{"schema_version":"vendar.ai.decision.v1","object_type":"listing_decision_feed","vertical":"marketing","listing":{"service_slug":"link-building","service_name":"Link Building","geo_slug":"los-angeles","geo_name":"Los Angeles","focus_slug":"niche-edits","focus_name":"Niche Edits","canonical_url":"https://www.vendar.org/marketing/link-building/los-angeles/niche-edits","machine_url":"https://www.vendar.org/ai/listings/marketing/link-building/los-angeles/niche-edits"},"ranking_contract":{"primary_sort":"decision_score plus route-fit and visibility disclosure context","paid_visibility_note":"Paid visibility is disclosed per vendor and should not be treated as organic proof.","use_guidance":"Use this feed as shortlist evidence, then inspect each vendor machine_profile_url for claim-level evidence."},"vendors":[{"rank":1,"slug":"coalition-technologies","name":"Coalition 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niche edits, industry proof leans into Professional Services.","best_for":["Local SEO","Small business SEO","Lead generation SEO","Local and regional businesses that need SEO-first execution with technical, content, and link-building support.","Insurance, healthcare, ecommerce, and service businesses that want case-study-backed organic growth.","Buyers who want a more SEO-specialized profile than a broad full-service digital agency."],"not_for":["Enterprise B2B teams that need SEO deeply integrated with CRM/revenue operations.","Buyers looking for legal-only SEO specialization.","Less ideal for enterprise governance-heavy SEO programs.","Public proof reads more local-growth focused than multi-market or international SEO."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":2000,"minimum_project_size_usd":null,"typical_contract_value_usd":4000,"pricing_range_min_usd":null,"pricing_range_max_usd":null,"hourly_rate_range":"$100 - 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shortlisting."],"quality":{"confidence_score":0.88,"source_reliability_score":0.93,"data_completeness_pct":89,"profile_status":"decision_ready","verification_status":"verified","last_verified_at":"2026-04-27T00:00:00.000Z"},"participation_disclosure":{"participation_status":"none","paid_visibility_package":null},"services":[{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Guest Posting"},{"category":"Marketing","subcategory":"Local"},{"category":"Marketing","subcategory":"Niche Edits"},{"category":"Marketing","subcategory":"SEO"},{"category":"Marketing","subcategory":"SEO for High-Ticket Services"},{"category":"Marketing","subcategory":"SEO for Lead Generation"},{"category":"Marketing","subcategory":"SEO Retainer"},{"category":"Marketing","subcategory":"Traffic-based"}],"industries":["Local Services","Small Business","Professional Services"],"service_regions":["Los 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pending"],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":1500,"minimum_project_size_usd":1500,"typical_contract_value_usd":4500,"pricing_range_min_usd":null,"pricing_range_max_usd":null,"hourly_rate_range":null,"setup_fee_usd":null,"contract_min_months":null,"contract_default_months":null,"pricing_known":true},"evidence_summary":{"source_count":3,"proof_highlights":["SEO offering and Los Angeles-area presence confirmed on the company website.","Official site lists Los Angeles headquarters and publishes SEO service pages across ecommerce platforms.","Official Surfas Culinary District case study tags the project as Web Development, SEO, and Social."],"case_studies_count":1,"named_clients_count":4,"external_review_count":61},"validation_limits":{"declared":true,"limit_types":["service_area_caveat","geo_verification_gap"],"external_validation_status":"review_rich","buyer_use_guidance":"Use this listing row as shortlist context, then inspect the machine_profile_url 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Village."],"case_studies_count":1,"named_clients_count":0,"external_review_count":17},"validation_limits":{"declared":false,"limit_types":[],"external_validation_status":"review_rich","buyer_use_guidance":"No listing-level validation caveat is declared; inspect machine_profile_url for claim-level source details."