrand",
        "Retail",
        "Marketing Agency",
        "klaviyo",
        "Brand Strategist",
        "Newsletters",
        "Rebranding",
        "IDEO",
        "Brand guidelines",
        "Canva",
        "Figma"
      ],
      "selection_reason": [
        "merged_rank",
        "profile_signal_boost"
      ]
    },
    {
      "rank": 2,
      "merged_rank": 2,
      "email": "sorrina.bee@thewhiteagency.co",
      "name": "Sorrina Beecher",
      "candidate_id": "sorrina_bee_at_thewhiteagency_co",
      "strategies": [
        "structured",
        "channels",
        "content"
      ],
      "strategy_hits": 3,
      "strategy_score": 84,
      "profile_signal_score": 170,
      "matched_terms": [
        "eCommerce",
        "retention",
        "klaviyo",
        "Marketing Agency",
        "Email marketing",
        "Brand Strategist",
        "shopify",
        "Website",
        "Landing pages",
        "brand refresh",
        "Webflow",
        "IDEO",
        "Website design",
        "Newsletters",
        "Figma",
        "Canva"
      ],
      "selection_reason": [
        "merged_rank"
      ]
    },
    {
      "rank": 3,
      "merged_rank": 3,
      "email": "rebecca.shank@gmail.com",
      "name": "Rebecca Shank",
      "candidate_id": "rebecca_shank_at_gmail_com",
      "strategies": [
        "structured",
        "channels",
        "content"
      ],
      "strategy_hits": 3,
      "strategy_score": 55,
      "profile_signal_score": 171,
      "matched_terms": [
        "subscription",
        "retention",
        "eCommerce",
        "Email marketing",
        "shopify",
        "Website",
        "Retail",
        "email revenue",
        "klaviyo",
        "rebrand",
        "Brand strategy",
        "Rebranding",
        "IDEO",
        "Canva"
      ],
      "selection_reason": [
        "merged_rank"
      ]
    },
    {
      "rank": 4,
      "merged_rank": 4,
      "email": "myriam@mckcreatives.com",
      "name": "Myriam Gibson",
      "candidate_id": "myriam_at_mckcreatives_com",
      "strategies": [
        "structured",
        "channels",
        "content"
      ],
      "strategy_hits": 3,
      "strategy_score": 53,
      "profile_signal_score": 335,
      "matched_terms": [
        "subscription",
        "a/b testing",
        "klaviyo",
        "lifecycle",
        "retention",
        "eCommerce",
        "shopify",
        "Email marketing",
        "dtc",
        "browse abandon",
        "welcome flow",
        "flow revenue",
        "Retail",
        "email revenue",
        "Creative direction",
        "Website",
        "creative strategy",
        "Rebranding",
        "rebrand"
      ],
      "selection_reason": [
        "merged_rank",
        "profile_signal_boost"
      ]
    },
    {
      "rank": 5,
      "merged_rank": 5,
      "email": "erynn@ethicagency.com",
      "name": "Erynn Hart",
      "candidate_id": "erynn_at_ethicagency_com",
      "strategies": [
        "channels",
        "content"
      ],
      "strategy_hits": 2,
      "strategy_score": 83,
      "profile_signal_score": 134,
      "matched_terms": [
        "subscription",
        "eCommerce",
        "klaviyo",
        "Email marketing",
        "Sales collateral",
        "Website",
        "Landing pages",
        "Newsletters",
        "Rebranding",
        "lifecycle",
        "rebrand",
        "brand style guide",
        "creative strategy",
        "Retail",
        "Canva",
        "IDEO"
      ],
      "selection_reason": [
        "merged_rank"
      ]
    },
    {
      "rank": 6,
      "merged_rank": 6,
      "email": "marketing@roxanech.com",
      "name": "Roxane Chabassier",
      "candidate_id": "marketing_at_roxanech_com",
      "strategies": [
        "companies",
        "content"
      ],
      "strategy_hits": 2,
      "strategy_score": 83,
      "profile_signal_score": 418,
      "matched_terms": [
        "email revenue",
        "subscription",
        "a/b testing",
        "email flows",
        "klaviyo",
        "eCommerce",
        "retention",
        "shopify",
        "Marketing Agency",
        "Email marketing",
        "Newsletters",
        "dtc",
        "browse abandon",
        "Collins",
        "Website",
        "Retail",
        "Consumer Brands",
        "Creative Agency",
        "Canva",
        "IDEO"
      ],
      "selection_reason": [
        "merged_rank",
        "profile_signal_boost"
      ]
    },
    {
      "rank": 7,
      "merged_rank": 7,
      "email": "heatherwrightconsulting@gmail.com",
      "name": "Heather Wright",
