{"kind":"category_hub","category":"real_estate_moving","task_family":"compare","launch_target_rows":300,"rows":[{"category":"real_estate_moving","rank":1,"site":"zillow.com","company":"Zillow","task_key":"real_estate_moving.search_rental","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.zillow.com/rent/","https://www.zillow.com/rental-manager/resources/"],"public_path":"Public rental listing or search surface lets an agent compare listings, fees, amenities, commute details, and availability before any contact or application step.","blockers":["forced_account_creation","hidden_fee","dynamic_dom_unstable","policy_parseable"],"guardrails":["Do not submit contact forms, applications, tours, screening data, or payments without explicit user approval.","Flag missing fees, stale availability, broker fees, and suspicious listings for human review."],"success_signals":["Listings and filters visible","Price, address/area, amenities, fees, or availability parsed","Contact/apply boundary identified"],"seo_angle":"Zillow Rental Search: AI Agent Public Preflight","confidence_note":"Official public listing surfaces can be reviewed without mutating action; availability and fees still need user verification before outreach.","notes":"Top real estate/rental marketplace; strong listing-search preflight target. Removed ranking-only source URL(s) from row-level evidence: https://www.zumper.com/blog/the-8-best-apartment-search-websites/. Ranking sources belong in source-priority-notes.md, not public_source_urls."},{"category":"real_estate_moving","rank":2,"site":"craigslist.org","company":"Craigslist","task_key":"real_estate_moving.search_rental","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.craigslist.org/about/help/"],"public_path":"Public rental listing or search surface lets an agent compare listings, fees, amenities, commute details, and availability before any contact or application step.","blockers":["forced_account_creation","hidden_fee","dynamic_dom_unstable","policy_parseable"],"guardrails":["Do not submit contact forms, applications, tours, screening data, or payments without explicit user approval.","Flag missing fees, stale availability, broker fees, and suspicious listings for human review."],"success_signals":["Listings and filters visible","Price, address/area, amenities, fees, or availability parsed","Contact/apply boundary identified"],"seo_angle":"Craigslist Rental Search: AI Agent Public Preflight","confidence_note":"Official public listing surfaces can be reviewed without mutating action; availability and fees still need user verification before outreach.","notes":"High-engagement classifieds site with scam/staleness risk. Removed ranking-only source URL(s) from row-level evidence: https://analytics.explodingtopics.com/website/united-states/real-estate. Ranking sources belong in source-priority-notes.md, not public_source_urls."},{"category":"real_estate_moving","rank":4,"site":"redfin.com","company":"Redfin","task_key":"real_estate_moving.search_rental","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.redfin.com/rentals","https://www.redfin.com/guides"],"public_path":"Public rental listing or search surface lets an agent compare listings, fees, amenities, commute details, and availability before any contact or application step.","blockers":["forced_account_creation","hidden_fee","dynamic_dom_unstable","policy_parseable"],"guardrails":["Do not submit contact forms, applications, tours, screening data, or payments without explicit user approval.","Flag missing fees, stale availability, broker fees, and suspicious listings for human review."],"success_signals":["Listings and filters visible","Price, address/area, amenities, fees, or availability parsed","Contact/apply boundary identified"],"seo_angle":"Redfin Rental Search: AI Agent Public Preflight","confidence_note":"Official public listing surfaces can be reviewed without mutating action; availability and fees still need user verification before outreach.","notes":"Sale/rental search surface with brokerage contact boundaries. Removed ranking-only source URL(s) from row-level evidence: https://analytics.explodingtopics.com/website/united-states/real-estate. Ranking sources belong in source-priority-notes.md, not public_source_urls."},{"category":"real_estate_moving","rank":7,"site":"trulia.com","company":"Trulia","task_key":"real_estate_moving.search_rental","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.trulia.com/rent/"],"public_path":"Public rental listing or search surface lets an agent compare listings, fees, amenities, commute details, and availability before any contact or application step.","blockers":["forced_account_creation","hidden_fee","dynamic_dom_unstable","policy_parseable"],"guardrails":["Do not submit contact forms, applications, tours, screening data, or payments without explicit user approval.","Flag missing fees, stale availability, broker fees, and suspicious listings for human review."],"success_signals":["Listings and filters visible","Price, address/area, amenities, fees, or availability parsed","Contact/apply boundary identified"],"seo_angle":"Trulia Rental Search: AI Agent Public Preflight","confidence_note":"Official public listing surfaces can be reviewed without mutating action; availability and fees still need user verification before outreach.","notes":"Rental marketplace search surface. Removed ranking-only source URL(s) from row-level evidence: https://analytics.explodingtopics.com/website/united-states/real-estate. Ranking sources belong in source-priority-notes.md, not public_source_urls."