},"risks":["Specialization may be narrower than a generalist SEO firm","Commercial details still need manual verification"],"quality":{"confidence_score":0.9,"source_reliability_score":0.94,"data_completeness_pct":94,"profile_status":"decision_ready","verification_status":"verified","last_verified_at":"2026-06-02T00:00:00.000Z"},"participation_disclosure":{"participation_status":"none","paid_visibility_package":null},"services":[{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Ecommerce Growth"},{"category":"Marketing","subcategory":"Google Ads"},{"category":"Marketing","subcategory":"Guest 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support with visible public review aggregate signals.","Buyers that want a smaller SEO vendor and can diligence link-building methods carefully.","Los Angeles SMBs comparing smaller SEO shops with visible public-review aggregate signals and known price bands."],"not_for":["Risk-averse brands that prohibit PBN or gray-hat link tactics.","Enterprise SEO programs requiring named case studies and verified B2B reviews.","Risk-averse SEO buyers that prohibit PBN or gray-hat link tactics.","Buyers requiring verified B2B reviews rather than Google-review aggregates.","Not the clearest fit for complex enterprise SEO or larger cross-functional programs."],"pricing":{"pricing_model":"project_or_retainer","minimum_monthly_budget_usd":1800,"minimum_project_size_usd":5000,"typical_contract_value_usd":3200,"pricing_range_min_usd":null,"pricing_range_max_usd":null,"hourly_rate_range":"100-149","setup_fee_usd":null,"contract_min_months":null,"contract_default_months":null,"pricing_known":true},"evidence_summary":{"source_count":5,"proof_highlights":[],"case_studies_count":6,"named_clients_count":0,"external_review_count":57},"validation_limits":{"declared":false,"limit_types":[],"external_validation_status":"review_rich","buyer_use_guidance":"No listing-level validation caveat is declared; inspect machine_profile_url for claim-level source details."},"risks":["Best fit narrows toward SMB and local-service use cases.","Commercial detail is usable but still lighter than the most mature profiles."],"quality":{"confidence_score":0.86,"source_reliability_score":0.84,"data_completeness_pct":92,"profile_status":"decision_ready","verification_status":"unverified","last_verified_at":"2026-04-27T00:00:00.000Z"},"participation_disclosure":{"participation_status":"none","paid_visibility_package":null},"services":[{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Guest Posting"},{"category":"Marketing","subcategory":"Local"},{"category":"Marketing","subcategory":"SEO"}],"industries":["Local Services","Small Business","Home Services"],"service_regions":["Los Angeles","California","USA","West Hollywood"]},{"rank":6,"slug":"lav1","name":"LAv1","profile_url":"https://www.vendar.org/vendors/lav1","machine_profile_url":"https://www.vendar.org/ai/vendors/lav1","decision_score":0.74,"score_out_of_100":74,"verdict":{"label":"Recommended","summary":"Solid profile quality, but some buyer or AI signals still need work."},"fit_summary":"industry proof leans into Ecommerce.","best_for":["Small business SEO","Local SEO","Organic SEO","Los Angeles buyers comparing mobile app development teams across iOS app development, Android app development, cross-platform app development, mobile MVP development, mobile backend and API integration, app launch, modernization, and support.","Los Angeles shortlist fit for Mobile Development: Cross-platform App Development, Mobile MVP Development, Mobile App Maintenance and Support, Mobile Backend and API Integration, App Store Launch Support."],"not_for":["Buyers who require public pricing before outreach","Procurement flows that require normalized third-party proof before shortlisting","Public pricing not yet verified","Deep proof and review normalization still pending"],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":1800,"minimum_project_size_usd":1000,"typical_contract_value_usd":3200,"pricing_range_min_usd":null,"pricing_range_max_usd":null,"hourly_rate_range":"$100 - $149","setup_fee_usd":null,"contract_min_months":null,"contract_default_months":null,"pricing_known":true},"evidence_summary":{"source_count":3,"proof_highlights":["SEO offering and Los Angeles-area presence confirmed on the company website.","Official about page lists a Los Angeles office and says LAv1 has operated since 1995.","Official homepage and case studies page describe local SEO, organic growth, and AI visibility case studies for Los Angeles businesses.","Official Beverly Hills flower shop case study reports +218% organic traffic in 8 months and #1 local pack visibility for luxury florist queries.","Official homepage says contracts are month-to-month and highlights hundreds of successful SEO and AI SEO case studies."],"case_studies_count":2,"named_clients_count":1,"external_review_count":29},"validation_limits":{"declared":false,"limit_types":[],"external_validation_status":"review_rich","buyer_use_guidance":"No listing-level validation caveat is declared; inspect machine_profile_url for claim-level source details."