      "candidate_id": "heatherwrightconsulting_at_gmail_com",
      "strategies": [
        "structured",
        "content"
      ],
      "strategy_hits": 2,
      "strategy_score": 79,
      "profile_signal_score": 112,
      "matched_terms": [
        "eCommerce",
        "Brand strategy",
        "Rebranding",
        "Website",
        "rebrand",
        "klaviyo",
        "shopify",
        "Retail",
        "Adobe Illustrator",
        "Landing pages",
        "Newsletters",
        "Canva",
        "Webflow"
      ],
      "selection_reason": [
        "merged_rank"
      ]
    },
    {
      "rank": 8,
      "merged_rank": 8,
      "email": "jared@brandformity.co",
      "name": "Jared Rosenberg",
      "candidate_id": "jared_at_brandformity_co",
      "strategies": [
        "structured",
        "content"
      ],
      "strategy_hits": 2,
      "strategy_score": 77,
      "profile_signal_score": 170,
      "matched_terms": [
        "subscription",
        "eCommerce",
        "Brand Strategist",
        "Brand guidelines",
        "dtc",
        "DTC brand",
        "Website",
        "Creative Director",
        "Marketing Agency",
        "Email marketing",
        "Brand strategy",
        "Retail",
        "brand refresh",
        "Canva"
      ],
      "selection_reason": [
        "merged_rank"
      ]
    },
    {
      "rank": 9,
      "merged_rank": 9,
      "email": "valbonatika@gmail.com",
      "name": "Valbona Demiri",
      "candidate_id": "valbonatika_at_gmail_com",
      "strategies": [
        "channels",
        "content"
      ],
      "strategy_hits": 2,
      "strategy_score": 74,
      "profile_signal_score": 136,
      "matched_terms": [
        "retention",
        "Email marketing",
        "brand book",
        "eCommerce",
        "Website",
        "subscription",
        "Newsletters",
        "klaviyo",
        "Brand strategy",
        "IDEO",
        "Adobe Creative Suite",
        "Advertising Agency",
        "Brand Strategist",
        "Marketing Agency",
        "Creative Agency",
        "Consumer Brands",
        "dtc",
        "Retail",
        "Figma",
        "Canva"
      ],
      "selection_reason": [
        "merged_rank"
      ]
    },
    {
      "rank": 10,
      "merged_rank": 10,
      "email": "stephenflongo@gmail.com",
      "name": "Steve Longo",
      "candidate_id": "stephenflongo_at_gmail_com",
      "strategies": [
        "channels",
        "content"
      ],
      "strategy_hits": 2,
      "strategy_score": 68,
      "profile_signal_score": 112,
      "matched_terms": [
        "eCommerce",
        "a/b testing",
        "Email marketing",
        "Landing pages",
        "Website",
        "Marketing Agency",
        "Newsletters",
        "IDEO",
        "Retail",
        "Canva",
        "Huge"
      ],
      "selection_reason": [
        "merged_rank"
      ]
    },
    {
      "rank": 11,
      "merged_rank": 11,
      "email": "meghan@happeningideas.com",
      "name": "Meghan Hardy",
      "candidate_id": "meghan_at_happeningideas_com",
      "strategies": [
        "structured",
        "content"
      ],
      "strategy_hits": 2,
      "strategy_score": 65,
      "profile_signal_score": 271,
      "matched_terms": [
        "DTC eCommerce",
        "subscription",
        "eCommerce",
        "retention",
        "shopify",
        "klaviyo",
        "dtc",
        "lifecycle",
        "Website",
        "Brand strategy",
        "Creative direction",
        "winback",
        "Retail",
        "creative strategy",
        "Consumer Brands",
        "Canva"
      ],
      "selection_reason": [
        "merged_rank",
        "profile_signal_boost"
      ]
    },
    {
      "rank": 12,
      "merged_rank": 12,
      "email": "nickherreramarketing@gmail.com",
      "name": "Nick Herrera",
      "candidate_id": "nickherreramarketing_at_gmail_com",
      "strategies": [
        "structured",
        "content"
      ],
      "strategy_hits": 2,
      "strategy_score": 60,
      "profile_signal_score": 171,
      "matched_terms": [
        "eCommerce",
        "retention",
        "a/b testing",
        "lifecycle",
        "Email marketing",
        "Brand strategy",
        "Website",
        "Retail",
        "shopify",
        "IDEO",
        "Brand guidelines",
        "Marketing Agency",
        "Canva"
      ],
      "selection_reason": [
        "merged_rank"
      ]
    },
    {
      "rank": 13,
      "merged_rank": 13,
      "email": "tanyaperess@gmail.com",
      "name": "Tanya Peress",
      "candidate_id": "tanyaperess_at_gmail_com",
      "strategies": [
