# TA Tech Finder, live content index > Machine-readable index of everything queryable on TA Tech Finder. Regenerated from the live database on every request. Generated: 2026-09-10T20:08:15.162Z JSON version: https://sepvzkzksxufckfhheas.supabase.co/functions/v1/llms-index?format=json ## Vendors - Active, verified vendor profiles: 1389 - Directory: https://tatechfinder.com/vendors - Profile URL pattern: https://tatechfinder.com/vendor/{vendor-slug} - Comparison URL pattern: https://tatechfinder.com/compare/{vendor-a-slug}-vs-{vendor-b-slug} - Full slug list: https://tatechfinder.com/sitemap.xml Most recently updated profiles: - [Moxie](https://tatechfinder.com/vendor/moxie): updated 2026-09-10 - [People Element](https://tatechfinder.com/vendor/people-element): updated 2026-09-10 - [Guusto](https://tatechfinder.com/vendor/guusto): updated 2026-09-10 - [Tessitura](https://tatechfinder.com/vendor/tessitura): updated 2026-09-07 - [Cliengo](https://tatechfinder.com/vendor/cliengo): updated 2026-09-07 - [QGenda](https://tatechfinder.com/vendor/qgenda): updated 2026-09-07 - [Compport](https://tatechfinder.com/vendor/compport): updated 2026-09-07 - [Reach ATS](https://tatechfinder.com/vendor/reach-ats): updated 2026-09-04 - [Podium](https://tatechfinder.com/vendor/podium): updated 2026-09-04 - [SourceNow](https://tatechfinder.com/vendor/sourcenow): updated 2026-09-04 - [Betterworks](https://tatechfinder.com/vendor/betterworks): updated 2026-09-02 - [Penroll App](https://tatechfinder.com/vendor/penroll-app): updated 2026-09-02 - [NeverApply](https://tatechfinder.com/vendor/neverapply): updated 2026-09-02 - [Talentprism](https://tatechfinder.com/vendor/talentprism): updated 2026-09-02 - [PracHub](https://tatechfinder.com/vendor/prachub): updated 2026-09-02 - [50skills](https://tatechfinder.com/vendor/50skills): updated 2026-09-02 - [Ascen](https://tatechfinder.com/vendor/ascen): updated 2026-09-02 - [Incode](https://tatechfinder.com/vendor/incode): updated 2026-09-02 - [FloodGate Medical](https://tatechfinder.com/vendor/floodgate-medical): updated 2026-09-01 - [Puck](https://tatechfinder.com/vendor/puck): updated 2026-09-01 - [Tellent](https://tatechfinder.com/vendor/tellent): updated 2026-09-01 - [Hiriq](https://tatechfinder.com/vendor/hiriq): updated 2026-09-01 - [Spott](https://tatechfinder.com/vendor/spott): updated 2026-09-01 - [Saply](https://tatechfinder.com/vendor/saply): updated 2026-09-01 - [CoRecruit](https://tatechfinder.com/vendor/corecruit): updated 2026-09-01 ## Categories 57 categories across the recruitment lifecycle, ordered by number of active vendors. - [HR Automation Software](https://tatechfinder.com/category/hr-automation-software): 734 active vendors. - [Talent Pipeline Management](https://tatechfinder.com/category/talent-pipeline-management): 644 active vendors. - [Recruitment Marketing Platforms](https://tatechfinder.com/category/recruitment-marketing-platforms): 390 active vendors. - [Talent Engagement Software](https://tatechfinder.com/category/talent-engagement-software): 381 active vendors. - [Candidate Relationship Management](https://tatechfinder.com/category/candidate-relationship-management): 275 active vendors. - [Other tools](https://tatechfinder.com/category/other-tools): 246 active vendors. - [Employee Engagement Software](https://tatechfinder.com/category/employee-engagement-software): 146 active vendors. - [Internal Mobility Software](https://tatechfinder.com/category/internal-mobility-software): 86 active vendors. - [Assessments & Testing](https://tatechfinder.com/category/assessments-testing): 84 active vendors. - [Candidate Ranking & Matching](https://tatechfinder.com/category/candidate-ranking-matching): 80 active vendors. - [Branding & Marketing](https://tatechfinder.com/category/branding-marketing): 77 active vendors. - [All in one – Rank, Schedule, and Interview](https://tatechfinder.com/category/all-in-one-rank-schedule-and-interview): 66 active vendors. - [Candidate Experience](https://tatechfinder.com/category/candidate-experience): 65 active vendors. - [AI Automated Interviewers & Interview Agents](https://tatechfinder.com/category/ai-automated-interviewers-interview-agents): 64 active vendors. - [Applicant Tracking