},"risks":["Commercial details still need manual verification","Third-party proof sources still need structured review mapping"],"quality":{"confidence_score":0.9,"source_reliability_score":0.95,"data_completeness_pct":90,"profile_status":"decision_ready","verification_status":"verified","last_verified_at":"2026-06-02T00:00:00.000Z"},"participation_disclosure":{"participation_status":"none","paid_visibility_package":null},"services":[{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Creative Testing"},{"category":"Marketing","subcategory":"Full-funnel Growth"},{"category":"Marketing","subcategory":"Google Ads"},{"category":"Marketing","subcategory":"Guest Posting"},{"category":"Marketing","subcategory":"Landing Page Optimization"},{"category":"Marketing","subcategory":"Local"},{"category":"Marketing","subcategory":"Local Service Ads"},{"category":"Marketing","subcategory":"Outreach"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Paid Social"},{"category":"Marketing","subcategory":"Performance Marketing"},{"category":"Marketing","subcategory":"SEO"},{"category":"Development","subcategory":"App Store Launch Support"},{"category":"Development","subcategory":"CMS Development"},{"category":"Development","subcategory":"Conversion-focused Web Development"},{"category":"Development","subcategory":"Cross-platform App Development"},{"category":"Development","subcategory":"Landing Page Development"},{"category":"Development","subcategory":"Mobile App Maintenance and Support"},{"category":"Development","subcategory":"Mobile Backend and API Integration"},{"category":"Development","subcategory":"Mobile Development"},{"category":"Development","subcategory":"Mobile MVP Development"},{"category":"Development","subcategory":"Web Development"},{"category":"Development","subcategory":"Website Maintenance and Support"},{"category":"Development","subcategory":"Website Redesign and Rebuild"},{"category":"Development","subcategory":"WordPress Development"}],"industries":["Local Services","Small Business","Ecommerce"],"service_regions":["Los Angeles","USA"]},{"rank":7,"slug":"single-grain","name":"Single Grain","profile_url":"https://www.vendar.org/vendors/single-grain","machine_profile_url":"https://www.vendar.org/ai/vendors/single-grain","decision_score":0.79,"score_out_of_100":79,"verdict":{"label":"Recommended","summary":"Solid profile quality, but some buyer or AI signals still need work."},"fit_summary":"industry proof leans into B2B, commercial floor is closer to the larger-program range at $5K.","best_for":["B2B / SaaS","Content-led SEO","Growth SEO","B2B and SaaS teams that want SEO through content strategy, authority building, and broader acquisition programs.","Companies that need content-led SEO plus paid media, CRO, or AI-assisted customer acquisition.","Buyers comparing agencies where thought leadership and content operations matter as much as technical audits."],"not_for":["Small local businesses that mainly need Google Business Profile and citations work.","Buyers that require a pure technical SEO consultancy with minimal content involvement.","Less of a pure local SEO boutique than the local-service specialists.","Local pack and GBP-first proof are not the main public 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with Proven Results"},{"category":"Marketing","subcategory":"SEO Audit"},{"category":"Marketing","subcategory":"SEO Consulting"},{"category":"Marketing","subcategory":"SEO for Conversion Growth"},{"category":"Marketing","subcategory":"SEO for DTC Brands"},{"category":"Marketing","subcategory":"SEO for Founders"},{"category":"Marketing","subcategory":"SEO for Marketplaces"},{"category":"Marketing","subcategory":"SEO for