{"id":5335,"date":"2026-01-16T19:00:32","date_gmt":"2026-01-16T11:00:32","guid":{"rendered":"https:\/\/teen.aiproinstitute.com\/?p=5335"},"modified":"2026-01-16T19:00:49","modified_gmt":"2026-01-16T11:00:49","slug":"vendor-selection-criteria","status":"publish","type":"post","link":"https:\/\/teen.aiproinstitute.com\/zh\/vendor-selection-criteria\/","title":{"rendered":"Vendor Selection Criteria"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"5335\" class=\"elementor elementor-5335\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f423eed elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f423eed\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column 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     }\n    <\/style>\n<\/head>\n<body>\n    <h1 class=\"page-title\">AiPro Institute\u2122 Prompt Library<\/h1>\n\n    <div class=\"card-container\">\n        <div class=\"card-header\">\n            <h1>Vendor Selection Criteria<\/h1>\n            <div class=\"meta-info\">\n                <span class=\"badge\">\ud83d\udcbc Finance & Procurement<\/span>\n                <span class=\"badge\">\u23f1\ufe0f 15-20 minutes<\/span>\n                <span class=\"badge\">\ud83d\udcca Intermediate<\/span>\n            <\/div>\n            <div class=\"compatibility\">\n                <span class=\"tool-badge\">ChatGPT<\/span>\n                <span class=\"tool-badge\">Claude<\/span>\n                <span class=\"tool-badge\">Gemini<\/span>\n                <span class=\"tool-badge\">Perplexity<\/span>\n                <span class=\"tool-badge\">Grok<\/span>\n            <\/div>\n        <\/div>\n\n        <div class=\"card-body\">\n            <!-- THE PROMPT SECTION -->\n            <section class=\"section\">\n                <div class=\"section-header\">\n                    <h2 class=\"section-title\">The Prompt<\/h2>\n                    <button class=\"copy-button\" onclick=\"copyPrompt()\">\ud83d\udccb Copy Prompt<\/button>\n                <\/div>\n                <div class=\"prompt-box\" id=\"promptContent\">You are an expert procurement strategist and vendor evaluation specialist with 15+ years of experience in supply chain management, risk assessment, and strategic sourcing across multiple industries. Your expertise includes developing comprehensive vendor selection frameworks that balance cost-effectiveness, quality assurance, compliance requirements, and long-term strategic value.\n\nI need you to create a comprehensive Vendor Selection Criteria Framework for evaluating and selecting vendors\/suppliers for my organization.\n\n<span class=\"placeholder\">[ORGANIZATION_TYPE]<\/span> - Describe your organization (e.g., \"manufacturing company with 500 employees\", \"tech startup\", \"healthcare provider network\")\n\n<span class=\"placeholder\">[PROCUREMENT_CATEGORY]<\/span> - What are you purchasing? (e.g., \"IT software services\", \"raw materials\", \"marketing agency services\", \"logistics and shipping\")\n\n<span class=\"placeholder\">[ANNUAL_SPEND_RANGE]<\/span> - Expected annual spend with vendor (e.g., \"$50,000-$200,000\", \"$1M+\")\n\n<span class=\"placeholder\">[CONTRACT_DURATION]<\/span> - Expected contract length (e.g., \"12 months\", \"3-year partnership\", \"ongoing relationship\")\n\n<span class=\"placeholder\">[CRITICAL_REQUIREMENTS]<\/span> - Non-negotiable requirements (e.g., \"ISO 9001 certification\", \"24\/7 support\", \"local presence\", \"sustainability certifications\")\n\n<span class=\"placeholder\">[CURRENT_PAIN_POINTS]<\/span> - Issues with current\/past vendors (e.g., \"late deliveries\", \"poor communication\", \"quality inconsistencies\", \"hidden costs\")\n\n<span class=\"placeholder\">[NUMBER_OF_VENDORS]<\/span> - How many vendors are you evaluating? (e.g., \"3-5 vendors\", \"shortlist of 8 vendors\")\n\n<span class=\"placeholder\">[DECISION_TIMELINE]<\/span> - When do you need to make a decision? (e.g., \"within 30 days\", \"Q2 2026\", \"urgent - 2 weeks\")\n\n<span class=\"placeholder\">[KEY_STAKEHOLDERS]<\/span> - Who's involved in the decision? (e.g., \"procurement team, finance director, operations manager, legal counsel\")\n\nBased on this information, create a comprehensive vendor selection framework that includes:\n\n**FRAMEWORK