},{"category":"real_estate_moving","rank":10,"site":"vrbo.com","company":"Vrbo","task_key":"real_estate_moving.search_rental","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.vrbo.com/","https://help.vrbo.com/"],"public_path":"Public rental listing or search surface lets an agent compare listings, fees, amenities, commute details, and availability before any contact or application step.","blockers":["forced_account_creation","hidden_fee","dynamic_dom_unstable","policy_parseable"],"guardrails":["Do not submit contact forms, applications, tours, screening data, or payments without explicit user approval.","Flag missing fees, stale availability, broker fees, and suspicious listings for human review."],"success_signals":["Listings and filters visible","Price, address/area, amenities, fees, or availability parsed","Contact/apply boundary identified"],"seo_angle":"Vrbo Rental Search: AI Agent Public Preflight","confidence_note":"Official public listing surfaces can be reviewed without mutating action; availability and fees still need user verification before outreach.","notes":"Short-term rental marketplace appears in real estate traffic rankings; booking actions remain travel-like. Removed ranking-only source URL(s) from row-level evidence: https://analytics.explodingtopics.com/website/united-states/real-estate. Ranking sources belong in source-priority-notes.md, not public_source_urls."},{"category":"real_estate_moving","rank":17,"site":"apartmentlist.com","company":"Apartment List","task_key":"real_estate_moving.search_rental","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.apartmentlist.com/"],"public_path":"Public rental listing or search surface lets an agent compare listings, fees, amenities, commute details, and availability before any contact or application step.","blockers":["forced_account_creation","hidden_fee","dynamic_dom_unstable","policy_parseable"],"guardrails":["Do not submit contact forms, applications, tours, screening data, or payments without explicit user approval.","Flag missing fees, stale availability, broker fees, and suspicious listings for human review."],"success_signals":["Listings and filters visible","Price, address/area, amenities, fees, or availability parsed","Contact/apply boundary identified"],"seo_angle":"Apartment List Rental Search: AI Agent Public Preflight","confidence_note":"Official public listing surfaces can be reviewed without mutating action; availability and fees still need user verification before outreach.","notes":"Apartment matching marketplace. Removed ranking-only source URL(s) from row-level evidence: https://analytics.explodingtopics.com/website/united-states/real-estate. Ranking sources belong in source-priority-notes.md, not public_source_urls."},{"category":"real_estate_moving","rank":19,"site":"onehome.com","company":"OneHome","task_key":"real_estate_moving.search_rental","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.onehome.com/"],"public_path":"Public rental listing or search surface lets an agent compare listings, fees, amenities, commute details, and availability before any contact or application step.","blockers":["forced_account_creation","hidden_fee","dynamic_dom_unstable","policy_parseable"],"guardrails":["Do not submit contact forms, applications, tours, screening data, or payments without explicit user approval.","Flag missing fees, stale availability, broker fees, and suspicious listings for human review."],"success_signals":["Listings and filters visible","Price, address/area, amenities, fees, or availability parsed","Contact/apply boundary identified"],"seo_angle":"OneHome Rental Search: AI Agent Public Preflight","confidence_note":"Official public listing surfaces can be reviewed without mutating action; availability and fees still need user verification before outreach.","notes":"Consumer home-search portal. Removed ranking-only source URL(s) from row-level evidence: https://analytics.explodingtopics.com/website/united-states/real-estate. Ranking sources belong in source-priority-notes.md, not public_source_urls."},{"category":"real_estate_moving","rank":20,"site":"movoto.com","company":"Movoto","task_key":"real_estate_moving.search_rental","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.movoto.com/"],"public_path":"Public rental listing or search surface lets an agent compare listings, fees, amenities, commute details, and availability before any contact or application step.","blockers":["forced_account_creation","hidden_fee","dynamic_dom_unstable","policy_parseable"],"guardrails":["Do not submit contact forms, applications, tours, screening data, or payments without explicit user approval.","Flag missing fees, stale availability, broker fees, and suspicious listings for human review."],"success_signals":["Listings and filters visible","Price, address/area, amenities, fees, or availability parsed","Contact/apply boundary identified"],"seo_angle":"Movoto Rental Search: AI Agent Public Preflight","confidence_note":"Official public listing surfaces can be reviewed without mutating action; availability and fees still need user verification before outreach.","notes":"Home search and agent-contact boundary. Removed ranking-only source URL(s) from row-level evidence: https://analytics.explodingtopics.com/website/united-states/real-estate. Ranking sources belong in source-priority-notes.md, not public_source_urls."