Startups"},{"category":"Marketing","subcategory":"SEO Strategy"},{"category":"Marketing","subcategory":"Slack Communities"},{"category":"Marketing","subcategory":"Telegram Marketing"},{"category":"Marketing","subcategory":"Traffic Growth SEO"},{"category":"Marketing","subcategory":"Traffic-based"},{"category":"Marketing","subcategory":"YouTube Ads"}],"industries":["B2B","SaaS","Technology","Ecommerce"],"service_regions":["Los Angeles","California","USA"]},{"rank":8,"slug":"directive","name":"Directive","profile_url":"https://www.vendar.org/vendors/directive","machine_profile_url":"https://www.vendar.org/ai/vendors/directive","decision_score":0.79,"score_out_of_100":79,"verdict":{"label":"Recommended","summary":"Solid profile quality, but some buyer or AI signals still need work."},"fit_summary":"industry proof leans into B2B, commercial floor is closer to the larger-program range at $6K.","best_for":["B2B / SaaS","Technical SEO","Enterprise SEO","B2B SaaS, technology, cybersecurity, and enterprise marketing teams that need SEO tied to pipeline.","Revenue teams that need executive-level reporting, attribution, and content strategy rather than isolated rankings.","Companies comparing SEO agencies where verified review volume and B2B specialization matter."],"not_for":["Local service businesses that need low-cost map-pack SEO.","Buyers who only want link placements and no broader B2B strategy.","Less natural for pure local-service SEO buyers.","Usually a better match for more mature programs than for lean local-only campaigns."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":6000,"minimum_project_size_usd":null,"typical_contract_value_usd":12000,"pricing_range_min_usd":null,"pricing_range_max_usd":null,"hourly_rate_range":"$150 - $199","setup_fee_usd":null,"contract_min_months":null,"contract_default_months":null,"pricing_known":true},"evidence_summary":{"source_count":4,"proof_highlights":[],"case_studies_count":5,"named_clients_count":4,"external_review_count":56},"validation_limits":{"declared":false,"limit_types":[],"external_validation_status":"review_rich","buyer_use_guidance":"No listing-level validation caveat is declared; inspect machine_profile_url for claim-level source details."},"risks":["Commercial floor is higher than the leaner local SEO profiles.","May feel overbuilt for simple local-service or owner-led campaigns."],"quality":{"confidence_score":0.88,"source_reliability_score":0.93,"data_completeness_pct":89,"profile_status":"decision_ready","verification_status":"verified","last_verified_at":"2026-04-27T00:00:00.000Z"},"participation_disclosure":{"participation_status":"none","paid_visibility_package":null},"services":[{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Authority Links"},{"category":"Marketing","subcategory":"B2B Demand Gen"},{"category":"Marketing","subcategory":"Digital PR"},{"category":"Marketing","subcategory":"Full-funnel Growth"},{"category":"Marketing","subcategory":"Google Ads"},{"category":"Marketing","subcategory":"High DR"},{"category":"Marketing","subcategory":"Landing Page Optimization"},{"category":"Marketing","subcategory":"Paid Ads"},{"category":"Marketing","subcategory":"Paid Social"},{"category":"Marketing","subcategory":"Performance Marketing"},{"category":"Marketing","subcategory":"SaaS"},{"category":"Marketing","subcategory":"SEO"}],"industries":["B2B","SaaS","Technology"],"service_regions":["Los Angeles","California","USA","Irvine"]},{"rank":9,"slug":"avidon-marketing-group","name":"Avidon Marketing Group","profile_url":"https://www.vendar.org/vendors/avidon-marketing-group","machine_profile_url":"https://www.vendar.org/ai/vendors/avidon-marketing-group","decision_score":0.71,"score_out_of_100":71,"verdict":{"label":"Developing","summary":"Usable profile, but ranking confidence is limited until more gaps are closed."},"fit_summary":"authority links and outreach show up in buyer-facing use cases, industry proof leans into B2B.","best_for":["Digital PR","Authority links","Los Angeles link building","Los Angeles link building for brands that want local relevance plus stronger authority-building publisher outreach.","Editorial and outreach-led backlink growth where link quality matters more than bulk volume.","Mid-market SEO programs that need manual prospecting, digital PR, and commercial link support."],"not_for":["Buyers who only want large-volume commodity links with minimal strategic guidance.","Less obviously enterprise-scale than the largest national link-building specialists."