PRINCIPLES:**\n1. **Multi-Dimensional Evaluation** - Assess vendors across 6-8 weighted criteria categories, not just price\n2. **Quantifiable Scoring Matrix** - Use objective 1-10 scoring with clear definitions for each rating level\n3. **Risk-Weighted Analysis** - Identify and quantify operational, financial, compliance, and strategic risks\n4. **Total Cost of Ownership** - Calculate true costs including hidden fees, implementation, training, and switching costs\n5. **Strategic Alignment Assessment** - Evaluate long-term partnership potential and cultural fit\n6. **Reference Verification Protocol** - Structured approach to validating vendor claims through client references\n7. **Financial Stability Review** - Assess vendor financial health to ensure business continuity\n\n**DELIVERABLES:**\n\n\u2705 **Evaluation Criteria Matrix** (8-12 criteria with weightings totaling 100%)\n   - Define each criterion with specific sub-factors\n   - Assign percentage weights based on organizational priorities\n   - Include scoring definitions (1-10 scale with clear descriptors)\n\n\u2705 **Vendor Scorecard Template**\n   - Ready-to-use spreadsheet format with formulas\n   - Individual criterion scoring sections\n   - Weighted total calculation\n   - Visual ranking dashboard\n\n\u2705 **Risk Assessment Framework**\n   - Financial risk indicators (revenue stability, debt ratios, customer concentration)\n   - Operational risk factors (capacity, redundancy, disaster recovery)\n   - Compliance risk checklist (certifications, regulations, insurance)\n   - Strategic risk evaluation (market position, innovation track record)\n\n\u2705 **Total Cost of Ownership Calculator**\n   - Initial costs (setup, licensing, equipment)\n   - Ongoing costs (maintenance, support, upgrades)\n   - Hidden costs (integration, training, customization)\n   - Switching costs (data migration, process changes)\n   - 3-year TCO comparison framework\n\n\u2705 **Reference Check Questionnaire**\n   - 15-20 targeted questions for vendor references\n   - Performance metrics verification questions\n   - Problem resolution and support quality questions\n   - Strategic value and innovation questions\n\n\u2705 **Decision Matrix Dashboard**\n   - Side-by-side vendor comparison chart\n   - Radar chart visualization of strengths\/weaknesses\n   - Pass\/fail gate criteria checklist\n   - Final recommendation framework with justification structure\n\n\u2705 **Implementation Timeline**\n   - Week-by-week evaluation process schedule\n   - Key milestones and decision gates\n   - Stakeholder engagement plan\n   - Documentation requirements at each stage\n\nFormat the output as a professional procurement document with clear sections, tables, and actionable templates that can be immediately implemented. Include specific examples and industry benchmarks where relevant to <span class=\"placeholder\">[PROCUREMENT_CATEGORY]<\/span>.<\/div>\n\n                <div class=\"tip-box\">\n                    <strong>\ud83d\udca1 Pro Tip:<\/strong> The more specific you are about your critical requirements and pain points, the more tailored and actionable your vendor selection framework will be. Include budget constraints, compliance requirements, and any industry-specific considerations for best results.\n                <\/div>\n            <\/section>\n\n            <!-- THE LOGIC SECTION -->\n            <section class=\"section\">\n                <h2 class=\"section-title\">The Logic<\/h2>\n                \n                <div class=\"logic-principle\">\n                    <h3>1. Multi-Dimensional Evaluation Beyond Price<\/h3>\n                    <p>Traditional vendor selection often overemphasizes cost, leading to poor long-term outcomes. This framework forces evaluation across 6-8 weighted dimensions including quality, reliability, innovation capability, and cultural fit. Research shows that organizations using multi-criteria decision analysis achieve 34% better vendor performance outcomes. By requiring specific weights for each criterion, the framework prevents bias toward lowest-cost providers and ensures alignment with strategic priorities. This is particularly critical for service vendors where relationship quality and expertise matter more than unit pricing.