},{"category":"real_estate_moving","rank":22,"site":"zumper.com","company":"Zumper","task_key":"real_estate_moving.search_rental","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.zumper.com/blog/the-8-best-apartment-search-websites/","https://www.zumper.com/"],"public_path":"Public rental listing or search surface lets an agent compare listings, fees, amenities, commute details, and availability before any contact or application step.","blockers":["forced_account_creation","hidden_fee","dynamic_dom_unstable","policy_parseable"],"guardrails":["Do not submit contact forms, applications, tours, screening data, or payments without explicit user approval.","Flag missing fees, stale availability, broker fees, and suspicious listings for human review."],"success_signals":["Listings and filters visible","Price, address/area, amenities, fees, or availability parsed","Contact/apply boundary identified"],"seo_angle":"Zumper Rental Search: AI Agent Public Preflight","confidence_note":"Official public listing surfaces can be reviewed without mutating action; availability and fees still need user verification before outreach.","notes":"Apartment search marketplace and own public ranking source."},{"category":"real_estate_moving","rank":23,"site":"padmapper.com","company":"PadMapper","task_key":"real_estate_moving.search_rental","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.padmapper.com/"],"public_path":"Public rental listing or search surface lets an agent compare listings, fees, amenities, commute details, and availability before any contact or application step.","blockers":["forced_account_creation","hidden_fee","dynamic_dom_unstable","policy_parseable"],"guardrails":["Do not submit contact forms, applications, tours, screening data, or payments without explicit user approval.","Flag missing fees, stale availability, broker fees, and suspicious listings for human review."],"success_signals":["Listings and filters visible","Price, address/area, amenities, fees, or availability parsed","Contact/apply boundary identified"],"seo_angle":"PadMapper Rental Search: AI Agent Public Preflight","confidence_note":"Official public listing surfaces can be reviewed without mutating action; availability and fees still need user verification before outreach.","notes":"Apartment map search surface. Removed ranking-only source URL(s) from row-level evidence: https://www.zumper.com/blog/the-8-best-apartment-search-websites/. Ranking sources belong in source-priority-notes.md, not public_source_urls."},{"category":"real_estate_moving","rank":31,"site":"lendingtree.com","company":"LendingTree","task_key":"real_estate_moving.estimate_mortgage","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.lendingtree.com/home/mortgage/"],"public_path":"Official mortgage information, calculator, or education page can be used to estimate affordability, payments, or loan options without starting an application.","blockers":["forced_account_creation","human_handoff_required","policy_parseable"],"guardrails":["Do not submit loan applications, credit checks, SSNs, income documents, or personally identifying financial information.","Treat calculator output as educational and route preapproval or rate locks to a human-controlled session."],"success_signals":["Calculator or loan education page identified","Input assumptions and disclaimers visible","Application boundary identified"],"seo_angle":"LendingTree Mortgage Calculators: AI Agent Public Preflight","confidence_note":"Official public mortgage pages are suitable for education and rough estimates; credit decisions and preapprovals require user-present handling.","notes":"Mortgage comparison marketplace; lead form boundary is sensitive. Removed ranking-only source URL(s) from row-level evidence: https://analytics.explodingtopics.com/website/united-states/real-estate. Ranking sources belong in source-priority-notes.md, not public_source_urls."},{"category":"real_estate_moving","rank":32,"site":"bankrate.com","company":"Bankrate Mortgages","task_key":"real_estate_moving.estimate_mortgage","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.bankrate.com/mortgages/"],"public_path":"Official mortgage information, calculator, or education page can be used to estimate affordability, payments, or loan options without starting an application.","blockers":["forced_account_creation","human_handoff_required","policy_parseable"],"guardrails":["Do not submit loan applications, credit checks, SSNs, income documents, or personally identifying financial information.","Treat calculator output as educational and route preapproval or rate locks to a human-controlled session."],"success_signals":["Calculator or loan education page identified","Input assumptions and disclaimers visible","Application boundary identified"],"seo_angle":"Bankrate Mortgages Mortgage Calculators: AI Agent Public Preflight","confidence_note":"Official public mortgage pages are suitable for education and rough estimates; credit decisions and preapprovals require user-present handling.","notes":"Mortgage rate and calculator education surface. Removed ranking-only source URL(s) from row-level evidence: https://analytics.explodingtopics.com/website/united-states/real-estate. Ranking sources belong in source-priority-notes.md, not public_source_urls."