        "structured",
        "content"
      ],
      "strategy_hits": 2,
      "strategy_score": 60,
      "profile_signal_score": 117,
      "matched_terms": [
        "subscription",
        "a/b testing",
        "Rebranding",
        "eCommerce",
        "Website",
        "rebrand",
        "klaviyo",
        "Brand guidelines",
        "Landing pages",
        "shopify",
        "Retail",
        "Figma",
        "Canva"
      ],
      "selection_reason": [
        "merged_rank"
      ]
    },
    {
      "rank": 14,
      "merged_rank": 14,
      "email": "merryrichter@gmail.com",
      "name": "Merry Richter",
      "candidate_id": "merryrichter_at_gmail_com",
      "strategies": [
        "channels",
        "content"
      ],
      "strategy_hits": 2,
      "strategy_score": 59,
      "profile_signal_score": 101,
      "matched_terms": [
        "a/b testing",
        "klaviyo",
        "Sales collateral",
        "brand refresh",
        "lifecycle",
        "Website",
        "Email marketing",
        "brand book",
        "rebrand",
        "Figma",
        "Canva"
      ],
      "selection_reason": [
        "merged_rank"
      ]
    },
    {
      "rank": 15,
      "merged_rank": 15,
      "email": "corisuemorris@gmail.com",
      "name": "Cori Morris",
      "candidate_id": "corisuemorris_at_gmail_com",
      "strategies": [
        "structured",
        "content"
      ],
      "strategy_hits": 2,
      "strategy_score": 57,
      "profile_signal_score": 143,
      "matched_terms": [
        "eCommerce",
        "subscription",
        "dtc",
        "retention",
        "shopify",
        "Website",
        "Brand strategy",
        "klaviyo",
        "Email marketing",
        "lifecycle",
        "Creative direction",
        "IDEO",
        "creative strategy",
        "Website design",
        "Newsletters",
        "rebrand",
        "Figma",
        "Canva"
      ],
      "selection_reason": [
        "merged_rank"
      ]
    },
    {
      "rank": 16,
      "merged_rank": 16,
      "email": "boustanycharles@gmail.com",
      "name": "Charles Boustany",
      "candidate_id": "boustanycharles_at_gmail_com",
      "strategies": [
        "structured",
        "content"
      ],
      "strategy_hits": 2,
      "strategy_score": 54,
      "profile_signal_score": 249,
      "matched_terms": [
        "eCommerce",
        "retention",
        "klaviyo",
        "shopify",
        "subscription",
        "DTC brand",
        "lifecycle",
        "dtc",
        "email flows",
        "Retail",
        "Marketing Agency",
        "Email marketing",
        "a/b testing",
        "winback",
        "creative strategy",
        "Creative direction",
        "Landing pages",
        "Website"
      ],
      "selection_reason": [
        "merged_rank",
        "profile_signal_boost"
      ]
    },
    {
      "rank": 17,
      "merged_rank": 17,
      "email": "clairewaters@lagunamarketing.co.uk",
      "name": "Claire Waters",
      "candidate_id": "clairewaters_at_lagunamarketing_co_uk",
      "strategies": [
        "channels",
        "content"
      ],
      "strategy_hits": 2,
      "strategy_score": 54,
      "profile_signal_score": 73,
      "matched_terms": [
        "Email marketing",
        "retention",
        "Website",
        "Brand strategy",
        "a/b testing",
        "Rebranding",
        "rebrand",
        "Newsletters",
        "Figma",
        "Canva",
        "IDEO"
      ],
      "selection_reason": [
        "merged_rank"
      ]
    },
    {
      "rank": 18,
      "merged_rank": 18,
      "email": "ianpjacobs@gmail.com",
      "name": "Ian Jacobs, MBA",
      "candidate_id": "ianpjacobs_at_gmail_com",
      "strategies": [
        "channels",
        "content"
      ],
      "strategy_hits": 2,
      "strategy_score": 54,
      "profile_signal_score": 112,
      "matched_terms": [
        "klaviyo",
        "Email marketing",
        "eCommerce",
        "Website",
        "subscription",
        "a/b testing",
        "Retail",
        "Landing pages",
        "lifecycle",
        "shopify",
        "Brand strategy",
        "Newsletters",
        "Rebranding",
        "rebrand",
        "Figma",
        "Canva"
      ],
      "selection_reason": [
        "merged_rank"
      ]
    },
    {
      "rank": 19,
      "merged_rank": 19,
      "email": "bryan@bryanmccarter.com",
      "name": "Bryan McCarter",
      "candidate_id": "bryan_at_bryanmccarter_com",
      "strategies": [
        "structured",
        "content"
      ],
      "strategy_hits": 2,
      "strategy_score": 52,