<\/p>\n                <\/div>\n\n                <div class=\"logic-principle\">\n                    <h3>2. Quantifiable Scoring Matrix for Objectivity<\/h3>\n                    <p>Subjective vendor assessments create inconsistency and bias in procurement decisions. The 1-10 scoring system with explicit definitions for each level transforms qualitative judgments into comparable quantitative data. For example, \"financial stability\" isn't just rated as \"good\" - it's scored as 8\/10 based on specific criteria like revenue growth >15% annually and debt-to-equity ratio <0.5. This quantification enables mathematical comparison across vendors and criteria, reduces personal bias, and creates defensible audit trails for stakeholder review and compliance documentation.<\/p>\n                <\/div>\n\n                <div class=\"logic-principle\">\n                    <h3>3. Risk-Weighted Analysis for Business Continuity<\/h3>\n                    <p>Vendor failures can devastate operations - supply chain disruptions cost businesses an average of $184 million annually according to Resilience360 data. The risk assessment framework systematically evaluates financial viability (can they survive economic downturns?), operational capacity (do they have redundancy?), compliance posture (are certifications current?), and strategic stability (are they acquisition targets?). By quantifying these risks early, organizations avoid catastrophic vendor failures. A weighted risk score that flags high-risk vendors before contract signing prevents 70% of vendor-related operational disruptions.<\/p>\n                <\/div>\n\n                <div class=\"logic-principle\">\n                    <h3>4. Total Cost of Ownership Calculation<\/h3>\n                    <p>Initial pricing is deceptive - a $50,000 software vendor might cost $180,000 over three years when factoring in implementation ($30K), training ($15K), integration ($25K), ongoing support ($40K), and customization ($20K). The TCO calculator forces comprehensive cost projection including hidden fees, maintenance escalations, exit costs, and opportunity costs of vendor lock-in. Studies show that TCO-based vendor selection reduces procurement costs by 18-23% compared to initial-price-only decisions. This framework prevents budget overruns and ensures accurate financial planning for the full vendor relationship lifecycle.<\/p>\n                <\/div>\n\n                <div class=\"logic-principle\">\n                    <h3>5. Strategic Alignment and Partnership Potential<\/h3>\n                    <p>Transactional vendor relationships create inefficiencies, while strategic partnerships drive innovation and competitive advantage. This framework evaluates vendors on innovation track record, willingness to co-develop solutions, cultural compatibility, and long-term growth trajectory alignment. Companies with strategic supplier relationships report 28% faster time-to-market for new products and 22% higher innovation rates. By assessing factors like vendor investment in R&D, collaborative problem-solving history, and executive accessibility, the framework identifies vendors who will become true partners rather than mere suppliers.<\/p>\n                <\/div>\n\n                <div class=\"logic-principle\">\n                    <h3>6. Reference Verification Protocol<\/h3>\n                    <p>Vendor-provided case studies and testimonials are marketing materials, not objective assessments. The structured reference check questionnaire with 15-20 targeted questions validates actual performance with current clients. Critical questions probe service recovery (\"Describe a time they failed to meet expectations - how did they respond?\"), scalability (\"How did they handle your 50% growth?\"), and hidden costs (\"Were there unexpected fees?\"). Industry data shows that thorough reference checks identify performance red flags in 42% of vendor candidates who appear strong on paper. This verification step prevents costly selection mistakes before contract commitment.<\/p>\n                <\/div>\n            <\/section>\n\n            <!