},{"category":"real_estate_moving","rank":33,"site":"nerdwallet.com","company":"NerdWallet Mortgages","task_key":"real_estate_moving.estimate_mortgage","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.nerdwallet.com/mortgages/mortgage-calculator"],"public_path":"Official mortgage information, calculator, or education page can be used to estimate affordability, payments, or loan options without starting an application.","blockers":["forced_account_creation","human_handoff_required","policy_parseable"],"guardrails":["Do not submit loan applications, credit checks, SSNs, income documents, or personally identifying financial information.","Treat calculator output as educational and route preapproval or rate locks to a human-controlled session."],"success_signals":["Calculator or loan education page identified","Input assumptions and disclaimers visible","Application boundary identified"],"seo_angle":"NerdWallet Mortgages Mortgage Calculators: AI Agent Public Preflight","confidence_note":"Official public mortgage pages are suitable for education and rough estimates; credit decisions and preapprovals require user-present handling.","notes":"Mortgage calculator and education surface. Removed ranking-only source URL(s) from row-level evidence: https://analytics.explodingtopics.com/website/united-states/real-estate. Ranking sources belong in source-priority-notes.md, not public_source_urls."},{"category":"real_estate_moving","rank":34,"site":"better.com","company":"Better Mortgage","task_key":"real_estate_moving.estimate_mortgage","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://better.com/mortgage-calculator"],"public_path":"Official mortgage information, calculator, or education page can be used to estimate affordability, payments, or loan options without starting an application.","blockers":["forced_account_creation","human_handoff_required","policy_parseable"],"guardrails":["Do not submit loan applications, credit checks, SSNs, income documents, or personally identifying financial information.","Treat calculator output as educational and route preapproval or rate locks to a human-controlled session."],"success_signals":["Calculator or loan education page identified","Input assumptions and disclaimers visible","Application boundary identified"],"seo_angle":"Better Mortgage Mortgage Calculators: AI Agent Public Preflight","confidence_note":"Official public mortgage pages are suitable for education and rough estimates; credit decisions and preapprovals require user-present handling.","notes":"Mortgage calculator/application boundary. Removed ranking-only source URL(s) from row-level evidence: https://analytics.explodingtopics.com/website/united-states/real-estate. Ranking sources belong in source-priority-notes.md, not public_source_urls."},{"category":"real_estate_moving","rank":35,"site":"pennymac.com","company":"Pennymac","task_key":"real_estate_moving.estimate_mortgage","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.pennymac.com/mortgage-calculators"],"public_path":"Official mortgage information, calculator, or education page can be used to estimate affordability, payments, or loan options without starting an application.","blockers":["forced_account_creation","human_handoff_required","policy_parseable"],"guardrails":["Do not submit loan applications, credit checks, SSNs, income documents, or personally identifying financial information.","Treat calculator output as educational and route preapproval or rate locks to a human-controlled session."],"success_signals":["Calculator or loan education page identified","Input assumptions and disclaimers visible","Application boundary identified"],"seo_angle":"Pennymac Mortgage Calculators: AI Agent Public Preflight","confidence_note":"Official public mortgage pages are suitable for education and rough estimates; credit decisions and preapprovals require user-present handling.","notes":"Mortgage calculator education surface. Removed ranking-only source URL(s) from row-level evidence: https://analytics.explodingtopics.com/website/united-states/real-estate. Ranking sources belong in source-priority-notes.md, not public_source_urls."},{"category":"real_estate_moving","rank":36,"site":"loandepot.com","company":"loanDepot","task_key":"real_estate_moving.estimate_mortgage","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.loandepot.com/mortgage-calculator"],"public_path":"Official mortgage information, calculator, or education page can be used to estimate affordability, payments, or loan options without starting an application.","blockers":["forced_account_creation","human_handoff_required","policy_parseable"],"guardrails":["Do not submit loan applications, credit checks, SSNs, income documents, or personally identifying financial information.","Treat calculator output as educational and route preapproval or rate locks to a human-controlled session."],"success_signals":["Calculator or loan education page identified","Input assumptions and disclaimers visible","Application boundary identified"],"seo_angle":"loanDepot Mortgage Calculators: AI Agent Public Preflight","confidence_note":"Official public mortgage pages are suitable for education and rough estimates; credit decisions and preapprovals require user-present handling.","notes":"Mortgage calculator and application boundary. Removed ranking-only source URL(s) from row-level evidence: https://analytics.explodingtopics.com/website/united-states/real-estate. Ranking sources belong in source-priority-notes.md, not public_source_urls."