      "profile_signal_score": 91,
      "matched_terms": [
        "eCommerce",
        "shopify",
        "Brand strategy",
        "Website",
        "Email marketing",
        "Newsletters",
        "Retail",
        "Marketing Agency"
      ],
      "selection_reason": [
        "merged_rank"
      ]
    },
    {
      "rank": 20,
      "merged_rank": 20,
      "email": "lindsey.sullivan13@gmail.com",
      "name": "Lindsey Sullivan",
      "candidate_id": "lindsey_sullivan13_at_gmail_com",
      "strategies": [
        "structured",
        "content"
      ],
      "strategy_hits": 2,
      "strategy_score": 51,
      "profile_signal_score": 127,
      "matched_terms": [
        "eCommerce",
        "retention",
        "klaviyo",
        "Brand strategy",
        "Retail",
        "Marketing Agency",
        "Consumer Brands",
        "shopify",
        "Creative direction",
        "Website",
        "Email marketing",
        "dtc",
        "Figma",
        "Canva",
        "IDEO"
      ],
      "selection_reason": [
        "merged_rank"
      ]
    },
    {
      "rank": 21,
      "merged_rank": 21,
      "email": "mjg0614@gmail.com",
      "name": "Meredith Goldberg",
      "candidate_id": "mjg0614_at_gmail_com",
      "strategies": [
        "channels",
        "content"
      ],
      "strategy_hits": 2,
      "strategy_score": 51,
      "profile_signal_score": 104,
      "matched_terms": [
        "eCommerce",
        "a/b testing",
        "shopify",
        "Website",
        "Newsletters",
        "Email marketing",
        "Retail",
        "Figma",
        "creative strategy",
        "Marketing Agency",
        "Canva",
        "IDEO"
      ],
      "selection_reason": [
        "merged_rank"
      ]
    },
    {
      "rank": 22,
      "merged_rank": 22,
      "email": "samwilliamjacobs@gmail.com",
      "name": "Sam Jacobs",
      "candidate_id": "samwilliamjacobs_at_gmail_com",
      "strategies": [
        "structured",
        "content"
      ],
      "strategy_hits": 2,
      "strategy_score": 49,
      "profile_signal_score": 117,
      "matched_terms": [
        "subscription",
        "a/b testing",
        "eCommerce",
        "Email marketing",
        "Retail",
        "Brand strategy",
        "retention",
        "Website",
        "Newsletters",
        "Rebranding",
        "rebrand",
        "Figma"
      ],
      "selection_reason": [
        "merged_rank"
      ]
    },
    {
      "rank": 23,
      "merged_rank": 23,
      "email": "charlieriley@me.com",
      "name": "Charlie Riley",
      "candidate_id": "charlieriley_at_me_com",
      "strategies": [
        "structured",
        "content"
      ],
      "strategy_hits": 2,
      "strategy_score": 48,
      "profile_signal_score": 69,
      "matched_terms": [
        "Landing pages",
        "retention",
        "rebrand",
        "Email marketing",
        "eCommerce",
        "Website",
        "Advertising Agency",
        "Retail",
        "Marketing Agency",
        "Rebranding",
        "IDEO"
      ],
      "selection_reason": [
        "merged_rank"
      ]
    },
    {
      "rank": 24,
      "merged_rank": 24,
      "email": "beau@beauelliott.com",
      "name": "Beau Elliott",
      "candidate_id": "beau_at_beauelliott_com",
      "strategies": [
        "channels",
        "content"
      ],
      "strategy_hits": 2,
      "strategy_score": 47,
      "profile_signal_score": 60,
      "matched_terms": [
        "eCommerce",
        "Website",
        "Email marketing",
        "Rebranding",
        "retention",
        "rebrand",
        "Landing pages",
        "Retail",
        "Figma",
        "IDEO"
      ],
      "selection_reason": [
        "merged_rank"
      ]
    },
    {
      "rank": 25,
      "merged_rank": 25,
      "email": "hello@jackpwilloughby.com",
      "name": "Jack Willoughby",
      "candidate_id": "hello_at_jackpwilloughby_com",
      "strategies": [
        "structured",
        "content"
      ],
      "strategy_hits": 2,
      "strategy_score": 47,
      "profile_signal_score": 86,
      "matched_terms": [
        "eCommerce",
        "shopify",
        "Website",
        "Brand strategy",
        "retention",
        "Retail",
        "Marketing Agency",
        "Email marketing",
        "Website design",
        "rebrand",
        "Canva"
      ],
      "selection_reason": [
        "merged_rank"
      ]
    },
    {
      "rank": 26,
      "merged_rank": 26,
      "email": "dlorango@gmail.com",
      "name": "David  Lorango",
      "candidate_id": "dlorango_at_gmail_com",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 92,