-- EXAMPLE OUTPUT PREVIEW -->\n            <section class=\"section\">\n                <h2 class=\"section-title\">Example Output Preview<\/h2>\n                <div class=\"example-box\">\n                    <h4>Sample Vendor Selection Framework for IT Managed Services Provider<\/h4>\n                    <p><strong>Organization:<\/strong> Mid-sized financial services firm (350 employees)<br>\n                    <strong>Annual Spend:<\/strong> $400,000<br>\n                    <strong>Contract Duration:<\/strong> 3-year partnership<\/p>\n\n                    <p><strong>Evaluation Criteria Matrix (100% Total):<\/strong><\/p>\n                    <ul style=\"margin-left: 2rem; margin-top: 1rem; line-height: 2;\">\n                        <li><strong>Technical Capability (25%):<\/strong> Expertise in financial services IT, security certifications (SOC 2, ISO 27001), cloud management experience, infrastructure as code proficiency<\/li>\n                        <li><strong>Service Delivery & Support (20%):<\/strong> 24\/7 coverage, average response time <15 min for P1 issues, dedicated account team, SLA guarantees with penalties<\/li>\n                        <li><strong>Cost & Value (15%):<\/strong> Competitive pricing within $350-450K range, transparent fee structure, no hidden costs, scalability without major price increases<\/li>\n                        <li><strong>Security & Compliance (20%):<\/strong> SOC 2 Type II certified, FINRA compliance experience, incident response track record, regular security audits<\/li>\n                        <li><strong>Innovation & Roadmap (10%):<\/strong> AI\/automation capabilities, proactive technology recommendations, quarterly business reviews, investment in R&D<\/li>\n                        <li><strong>Financial Stability (5%):<\/strong> Revenue >$10M annually, client retention >90%, no recent layoffs, stable ownership<\/li>\n                        <li><strong>Cultural Fit (5%):<\/strong> Communication style, transparency, collaborative approach, executive accessibility<\/li>\n                    <\/ul>\n\n                    <p style=\"margin-top: 1.5rem;\"><strong>Risk Assessment Results:<\/strong><\/p>\n                    <ul style=\"margin-left: 2rem; margin-top: 0.5rem; line-height: 1.8;\">\n                        <li><strong>Vendor A:<\/strong> Low risk (8.2\/10) - Established player, strong financials, minor concern about client concentration (top 3 clients = 45% revenue)<\/li>\n                        <li><strong>Vendor B:<\/strong> Medium risk (6.5\/10) - Rapid growth raising capacity concerns, recent executive turnover, excellent technical scores but operational scalability questions<\/li>\n                        <li><strong>Vendor C:<\/strong> Low-medium risk (7.8\/10) - Solid across all dimensions, slightly higher pricing but includes managed security services<\/li>\n                    <\/ul>\n\n                    <p style=\"margin-top: 1.5rem;\"><strong>Total Cost of Ownership (3-Year):<\/strong><\/p>\n                    <ul style=\"margin-left: 2rem; margin-top: 0.5rem; line-height: 1.8;\">\n                        <li><strong>Vendor A:<\/strong> $1,380,000 (base: $1,200K, implementation: $80K, training: $35K, integration: $45K, support upgrades: $20K)<\/li>\n                        <li><strong>Vendor B:<\/strong> $1,245,000 (appears cheaper but excludes security monitoring - add $150K for equivalent coverage = $1,395,000 true TCO)<\/li>\n                        <li><strong>Vendor C:<\/strong> $1,425,000 (highest upfront but includes managed security, compliance reporting, no hidden fees)<\/li>\n                    <\/ul>\n\n                    <p style=\"margin-top: 1.5rem; font-weight: 600; color: #667eea;\"><strong>Recommended Decision:<\/strong> Vendor C - Despite 3.3% higher TCO, comprehensive security coverage, proven financial services compliance expertise, and zero hidden fees provide best risk-adjusted value. Vendor A is acceptable alternative if budget constrained.<\/p>\n                <\/div>\n            <\/section>\n\n            <!-- PROMPT CHAIN STRATEGY -->\n            <section class=\"section\">\n                <h2 class=\"section-title\">Prompt Chain Strategy<\/h2>\n                \n                <div class=\"chain-step\">\n                    <h4>Step 1: Generate Core Framework<\/h4>\n                    <p>Use the main prompt to generate the complete vendor selection framework with evaluation matrix, scoring system, and templates.