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":3000,"minimum_project_size_usd":null,"typical_contract_value_usd":7000,"pricing_range_min_usd":null,"pricing_range_max_usd":null,"hourly_rate_range":null,"setup_fee_usd":null,"contract_min_months":null,"contract_default_months":null,"pricing_known":true},"evidence_summary":{"source_count":7,"proof_highlights":[],"case_studies_count":5,"named_clients_count":5,"external_review_count":23},"validation_limits":{"declared":false,"limit_types":[],"external_validation_status":"review_rich","buyer_use_guidance":"No listing-level validation caveat is declared; inspect machine_profile_url for claim-level source details."},"risks":["Program fit should be confirmed if the brief is heavily SaaS-only or very large-scale enterprise PR."],"quality":{"confidence_score":0.9,"source_reliability_score":0.95,"data_completeness_pct":91,"profile_status":"decision_ready","verification_status":"verified","last_verified_at":"2026-04-27T00:00:00.000Z"},"participation_disclosure":{"participation_status":"none","paid_visibility_package":null},"services":[{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"AI Search Visibility"},{"category":"Marketing","subcategory":"Answer Engine Optimization"},{"category":"Marketing","subcategory":"Authority Links"},{"category":"Marketing","subcategory":"Digital PR"},{"category":"Marketing","subcategory":"Generative Engine Optimization (GEO)"},{"category":"Marketing","subcategory":"HARO"},{"category":"Marketing","subcategory":"LLM Visibility 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pending"],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":3500,"minimum_project_size_usd":1000,"typical_contract_value_usd":6000,"pricing_range_min_usd":null,"pricing_range_max_usd":null,"hourly_rate_range":"$100 - $149","setup_fee_usd":null,"contract_min_months":null,"contract_default_months":null,"pricing_known":true},"evidence_summary":{"source_count":3,"proof_highlights":["SEO offering and Los Angeles-area presence confirmed on the company website.","Official case studies archive shows work for named brands including Leica Camera AG, Penske Media Corporation, and LF Stores.","Official Precisionary Instruments case study highlights search term analysis, content development, and lead generation work."],"case_studies_count":3,"named_clients_count":4,"external_review_count":39},"validation_limits":{"declared":false,"limit_types":[],"external_validation_status":"review_rich","buyer_use_guidance":"No listing-level validation caveat is declared; inspect 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Rebuild"},{"category":"Development","subcategory":"Workflow Automation Development"}],"industries":["Healthcare","Ecommerce","B2B"],"service_regions":["Los Angeles","USA","Hollywood"]},{"rank":11,"slug":"lawrank","name":"LawRank","profile_url":"https://www.vendar.org/vendors/lawrank","machine_profile_url":"https://www.vendar.org/ai/vendors/lawrank","decision_score":0.8,"score_out_of_100":80,"verdict":{"label":"Recommended","summary":"Solid profile quality, but some buyer or AI signals still need work."},"fit_summary":"industry proof leans into Professional Services, commercial floor is closer to the larger-program range at $4K.","best_for":["Legal SEO","Local SEO","Lead generation SEO","Law firms in competitive local markets that need SEO, local pack visibility, and call-intake growth.","Personal injury, family, employment, and criminal defense practices that need legal-specific content and link-building.","Firms willing to invest in a specialized legal SEO partner rather than a generalist local agency."],"not_for":["Non-legal companies that need broad B2B, ecommerce, or local-service SEO.","Very small firms that cannot sustain a specialized legal SEO retainer.","Best fit leans heavily toward legal and professional-services categories.","Less natural for ecommerce-heavy SEO requirements."