      "profile_signal_score": 442,
      "matched_terms": [
        "abandoned cart",
        "subscription",
        "klaviyo",
        "eCommerce",
        "lifecycle",
        "retention",
        "shopify",
        "welcome flow",
        "DTC brand",
        "a/b testing",
        "Email marketing",
        "dtc",
        "Consumer Brands",
        "Landing pages",
        "Website",
        "Retail",
        "Creative Strategist",
        "Creative direction",
        "creative strategy",
        "Marketing Agency"
      ],
      "selection_reason": [
        "merged_rank",
        "profile_signal_boost"
      ]
    },
    {
      "rank": 27,
      "merged_rank": 27,
      "email": "g@u13n.com",
      "name": "Garrison Yang",
      "candidate_id": "g_at_u13n_com",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 92,
      "profile_signal_score": 291,
      "matched_terms": [
        "subscription",
        "eCommerce",
        "lifecycle",
        "shopify",
        "DTC eCommerce",
        "Email marketing",
        "dtc",
        "creative strategy",
        "Marketing Agency",
        "Consumer Brands",
        "Website",
        "Retail",
        "klaviyo",
        "Sketch",
        "Typography",
        "DTC brand",
        "IDEO",
        "rebrand",
        "Newsletters",
        "Huge"
      ],
      "selection_reason": [
        "merged_rank",
        "profile_signal_boost"
      ]
    },
    {
      "rank": 28,
      "merged_rank": 28,
      "email": "lanell@6degrees.team",
      "name": "LaNell Frances Angerstein",
      "candidate_id": "lanell_at_6degrees_team",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 89,
      "profile_signal_score": 161,
      "matched_terms": [
        "lifecycle",
        "a/b testing",
        "Website design",
        "Rebranding",
        "eCommerce",
        "Website",
        "rebrand",
        "Creative direction",
        "Brand guidelines",
        "Brand strategy",
        "retention",
        "Retail",
        "IDEO",
        "Landing pages",
        "Newsletters",
        "Typography",
        "Canva",
        "Figma"
      ],
      "selection_reason": [
        "merged_rank"
      ]
    },
    {
      "rank": 29,
      "merged_rank": 29,
      "email": "raquel@raquelbowles.com",
      "name": "Raquel Bowles",
      "candidate_id": "raquel_at_raquelbowles_com",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 87,
      "profile_signal_score": 209,
      "matched_terms": [
        "retention",
        "a/b testing",
        "eCommerce",
        "shopify",
        "Email marketing",
        "Brand strategy",
        "Rebranding",
        "Website",
        "rebrand",
        "Landing pages",
        "subscription",
        "klaviyo",
        "lifecycle",
        "IDEO",
        "Retail",
        "Figma",
        "Canva"
      ],
      "selection_reason": [
        "merged_rank",
        "profile_signal_boost"
      ]
    },
    {
      "rank": 30,
      "merged_rank": 30,
      "email": "b@316-interactive.com",
      "name": "Bobby Taslimi",
      "candidate_id": "b_at_316_interactive_com",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 85,
      "profile_signal_score": 43,
      "matched_terms": [
        "eCommerce",
        "creative strategy",
        "Marketing Agency",
        "Email marketing",
        "Landing pages",
        "Creative direction",
        "Website",
        "Canva"
      ],
      "selection_reason": [
        "merged_rank"
      ]
    },
    {
      "rank": 31,
      "merged_rank": 120,
      "email": "shane@ownedgrowth.com",
      "name": "Shane Mulcahy",
      "candidate_id": "shane_at_ownedgrowth_com",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 47,
      "profile_signal_score": 405,
      "matched_terms": [
        "email flows",
        "a/b testing",
        "klaviyo",
        "flow revenue",
        "eCommerce",
        "lifecycle",
        "retention",
        "shopify",
        "DTC eCommerce",
        "subscription",
        "Email marketing",
        "dtc",
        "Retail",
        "DTC brand",
        "Canva",
        "Consumer Brands",
        "Landing pages",
        "Figma"
      ],
      "selection_reason": [
        "profile_signal_boost"
      ]
    },
    {
      "rank": 32,
      "merged_rank": 31,
      "email": "lucas.mondora@gmail.com",
      "name": "Lucas Mondora",
      "candidate_id": "lucas_mondora_at_gmail_com",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 85,
      "profile_signal_score": 316,
      "matched_terms": [
        "subscription",