<\/p>\n                    <div class=\"chain-prompt\">\n                        <strong>Prompt:<\/strong> [Use the main prompt above with your specific details]\n                    <\/div>\n                    <p><strong>Expected Output:<\/strong> Comprehensive framework document with 8-12 evaluation criteria, weighted scoring matrix, risk assessment framework, TCO calculator, reference check questions, and decision dashboard templates.<\/p>\n                <\/div>\n\n                <div class=\"chain-step\">\n                    <h4>Step 2: Customize for Specific Vendors<\/h4>\n                    <p>After receiving vendors' proposals, refine the framework to address specific differentiators and concerns.<\/p>\n                    <div class=\"chain-prompt\">\n                        <strong>Prompt:<\/strong> \"I've received proposals from [NUMBER] vendors for [PROCUREMENT_CATEGORY]. Based on the framework you created, help me customize the scoring definitions for these specific differentiators: [VENDOR A CLAIMS]: [specific claim - e.g., '99.99% uptime SLA'], [VENDOR B CLAIMS]: [specific claim - e.g., 'proprietary AI monitoring'], [VENDOR C CLAIMS]: [specific claim]. Create objective verification criteria and adjusted weightings that reflect these differences.\"\n                    <\/div>\n                    <p><strong>Expected Output:<\/strong> Refined scoring rubrics that objectively differentiate vendor claims, verification methods for each claim, adjusted criterion weights if certain factors prove more critical, and specific questions to ask each vendor during evaluation.<\/p>\n                <\/div>\n\n                <div class=\"chain-step\">\n                    <h4>Step 3: Generate Stakeholder Presentation<\/h4>\n                    <p>Transform the technical evaluation into executive-ready decision documentation.<\/p>\n                    <div class=\"chain-prompt\">\n                        <strong>Prompt:<\/strong> \"Based on the vendor evaluation framework and our scoring results [VENDOR A: X\/100, VENDOR B: Y\/100, VENDOR C: Z\/100], create an executive summary presentation that includes: (1) One-page decision recommendation with key justification, (2) Visual comparison dashboard highlighting critical differences, (3) Risk summary for top 2 vendors, (4) Financial comparison with 3-year TCO, (5) Implementation timeline and next steps. Format for [STAKEHOLDER AUDIENCE] presentation on [DATE].\"\n                    <\/div>\n                    <p><strong>Expected Output:<\/strong> Executive-ready presentation deck with visual scorecards, radar charts comparing vendors across dimensions, risk heat maps, financial comparison tables, and clear recommendation with 3-5 key justification points. Includes appendix with detailed scoring backup and reference check summaries.<\/p>\n                <\/div>\n            <\/section>\n\n            <!-- HUMAN-IN-THE-LOOP REFINEMENTS -->\n            <section class=\"section\">\n                <h2 class=\"section-title\">Human-in-the-Loop Refinements<\/h2>\n                \n                <div class=\"hitl-tip\">\n                    <h3>1. Industry-Specific Compliance Adjustments<\/h3>\n                    <p>After generating the initial framework, review the compliance criteria against your specific industry regulations. For healthcare organizations, add HIPAA-specific requirements and breach notification protocols. For financial services, incorporate FINRA, SEC, or SOX compliance verification. For government contractors, add FAR\/DFARS clauses and security clearance requirements. Request the AI to expand the compliance section with industry-specific certifications, audit requirements, and regulatory reporting obligations. This ensures no critical regulatory requirement is overlooked during vendor evaluation.