},{"category":"real_estate_moving","rank":37,"site":"chase.com","company":"Chase Home Lending","task_key":"real_estate_moving.estimate_mortgage","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.chase.com/personal/mortgage"],"public_path":"Official mortgage information, calculator, or education page can be used to estimate affordability, payments, or loan options without starting an application.","blockers":["forced_account_creation","human_handoff_required","policy_parseable"],"guardrails":["Do not submit loan applications, credit checks, SSNs, income documents, or personally identifying financial information.","Treat calculator output as educational and route preapproval or rate locks to a human-controlled session."],"success_signals":["Calculator or loan education page identified","Input assumptions and disclaimers visible","Application boundary identified"],"seo_angle":"Chase Home Lending Mortgage Calculators: AI Agent Public Preflight","confidence_note":"Official public mortgage pages are suitable for education and rough estimates; credit decisions and preapprovals require user-present handling.","notes":"Bank mortgage education and application boundary. Removed ranking-only source URL(s) from row-level evidence: https://analytics.explodingtopics.com/website/united-states/real-estate. Ranking sources belong in source-priority-notes.md, not public_source_urls."},{"category":"real_estate_moving","rank":38,"site":"wellsfargo.com","company":"Wells Fargo Mortgage","task_key":"real_estate_moving.estimate_mortgage","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.wellsfargo.com/mortgage/"],"public_path":"Official mortgage information, calculator, or education page can be used to estimate affordability, payments, or loan options without starting an application.","blockers":["forced_account_creation","human_handoff_required","policy_parseable"],"guardrails":["Do not submit loan applications, credit checks, SSNs, income documents, or personally identifying financial information.","Treat calculator output as educational and route preapproval or rate locks to a human-controlled session."],"success_signals":["Calculator or loan education page identified","Input assumptions and disclaimers visible","Application boundary identified"],"seo_angle":"Wells Fargo Mortgage Mortgage Calculators: AI Agent Public Preflight","confidence_note":"Official public mortgage pages are suitable for education and rough estimates; credit decisions and preapprovals require user-present handling.","notes":"Bank mortgage education and application boundary. Removed ranking-only source URL(s) from row-level evidence: https://analytics.explodingtopics.com/website/united-states/real-estate. Ranking sources belong in source-priority-notes.md, not public_source_urls."},{"category":"real_estate_moving","rank":39,"site":"bankofamerica.com","company":"Bank of America Home Loans","task_key":"real_estate_moving.estimate_mortgage","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.bankofamerica.com/mortgage/"],"public_path":"Official mortgage information, calculator, or education page can be used to estimate affordability, payments, or loan options without starting an application.","blockers":["forced_account_creation","human_handoff_required","policy_parseable"],"guardrails":["Do not submit loan applications, credit checks, SSNs, income documents, or personally identifying financial information.","Treat calculator output as educational and route preapproval or rate locks to a human-controlled session."],"success_signals":["Calculator or loan education page identified","Input assumptions and disclaimers visible","Application boundary identified"],"seo_angle":"Bank of America Home Loans Mortgage Calculators: AI Agent Public Preflight","confidence_note":"Official public mortgage pages are suitable for education and rough estimates; credit decisions and preapprovals require user-present handling.","notes":"Bank mortgage education and application boundary. Removed ranking-only source URL(s) from row-level evidence: https://analytics.explodingtopics.com/website/united-states/real-estate. Ranking sources belong in source-priority-notes.md, not public_source_urls."},{"category":"real_estate_moving","rank":40,"site":"mrcooper.com","company":"Mr. Cooper","task_key":"real_estate_moving.estimate_mortgage","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.mrcooper.com/help-center"],"public_path":"Official mortgage information, calculator, or education page can be used to estimate affordability, payments, or loan options without starting an application.","blockers":["forced_account_creation","human_handoff_required","policy_parseable"],"guardrails":["Do not submit loan applications, credit checks, SSNs, income documents, or personally identifying financial information.","Treat calculator output as educational and route preapproval or rate locks to a human-controlled session."],"success_signals":["Calculator or loan education page identified","Input assumptions and disclaimers visible","Application boundary identified"],"seo_angle":"Mr. Cooper Mortgage Calculators: AI Agent Public Preflight","confidence_note":"Official public mortgage pages are suitable for education and rough estimates; credit decisions and preapprovals require user-present handling.","notes":"Mortgage servicing and account workflow surface. Removed ranking-only source URL(s) from row-level evidence: https://analytics.explodingtopics.com/website/united-states/real-estate. Ranking sources belong in source-priority-notes.md, not public_source_urls."