Systems](https://tatechfinder.com/category/applicant-tracking-systems): 61 active vendors. - [AI Agents & Autonomous Recruiting](https://tatechfinder.com/category/ai-agents-autonomous-recruiting): 60 active vendors. - [AI Sourcing & Messaging Tools](https://tatechfinder.com/category/ai-sourcing-messaging-tools): 59 active vendors. - [Branding and Review Sites](https://tatechfinder.com/category/branding-and-review-sites): 59 active vendors. - [ATS Enhancements](https://tatechfinder.com/category/ats-enhancements): 51 active vendors. - [Diversity Hiring](https://tatechfinder.com/category/diversity-hiring): 51 active vendors. - [Interview Intelligence](https://tatechfinder.com/category/interview-intelligence): 49 active vendors. - [CRM](https://tatechfinder.com/category/crm): 45 active vendors. - [Reporting and Analytics](https://tatechfinder.com/category/reporting-and-analytics): 45 active vendors. - [Job Distribution](https://tatechfinder.com/category/job-distribution): 44 active vendors. - [Talent Pools](https://tatechfinder.com/category/talent-pools): 43 active vendors. - [Interview as a Service](https://tatechfinder.com/category/interview-as-a-service): 42 active vendors. - [Job Descriptions](https://tatechfinder.com/category/job-descriptions): 42 active vendors. - [HRIS with an ATS](https://tatechfinder.com/category/hris-with-an-ats): 41 active vendors. - [Talent Intelligence & Skills Ontology](https://tatechfinder.com/category/talent-intelligence-skills-ontology): 39 active vendors. - [Job Boards, Aggregators and Databases](https://tatechfinder.com/category/job-boards-aggregators-and-databases): 38 active vendors. - [Hiring Process Automation](https://tatechfinder.com/category/hiring-process-automation): 37 active vendors. - [Referral Platforms](https://tatechfinder.com/category/referral-platforms): 36 active vendors. - [RPO](https://tatechfinder.com/category/rpo): 36 active vendors. - [Smart Scheduling](https://tatechfinder.com/category/smart-scheduling): 36 active vendors. - [Background Checks & Eligibility](https://tatechfinder.com/category/background-checks-eligibility): 35 active vendors. - [Freelancer management](https://tatechfinder.com/category/freelancer-management): 35 active vendors. - [HR AI Auditing](https://tatechfinder.com/category/hr-ai-auditing): 35 active vendors. - [Offer Letters](https://tatechfinder.com/category/offer-letters): 35 active vendors. - [Graduate Recruitment](https://tatechfinder.com/category/graduate-recruitment): 34 active vendors. - [Market/Talent Intelligence](https://tatechfinder.com/category/market-talent-intelligence): 34 active vendors. - [Text Bots and Chat Bots](https://tatechfinder.com/category/text-bots-and-chat-bots): 34 active vendors. - [Skills-Based Hiring Platforms](https://tatechfinder.com/category/skills-based-hiring-platforms): 33 active vendors. - [Contingent Workforce & VMS](https://tatechfinder.com/category/contingent-workforce-vms): 32 active vendors. - [Reference Checks](https://tatechfinder.com/category/reference-checks): 31 active vendors. - [Talent on Demand](https://tatechfinder.com/category/talent-on-demand): 31 active vendors. - [Headcount Planning](https://tatechfinder.com/category/headcount-planning): 30 active vendors. - [Employer of Record](https://tatechfinder.com/category/employer-of-record): 29 active vendors. - [Video Interview Tools](https://tatechfinder.com/category/video-interview-tools): 29 active vendors. - [Hiring Enablement Platforms](https://tatechfinder.com/category/hiring-enablement-platforms): 26 active vendors. - [Frontline & Hourly Hiring](https://tatechfinder.com/category/frontline-hourly-hiring): 25 active vendors. - [Compensation Intelligence & Pay Transparency](https://tatechfinder.com/category/compensation-intelligence-pay-transparency): 16 active vendors. - [Industry-Specific Staffing Platforms](https://tatechfinder.com/category/industry-specific-staffing): 14 active vendors. - [Services-Built Tech Products](https://tatechfinder.com/category/services-built-tech-products): 14 active vendors. - [Career Site & Career Page Builders](https://tatechfinder.com/category/career-site-builders): 12 active vendors. - [Outplacement, Redeployment & Alumni](https://tatechfinder.com/category/outplacement-redeployment-alumni): 5 active vendors. - [Identity