        "klaviyo",
        "eCommerce",
        "retention",
        "shopify",
        "a/b testing",
        "Brand strategy",
        "Landing pages",
        "dtc",
        "Email marketing",
        "DTC brand",
        "lifecycle",
        "Website",
        "DTC eCommerce",
        "Marketing Agency",
        "Retail",
        "Rebranding",
        "rebrand",
        "Figma",
        "Canva"
      ],
      "selection_reason": [
        "profile_signal_boost"
      ]
    },
    {
      "rank": 33,
      "merged_rank": 56,
      "email": "ellie.stamouli@hotmail.com",
      "name": "Ellie Stamouli",
      "candidate_id": "ellie_stamouli_at_hotmail_com",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 58,
      "profile_signal_score": 308,
      "matched_terms": [
        "email revenue",
        "klaviyo",
        "eCommerce",
        "lifecycle",
        "shopify",
        "retention",
        "Email marketing",
        "Marketing Agency",
        "Consumer Brands",
        "welcome flow",
        "Retail",
        "subscription",
        "a/b testing",
        "Website",
        "DTC brand",
        "dtc",
        "Brand strategy",
        "Landing pages",
        "rebrand",
        "Canva"
      ],
      "selection_reason": [
        "profile_signal_boost"
      ]
    },
    {
      "rank": 34,
      "merged_rank": 78,
      "email": "janky.patel@gmail.com",
      "name": "Janky Patel",
      "candidate_id": "janky_patel_at_gmail_com",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 52,
      "profile_signal_score": 308,
      "matched_terms": [
        "subscription",
        "a/b testing",
        "klaviyo",
        "retention",
        "email flows",
        "eCommerce",
        "lifecycle",
        "creative strategy",
        "Email marketing",
        "dtc",
        "Creative Strategist",
        "Retail",
        "DTC brand",
        "Website",
        "Canva",
        "Creative Director",
        "Landing pages",
        "IDEO"
      ],
      "selection_reason": [
        "profile_signal_boost"
      ]
    },
    {
      "rank": 35,
      "merged_rank": 118,
      "email": "lalamber12@gmail.com",
      "name": "Lauren Lambert",
      "candidate_id": "lalamber12_at_gmail_com",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 47,
      "profile_signal_score": 301,
      "matched_terms": [
        "a/b testing",
        "klaviyo",
        "subscription",
        "eCommerce",
        "lifecycle",
        "retention",
        "shopify",
        "Email marketing",
        "abandoned cart",
        "Website",
        "dtc",
        "Landing pages",
        "Website design",
        "Retail",
        "Figma",
        "IDEO"
      ],
      "selection_reason": [
        "profile_signal_boost"
      ]
    },
    {
      "rank": 36,
      "merged_rank": 65,
      "email": "dillon@theconvertlab.com",
      "name": "Dillon Zolnierczyk",
      "candidate_id": "dillon_at_theconvertlab_com",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 55,
      "profile_signal_score": 285,
      "matched_terms": [
        "subscription",
        "a/b testing",
        "shopify",
        "abandoned cart",
        "eCommerce",
        "klaviyo",
        "Email marketing",
        "dtc",
        "lifecycle",
        "Website",
        "Marketing Agency",
        "DTC brand",
        "retention",
        "Retail",
        "Creative direction",
        "Landing pages",
        "IDEO",
        "rebrand",
        "Canva",
        "Huge"
      ],
      "selection_reason": [
        "profile_signal_boost"
      ]
    },
    {
      "rank": 37,
      "merged_rank": 103,
      "email": "mslatts63@gmail.com",
      "name": "Michelle Slattery",
      "candidate_id": "mslatts63_at_gmail_com",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 49,
      "profile_signal_score": 269,
      "matched_terms": [
        "subscription",
        "klaviyo",
        "eCommerce",
        "retention",
        "email revenue",
        "a/b testing",
        "Email marketing",
        "Brand strategy",
        "abandoned cart",
        "shopify",
        "DTC eCommerce",
        "Retail",
        "DTC brand",
        "lifecycle",
        "dtc",
        "Website",
        "rebrand",
        "Huge",
        "IDEO"
      ],
      "selection_reason": [
        "profile_signal_boost"
      ]
    },
    {
      "rank": 38,
      "merged_rank": 59,
      "email": "joannbdoan@gmail.com",
      "name": "Joann Doan",
      "candidate_id": "joannbdoan_at_gmail_com",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 56,
      "profile_signal_score": 260,