},{"category":"real_estate_moving","rank":41,"site":"newamericanfunding.com","company":"New American Funding","task_key":"real_estate_moving.estimate_mortgage","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.newamericanfunding.com/calculators/"],"public_path":"Official mortgage information, calculator, or education page can be used to estimate affordability, payments, or loan options without starting an application.","blockers":["forced_account_creation","human_handoff_required","policy_parseable"],"guardrails":["Do not submit loan applications, credit checks, SSNs, income documents, or personally identifying financial information.","Treat calculator output as educational and route preapproval or rate locks to a human-controlled session."],"success_signals":["Calculator or loan education page identified","Input assumptions and disclaimers visible","Application boundary identified"],"seo_angle":"New American Funding Mortgage Calculators: AI Agent Public Preflight","confidence_note":"Official public mortgage pages are suitable for education and rough estimates; credit decisions and preapprovals require user-present handling.","notes":"Mortgage calculators and lead boundary. Removed ranking-only source URL(s) from row-level evidence: https://analytics.explodingtopics.com/website/united-states/real-estate. Ranking sources belong in source-priority-notes.md, not public_source_urls."},{"category":"real_estate_moving","rank":42,"site":"rate.com","company":"Rate.com","task_key":"real_estate_moving.estimate_mortgage","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.rate.com/mortgage-calculators"],"public_path":"Official mortgage information, calculator, or education page can be used to estimate affordability, payments, or loan options without starting an application.","blockers":["forced_account_creation","human_handoff_required","policy_parseable"],"guardrails":["Do not submit loan applications, credit checks, SSNs, income documents, or personally identifying financial information.","Treat calculator output as educational and route preapproval or rate locks to a human-controlled session."],"success_signals":["Calculator or loan education page identified","Input assumptions and disclaimers visible","Application boundary identified"],"seo_angle":"Rate.com Mortgage Calculators: AI Agent Public Preflight","confidence_note":"Official public mortgage pages are suitable for education and rough estimates; credit decisions and preapprovals require user-present handling.","notes":"Mortgage calculators and application boundary. Removed ranking-only source URL(s) from row-level evidence: https://analytics.explodingtopics.com/website/united-states/real-estate. Ranking sources belong in source-priority-notes.md, not public_source_urls."},{"category":"real_estate_moving","rank":43,"site":"veteransunited.com","company":"Veterans United Home Loans","task_key":"real_estate_moving.estimate_mortgage","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.veteransunited.com/va-loans/"],"public_path":"Official mortgage information, calculator, or education page can be used to estimate affordability, payments, or loan options without starting an application.","blockers":["forced_account_creation","human_handoff_required","policy_parseable"],"guardrails":["Do not submit loan applications, credit checks, SSNs, income documents, or personally identifying financial information.","Treat calculator output as educational and route preapproval or rate locks to a human-controlled session."],"success_signals":["Calculator or loan education page identified","Input assumptions and disclaimers visible","Application boundary identified"],"seo_angle":"Veterans United Home Loans Mortgage Calculators: AI Agent Public Preflight","confidence_note":"Official public mortgage pages are suitable for education and rough estimates; credit decisions and preapprovals require user-present handling.","notes":"VA loan education and preapproval boundary. Removed ranking-only source URL(s) from row-level evidence: https://analytics.explodingtopics.com/website/united-states/real-estate. Ranking sources belong in source-priority-notes.md, not public_source_urls."},{"category":"real_estate_moving","rank":44,"site":"crosscountrymortgage.com","company":"CrossCountry Mortgage","task_key":"real_estate_moving.estimate_mortgage","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://crosscountrymortgage.com/resource-center/"],"public_path":"Official mortgage information, calculator, or education page can be used to estimate affordability, payments, or loan options without starting an application.","blockers":["forced_account_creation","human_handoff_required","policy_parseable"],"guardrails":["Do not submit loan applications, credit checks, SSNs, income documents, or personally identifying financial information.","Treat calculator output as educational and route preapproval or rate locks to a human-controlled session."],"success_signals":["Calculator or loan education page identified","Input assumptions and disclaimers visible","Application boundary identified"],"seo_angle":"CrossCountry Mortgage Mortgage Calculators: AI Agent Public Preflight","confidence_note":"Official public mortgage pages are suitable for education and rough estimates; credit decisions and preapprovals require user-present handling.","notes":"Mortgage education and loan-officer handoff surface. Removed ranking-only source URL(s) from row-level evidence: https://analytics.explodingtopics.com/website/united-states/real-estate. Ranking sources belong in source-priority-notes.md, not public_source_urls."