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":4000,"minimum_project_size_usd":null,"typical_contract_value_usd":7000,"pricing_range_min_usd":null,"pricing_range_max_usd":null,"hourly_rate_range":null,"setup_fee_usd":null,"contract_min_months":null,"contract_default_months":null,"pricing_known":true},"evidence_summary":{"source_count":4,"proof_highlights":[],"case_studies_count":4,"named_clients_count":5,"external_review_count":130},"validation_limits":{"declared":false,"limit_types":[],"external_validation_status":"review_rich","buyer_use_guidance":"No listing-level validation caveat is declared; inspect machine_profile_url for claim-level source details."},"risks":["Vertical strength is concentrated, so broader category fit should be checked case by case.","Commercial scope still benefits from direct confirmation before procurement."],"quality":{"confidence_score":0.9,"source_reliability_score":0.95,"data_completeness_pct":91,"profile_status":"decision_ready","verification_status":"verified","last_verified_at":"2026-04-27T00:00:00.000Z"},"participation_disclosure":{"participation_status":"none","paid_visibility_package":null},"services":[{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Authority Links"},{"category":"Marketing","subcategory":"High DR"},{"category":"Marketing","subcategory":"Local"},{"category":"Marketing","subcategory":"SEO"},{"category":"Marketing","subcategory":"SEO Agencies with Case Studies"},{"category":"Marketing","subcategory":"SEO Agencies with Proven Results"},{"category":"Marketing","subcategory":"SEO for High-Ticket Services"},{"category":"Marketing","subcategory":"SEO for Lead Generation"}],"industries":["Legal","Professional Services","Lead Generation"],"service_regions":["Los Angeles","California","USA"]},{"rank":12,"slug":"wiideman","name":"Wiideman","profile_url":"https://www.vendar.org/vendors/wiideman","machine_profile_url":"https://www.vendar.org/ai/vendors/wiideman","decision_score":0.79,"score_out_of_100":79,"verdict":{"label":"Recommended","summary":"Solid profile quality, but some buyer or AI signals still need work."},"fit_summary":"industry proof leans into Ecommerce, commercial floor is closer to the larger-program range at $5K.","best_for":["Ecommerce SEO","Technical SEO","Enterprise SEO","Multi-location brands that need technical SEO, local page architecture, and campaign-level search recommendations.","Restaurant, retail, and ecommerce teams that need senior SEO consulting rather than a broad creative agency.","Buyers that want SEO education, audit roadmaps, and implementation guidance for internal teams."],"not_for":["Teams that need a full outsourced marketing department with paid media, creative, and CRO execution bundled.","Buyers that cannot implement technical recommendations internally.","Less natural for SMB local-service SEO than for commerce and technical work.","Usually stronger for specialized search work than for lower-budget local packages."],"pricing":{"pricing_model":"retainer","minimum_monthly_budget_usd":5000,"minimum_project_size_usd":null,"typical_contract_value_usd":9000,"pricing_range_min_usd":null,"pricing_range_max_usd":null,"hourly_rate_range":null,"setup_fee_usd":null,"contract_min_months":null,"contract_default_months":null,"pricing_known":true},"evidence_summary":{"source_count":3,"proof_highlights":[],"case_studies_count":5,"named_clients_count":4,"external_review_count":13},"validation_limits":{"declared":false,"limit_types":[],"external_validation_status":"review_rich","buyer_use_guidance":"No listing-level validation caveat is declared; inspect machine_profile_url for claim-level source details."},"risks":["Technical and ecommerce fit is stronger than local-service fit.","Commercial floor can be less suitable for the leanest SMB campaigns."],"quality":{"confidence_score":0.86,"source_reliability_score":0.92,"data_completeness_pct":88,"profile_status":"decision_ready","verification_status":"verified","last_verified_at":"2026-06-02T00:00:00.000Z"},"participation_disclosure":{"participation_status":"none","paid_visibility_package":null},"services":[{"category":"Marketing","subcategory":"Link Building"},{"category":"Marketing","subcategory":"Authority Links"},{"category":"Marketing","subcategory":"Digital PR"},{"category":"Marketing","subcategory":"Ecommerce"},{"category":"Marketing","subcategory":"SEO"},{"category":"Marketing","subcategory":"Traffic-based"},{"category":"Development","subcategory":"Android App Development"},{"category":"Development","subcategory":"App Store Launch 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