      "matched_terms": [
        "a/b testing",
        "eCommerce",
        "lifecycle",
        "retention",
        "subscription",
        "abandoned cart",
        "Email marketing",
        "Landing pages",
        "shopify",
        "Website",
        "Retail",
        "IDEO",
        "Consumer Brands",
        "rebrand",
        "Sketch",
        "Figma",
        "Canva"
      ],
      "selection_reason": [
        "profile_signal_boost"
      ]
    },
    {
      "rank": 39,
      "merged_rank": 114,
      "email": "andrew@effectivemarketinginc.com",
      "name": "Andrew Parker",
      "candidate_id": "andrew_at_effectivemarketinginc_com",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 47,
      "profile_signal_score": 251,
      "matched_terms": [
        "a/b testing",
        "abandoned cart",
        "lifecycle",
        "subscription",
        "eCommerce",
        "Email marketing",
        "retention",
        "shopify",
        "Website",
        "klaviyo",
        "winback",
        "Retail",
        "IDEO",
        "Brand strategy",
        "Landing pages",
        "Rebranding",
        "rebrand",
        "Canva"
      ],
      "selection_reason": [
        "profile_signal_boost"
      ]
    },
    {
      "rank": 40,
      "merged_rank": 41,
      "email": "karan_nanda@hotmail.com",
      "name": "Karan Nanda",
      "candidate_id": "karan_nanda_at_hotmail_com",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 67,
      "profile_signal_score": 240,
      "matched_terms": [
        "abandoned cart",
        "a/b testing",
        "subscription",
        "retention",
        "Email marketing",
        "Newsletters",
        "eCommerce",
        "lifecycle",
        "Landing pages",
        "email revenue",
        "Website",
        "Brand strategy",
        "Creative Agency",
        "Website design",
        "rebrand",
        "Figma",
        "Canva",
        "IDEO"
      ],
      "selection_reason": [
        "profile_signal_boost"
      ]
    },
    {
      "rank": 41,
      "merged_rank": 124,
      "email": "eganjover@gmail.com",
      "name": "Egan Jover",
      "candidate_id": "eganjover_at_gmail_com",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 46,
      "profile_signal_score": 240,
      "matched_terms": [
        "klaviyo",
        "eCommerce",
        "lifecycle",
        "retention",
        "shopify",
        "subscription",
        "Email marketing",
        "email flows",
        "a/b testing",
        "Webflow",
        "Retail",
        "Marketing Agency",
        "Website",
        "dtc",
        "IDEO"
      ],
      "selection_reason": [
        "profile_signal_boost"
      ]
    },
    {
      "rank": 42,
      "merged_rank": 57,
      "email": "gloria@roguestories.com",
      "name": "Gloria Chik",
      "candidate_id": "gloria_at_roguestories_com",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 58,
      "profile_signal_score": 236,
      "matched_terms": [
        "klaviyo",
        "eCommerce",
        "shopify",
        "a/b testing",
        "Email marketing",
        "dtc",
        "email flows",
        "DTC brand",
        "Website",
        "Retail",
        "DTC eCommerce",
        "subscription",
        "winback",
        "lifecycle",
        "Creative direction",
        "Creative Director",
        "creative strategy",
        "Marketing Agency",
        "Landing pages",
        "Canva"
      ],
      "selection_reason": [
        "profile_signal_boost"
      ]
    },
    {
      "rank": 43,
      "merged_rank": 38,
      "email": "yykholeif@gmail.com",
      "name": "Youssef Kholeif",
      "candidate_id": "yykholeif_at_gmail_com",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 71,
      "profile_signal_score": 231,
      "matched_terms": [
        "DTC eCommerce",
        "a/b testing",
        "eCommerce",
        "subscription",
        "retention",
        "Marketing Agency",
        "dtc",
        "Website",
        "Retail",
        "creative strategy",
        "Newsletters",
        "IDEO",
        "Email marketing",
        "Webflow"
      ],
      "selection_reason": [
        "profile_signal_boost"
      ]
    },
    {
      "rank": 44,
      "merged_rank": 89,
      "email": "brian@briancliette.me",
      "name": "Brian Cliette",
      "candidate_id": "brian_at_briancliette_me",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 50,
      "profile_signal_score": 213,
      "matched_terms": [
        "a/b testing",
        "eCommerce",
        "lifecycle",
        "retention",
        "dtc",
        "Landing pages",