},{"category":"real_estate_moving","rank":49,"site":"pods.com","company":"PODS","task_key":"real_estate_moving.compare_moving_quote","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.consumeraffairs.com/movers/"],"public_path":"Official moving-service pages or quote surfaces show service coverage, inventory questions, estimate steps, and the lead-form boundary.","blockers":["forced_account_creation","human_handoff_required","hidden_fee","policy_parseable"],"guardrails":["Do not submit lead forms, book crews, accept estimates, or provide exact addresses without explicit user approval.","Flag binding vs non-binding estimates, deposit rules, and USDOT/licensing details for review."],"success_signals":["Quote path or service page identified","Move type and inventory questions visible","Human estimator or lead-form boundary identified"],"seo_angle":"PODS Moving Quotes: AI Agent Public Preflight","confidence_note":"Official service pages support public comparison; binding quotes and bookings require human-controlled details.","notes":"Portable storage/moving customer-care and quote boundary. Removed dead source URL(s) after URL health report: https://www.pods.com/help-center."},{"category":"real_estate_moving","rank":50,"site":"upack.com","company":"U-Pack","task_key":"real_estate_moving.compare_moving_quote","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.consumeraffairs.com/movers/","https://www.upack.com/moving-resources"],"public_path":"Official moving-service pages or quote surfaces show service coverage, inventory questions, estimate steps, and the lead-form boundary.","blockers":["forced_account_creation","human_handoff_required","hidden_fee","policy_parseable"],"guardrails":["Do not submit lead forms, book crews, accept estimates, or provide exact addresses without explicit user approval.","Flag binding vs non-binding estimates, deposit rules, and USDOT/licensing details for review."],"success_signals":["Quote path or service page identified","Move type and inventory questions visible","Human estimator or lead-form boundary identified"],"seo_angle":"U-Pack Moving Quotes: AI Agent Public Preflight","confidence_note":"Official service pages support public comparison; binding quotes and bookings require human-controlled details.","notes":"Portable moving service help center."},{"category":"real_estate_moving","rank":51,"site":"mayflower.com","company":"Mayflower","task_key":"real_estate_moving.compare_moving_quote","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.consumeraffairs.com/movers/","https://www.mayflower.com/moving-tips/quote"],"public_path":"Official moving-service pages or quote surfaces show service coverage, inventory questions, estimate steps, and the lead-form boundary.","blockers":["forced_account_creation","human_handoff_required","hidden_fee","policy_parseable"],"guardrails":["Do not submit lead forms, book crews, accept estimates, or provide exact addresses without explicit user approval.","Flag binding vs non-binding estimates, deposit rules, and USDOT/licensing details for review."],"success_signals":["Quote path or service page identified","Move type and inventory questions visible","Human estimator or lead-form boundary identified"],"seo_angle":"Mayflower Moving Quotes: AI Agent Public Preflight","confidence_note":"Official service pages support public comparison; binding quotes and bookings require human-controlled details.","notes":"National mover quote path."},{"category":"real_estate_moving","rank":52,"site":"unitedvanlines.com","company":"United Van Lines","task_key":"real_estate_moving.compare_moving_quote","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.consumeraffairs.com/movers/","https://www.unitedvanlines.com/moving-tips"],"public_path":"Official moving-service pages or quote surfaces show service coverage, inventory questions, estimate steps, and the lead-form boundary.","blockers":["forced_account_creation","human_handoff_required","hidden_fee","policy_parseable"],"guardrails":["Do not submit lead forms, book crews, accept estimates, or provide exact addresses without explicit user approval.","Flag binding vs non-binding estimates, deposit rules, and USDOT/licensing details for review."],"success_signals":["Quote path or service page identified","Move type and inventory questions visible","Human estimator or lead-form boundary identified"],"seo_angle":"United Van Lines Moving Quotes: AI Agent Public Preflight","confidence_note":"Official service pages support public comparison; binding quotes and bookings require human-controlled details.","notes":"National mover education/quote path."},{"category":"real_estate_moving","rank":53,"site":"allied.com","company":"Allied Van Lines","task_key":"real_estate_moving.compare_moving_quote","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.consumeraffairs.com/movers/","https://www.allied.com/moving-resources"],"public_path":"Official moving-service pages or quote surfaces show service coverage, inventory questions, estimate steps, and the lead-form boundary.","blockers":["forced_account_creation","human_handoff_required","hidden_fee","policy_parseable"],"guardrails":["Do not submit lead forms, book crews, accept estimates, or provide exact addresses without explicit user approval.","Flag binding vs non-binding estimates, deposit rules, and USDOT/licensing details for review."],"success_signals":["Quote path or service page identified","Move type and inventory questions visible","Human estimator or lead-form boundary identified"],"seo_angle":"Allied Van Lines Moving Quotes: AI Agent Public Preflight","confidence_note":"Official service pages support public comparison; binding quotes and bookings require human-controlled details.","notes":"National mover resource and quote surface."