Verification & Hiring Fraud Prevention](https://tatechfinder.com/category/identity-verification-hiring-fraud): 4 active vendors. - [Immigration, Visa & Work Authorisation](https://tatechfinder.com/category/immigration-visa-work-authorisation): 2 active vendors. ## Hiring challenges 28 problem-led entry points. Index: https://tatechfinder.com/problems - https://tatechfinder.com/problem/admin-overload - https://tatechfinder.com/problem/low-quality-applicants - https://tatechfinder.com/problem/weak-sourcing - https://tatechfinder.com/problem/too-many-interviews - https://tatechfinder.com/problem/inconsistent-evaluation - https://tatechfinder.com/problem/candidate-ghosting - https://tatechfinder.com/problem/offer-decline - https://tatechfinder.com/problem/slow-scheduling - https://tatechfinder.com/problem/poor-candidate-experience - https://tatechfinder.com/problem/weak-reporting - https://tatechfinder.com/problem/dei-not-improving - https://tatechfinder.com/problem/compliance-risk - https://tatechfinder.com/problem/bland-brand - https://tatechfinder.com/problem/high-volume-chaos - https://tatechfinder.com/problem/global-complexity - https://tatechfinder.com/problem/bloated-stack - https://tatechfinder.com/problem/poor-hm-engagement - https://tatechfinder.com/problem/client-chaos - https://tatechfinder.com/problem/candidate-ownership - https://tatechfinder.com/problem/margin-pressure - https://tatechfinder.com/problem/placement-tracking - https://tatechfinder.com/problem/client-reporting - https://tatechfinder.com/problem/rebilling-gaps - https://tatechfinder.com/problem/quality-of-hire - https://tatechfinder.com/problem/empty-pipeline - https://tatechfinder.com/problem/onboarding-dropout - https://tatechfinder.com/problem/internal-mobility - https://tatechfinder.com/problem/contingent-chaos ## Reports Monthly Pulse: https://tatechfinder.com/pulse (archive: https://tatechfinder.com/pulse/archive) - Pulse 2026-09: Consolidation continues as vendors rebuild platforms around AI - Pulse 2026-08: New hiring benchmarks arrive as the market pauses for breath - Pulse 2026-07: June 2026: AI hiring tools face the proof and governance test - Pulse 2026-06: May 2026: recruiting suites buy, build and govern AI workflows - Pulse 2026-05: April 2026: hiring AI moves from promise to product controls Quarterly Buyer Trends Reports: https://tatechfinder.com/pulse/reports - Q2 2026: What TA buyers actually did in Q2 2026 (https://tatechfinder.com/pulse/reports/q2-2026) ## MCP server - Server URL: https://sepvzkzksxufckfhheas.supabase.co/functions/v1/mcp - Overview: https://tatechfinder.com/mcp - Setup guide: https://tatechfinder.com/mcp/guide - Access: public, read-only, no login required - find_solutions(situation (plain English)): Runs the Solution Finder engine and returns a scored shortlist with reasoning. - search_vendors(query, category, challenge, ai_native, company_size, limit): Filtered search across active vendors. - get_vendor(slug): Full profile: capabilities, integrations, pricing model, customer voice, categories. - compare_vendors(slugs (2 to 4)): Side-by-side comparison matrix. - list_categories(none): Every category with slug, URL and live active-vendor count. - list_hiring_challenges(none): All 28 problem-led entry points with the categories they map to. - get_pulse_latest(none): Latest monthly Pulse digest with dated, sourced items. - get_buyer_trends_report(none): Latest quarterly Buyer Trends Report. ## Reading paths Each chain can be walked in one visit: every page links to the next in its HTML, and every MCP result carries a next_steps array. - What should I buy for a hiring problem? /problem/{challenge-id} -> /category/{category-slug} -> /vendor/{vendor-slug} -> /compare/{a}-vs-{b} -> /methodology - Best tools in a category? /category/{category-slug} -> /vendor/{vendor-slug} -> /compare/{a}-vs-{b} -> /category/{nearby-category-slug} - Is this vendor the right choice? /vendor/{vendor-slug} -> /category/{category-slug} -> /compare/{a}-vs-{b} -> /problem/{challenge-id} - What is happening in the TA tech market? /pulse -> /pulse/archive -> /pulse/reports -> /vendor/{vendor-slug} - Build me a shortlist /solutionfinder?prefill={situation} -> /vendor/{vendor-slug} -> /compare/{a}-vs-{b}