        "shopify",
        "Website",
        "Email marketing",
        "DTC eCommerce",
        "subscription",
        "Retail",
        "Newsletters",
        "IDEO",
        "Figma"
      ],
      "selection_reason": [
        "profile_signal_boost"
      ]
    },
    {
      "rank": 45,
      "merged_rank": 100,
      "email": "jason@bravemedia.com",
      "name": "Jason M Veen",
      "candidate_id": "jason_at_bravemedia_com",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 49,
      "profile_signal_score": 209,
      "matched_terms": [
        "klaviyo",
        "a/b testing",
        "email flows",
        "Email marketing",
        "abandoned cart",
        "eCommerce",
        "Marketing Agency",
        "subscription",
        "Retail",
        "Creative Agency",
        "Newsletters",
        "retention",
        "Website",
        "dtc",
        "Consumer Brands",
        "Landing pages",
        "Canva",
        "IDEO",
        "Figma"
      ],
      "selection_reason": [
        "profile_signal_boost"
      ]
    },
    {
      "rank": 46,
      "merged_rank": 116,
      "email": "mrjoemorgan@gmail.com",
      "name": "Joe Morgan",
      "candidate_id": "mrjoemorgan_at_gmail_com",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 47,
      "profile_signal_score": 208,
      "matched_terms": [
        "a/b testing",
        "shopify",
        "eCommerce",
        "klaviyo",
        "Brand strategy",
        "lifecycle",
        "retention",
        "Website",
        "Retail",
        "subscription",
        "Marketing Agency",
        "DTC brand",
        "dtc",
        "Email marketing",
        "Figma",
        "IDEO"
      ],
      "selection_reason": [
        "profile_signal_boost"
      ]
    },
    {
      "rank": 47,
      "merged_rank": 146,
      "email": "michellemoniquejames@gmail.com",
      "name": "Michelle James",
      "candidate_id": "michellemoniquejames_at_gmail_com",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 44,
      "profile_signal_score": 201,
      "matched_terms": [
        "subscription",
        "eCommerce",
        "a/b testing",
        "shopify",
        "Marketing Agency",
        "dtc",
        "abandoned cart",
        "Retail",
        "Website",
        "klaviyo",
        "lifecycle",
        "retention",
        "Brand strategy",
        "Website design",
        "Figma",
        "Canva"
      ],
      "selection_reason": [
        "profile_signal_boost"
      ]
    },
    {
      "rank": 48,
      "merged_rank": 44,
      "email": "stephen.shew@gmail.com",
      "name": "Stephen Shew",
      "candidate_id": "stephen_shew_at_gmail_com",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 65,
      "profile_signal_score": 198,
      "matched_terms": [
        "lifecycle",
        "retention",
        "eCommerce",
        "subscription",
        "winback",
        "Email marketing",
        "email flows",
        "Website",
        "Marketing Agency",
        "Newsletters",
        "a/b testing",
        "Brand strategy",
        "Landing pages",
        "IDEO",
        "Figma",
        "Canva"
      ],
      "selection_reason": [
        "profile_signal_boost"
      ]
    },
    {
      "rank": 49,
      "merged_rank": 121,
      "email": "stuart.shaul@gmail.com",
      "name": "Stuart Shaul",
      "candidate_id": "stuart_shaul_at_gmail_com",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 47,
      "profile_signal_score": 198,
      "matched_terms": [
        "subscription",
        "retention",
        "a/b testing",
        "eCommerce",
        "klaviyo",
        "Website",
        "Marketing Agency",
        "Email marketing",
        "dtc",
        "IDEO",
        "rebrand",
        "Retail",
        "Consumer Brands",
        "Brand strategy",
        "Rebranding"
      ],
      "selection_reason": [
        "profile_signal_boost"
      ]
    },
    {
      "rank": 50,
      "merged_rank": 32,
      "email": "writemestacy@gmail.com",
      "name": "Stacy Thal",
      "candidate_id": "writemestacy_at_gmail_com",
      "strategies": [
        "content"
      ],
      "strategy_hits": 1,
      "strategy_score": 79,
      "profile_signal_score": 190,
      "matched_terms": [
        "subscription",
        "retention",
        "Creative direction",
        "eCommerce",
        "Creative Director",
        "Brand strategy",
        "Rebranding",
        "Retail",
        "brand refresh",
        "Website",
        "rebrand",
        "Brand Strategist",
        "dtc"
      ],
      "selection_reason": [
        "profile_signal_boost"
      ]
    }
  ]
}