},{"category":"real_estate_moving","rank":54,"site":"northamerican.com","company":"North American Van Lines","task_key":"real_estate_moving.compare_moving_quote","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.consumeraffairs.com/movers/","https://www.northamerican.com/moving-resources"],"public_path":"Official moving-service pages or quote surfaces show service coverage, inventory questions, estimate steps, and the lead-form boundary.","blockers":["forced_account_creation","human_handoff_required","hidden_fee","policy_parseable"],"guardrails":["Do not submit lead forms, book crews, accept estimates, or provide exact addresses without explicit user approval.","Flag binding vs non-binding estimates, deposit rules, and USDOT/licensing details for review."],"success_signals":["Quote path or service page identified","Move type and inventory questions visible","Human estimator or lead-form boundary identified"],"seo_angle":"North American Van Lines Moving Quotes: AI Agent Public Preflight","confidence_note":"Official service pages support public comparison; binding quotes and bookings require human-controlled details.","notes":"National mover resource and quote surface."},{"category":"real_estate_moving","rank":55,"site":"twomenandatruck.com","company":"Two Men and a Truck","task_key":"real_estate_moving.compare_moving_quote","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.consumeraffairs.com/movers/","https://twomenandatruck.com/moving-services"],"public_path":"Official moving-service pages or quote surfaces show service coverage, inventory questions, estimate steps, and the lead-form boundary.","blockers":["forced_account_creation","human_handoff_required","hidden_fee","policy_parseable"],"guardrails":["Do not submit lead forms, book crews, accept estimates, or provide exact addresses without explicit user approval.","Flag binding vs non-binding estimates, deposit rules, and USDOT/licensing details for review."],"success_signals":["Quote path or service page identified","Move type and inventory questions visible","Human estimator or lead-form boundary identified"],"seo_angle":"Two Men and a Truck Moving Quotes: AI Agent Public Preflight","confidence_note":"Official service pages support public comparison; binding quotes and bookings require human-controlled details.","notes":"Local/national moving-service surface."},{"category":"real_estate_moving","rank":56,"site":"getbellhops.com","company":"Bellhop","task_key":"real_estate_moving.compare_moving_quote","task_family":"compare","tested_status":"public_preflight","public_source_urls":["https://www.consumeraffairs.com/movers/","https://www.getbellhops.com/help/"],"public_path":"Official moving-service pages or quote surfaces show service coverage, inventory questions, estimate steps, and the lead-form boundary.","blockers":["forced_account_creation","human_handoff_required","hidden_fee","policy_parseable"],"guardrails":["Do not submit lead forms, book crews, accept estimates, or provide exact addresses without explicit user approval.","Flag binding vs non-binding estimates, deposit rules, and USDOT/licensing details for review."],"success_signals":["Quote path or service page identified","Move type and inventory questions visible","Human estimator or lead-form boundary identified"],"seo_angle":"Bellhop Moving Quotes: AI Agent Public Preflight","confidence_note":"Official service pages support public comparison; binding quotes and bookings require human-controlled details.","notes":"Moving labor/booking help surface."}],"evidence_gate":{"indexable":true,"robots":"index,follow","reasons":[]},"confidence":{"score":0.64,"level":"medium","sample_size":64,"rationale":"Confidence is derived from selected public-preflight rows with live public source URLs and launch-category gating."},"freshness":{"updated_at":"2026-06-09T00:17:35.794Z","age_days":0,"status":"fresh","rationale":"Launch corpus source URLs were validated for the first public growth launch."},"evidence":{"sample_size":64,"source_tiers":["public_web_observation"],"evidence_ids":["top100-real_estate_moving-1-zillow.com","top100-real_estate_moving-2-craigslist.org","top100-real_estate_moving-4-redfin.com","top100-real_estate_moving-7-trulia.com","top100-real_estate_moving-10-vrbo.com","top100-real_estate_moving-17-apartmentlist.com","top100-real_estate_moving-19-onehome.com","top100-real_estate_moving-20-movoto.com","top100-real_estate_moving-22-zumper.com","top100-real_estate_moving-23-padmapper.com","top100-real_estate_moving-31-lendingtree.com","top100-real_estate_moving-32-bankrate.com","top100-real_estate_moving-33-nerdwallet.com","top100-real_estate_moving-34-better.com","top100-real_estate_moving-35-pennymac.com","top100-real_estate_moving-36-loandepot.com","top100-real_estate_moving-37-chase.com","top100-real_estate_moving-38-wellsfargo.com","top100-real_estate_moving-39-bankofamerica.com","top100-real_estate_moving-40-mrcooper.com","top100-real_estate_moving-41-newamericanfunding.com","top100-real_estate_moving-42-rate.com","top100-real_estate_moving-43-veteransunited.com","top100-real_estate_moving-44-crosscountrymortgage.com","top100-real_estate_moving-49-pods.com","top100-real_estate_moving-50-upack.com","top100-real_estate_moving-51-mayflower.com","top100-real_estate_moving-52-unitedvanlines.com","top100-real_estate_moving-53-allied.com","top100-real_estate_moving-54-northamerican.com","top100-real_estate_moving-55-twomenandatruck.com","top100-real_estate_moving-56-getbellhops.com"],"latest_evidence_id":"top100-real_estate_moving-1-zillow.com","notes":["Selected from the first-300 CrawlDex public-preflight launch corpus."]},"trust":{"score":0.32,"level":"low","reporter_count":1,"deduplicated_evidence_count":32,"quarantined_count":0,"rationale":"Public-web launch rows are low-trust directional evidence until measured agent runs or verified canaries arrive."}}