<\/p>\n                <\/div>\n\n                <div class=\"hitl-tip\">\n                    <h3>2. Stakeholder Weight Calibration<\/h3>\n                    <p>The AI assigns criterion weights based on general best practices, but your organization's priorities may differ. Conduct a 30-minute calibration session with key stakeholders to review the proposed weightings. If your CTO insists technical capability should be 35% instead of 25%, or your CFO wants cost weighted at 25% instead of 15%, adjust accordingly and ask the AI: \"Recalculate the scoring matrix with these adjusted weights: [NEW WEIGHTS]. Show how this changes the relative ranking of vendors and highlight which vendors benefit most from this reweighting.\" This ensures organizational buy-in and reflects true priorities.<\/p>\n                <\/div>\n\n                <div class=\"hitl-tip\">\n                    <h3>3. Reference Check Deep-Dive Refinement<\/h3>\n                    <p>The AI provides generic reference check questions. After your first 2-3 reference calls, identify patterns or concerns that need deeper investigation. If multiple references mention \"slow response during incidents\" or \"difficulty with billing reconciliation,\" ask the AI: \"Generate 5-7 follow-up questions specifically about incident response times and billing accuracy, including questions that reveal root causes and improvement trends over time.\" Use these refined questions for remaining reference checks to gather actionable intelligence on specific risk areas.<\/p>\n                <\/div>\n\n                <div class=\"hitl-tip\">\n                    <h3>4. TCO Hidden Cost Discovery<\/h3>\n                    <p>The AI's TCO calculator includes common cost categories, but your situation may have unique hidden costs. Review with your finance and operations teams to identify overlooked expenses like internal resource allocation, opportunity cost of delayed implementation, costs of redundancy during transition, or specialized training requirements. Add these discovered costs and request: \"Expand the TCO calculator to include these additional cost categories: [LIST]. Provide formulas and estimation methods for each, including industry benchmarks for [YOUR INDUSTRY].\" This prevents budget surprises post-contract signing.<\/p>\n                <\/div>\n\n                <div class=\"hitl-tip\">\n                    <h3>5. Scoring Calibration with Test Data<\/h3>\n                    <p>Before using the framework on real vendors, test it with hypothetical scenarios or past vendor relationships. Score a previous successful vendor and a problematic one using the framework. If the framework doesn't correctly differentiate them (failed vendor scores too high or successful vendor scores too low), the scoring definitions need refinement. Tell the AI: \"When I score [PAST VENDOR] using this framework, they receive [SCORE], but our actual experience was [OUTCOME]. Refine the scoring definitions for [SPECIFIC CRITERIA] to better predict real-world performance.\" This calibration improves predictive accuracy.<\/p>\n                <\/div>\n\n                <div class=\"hitl-tip\">\n                    <h3>6. Post-Selection Contract Integration<\/h3>\n                    <p>After vendor selection, transform the evaluation framework into contractual requirements and KPIs. Request the AI: \"Convert our top-scoring criteria and the selected vendor's commitments into specific contract clauses, SLA metrics, and quarterly performance KPIs. Include measurement methods, acceptable ranges, and remediation requirements for underperformance.\" This ensures your evaluation criteria translate into enforceable contract terms and ongoing performance monitoring, closing the loop between selection and vendor management. Many organizations fail here, selecting well but not enforcing the standards that drove the decision.<\/p>\n                <\/div>\n            <\/section>\n        <\/div>\n\n        <div class=\"card-footer\">\n            <div class=\"footer-stat\">\n                <span>\u2b50 4.8\/5.0<\/span>\n            <\/div>\n            <div class=\"footer-stat\">\n                <span>\ud83d\udccb Copied 2,847 times<\/span>\n            <\/div>\n            <div class=\"footer-stat\">\n                <span>\ud83d\udcac 124 reviews<\/span>\n            <\/div>\n        <\/div>\n    <\/div>\n\n    <script>\n        function copyPrompt() {\n            const promptContent = document.getElementById('promptContent').innerText;\n            navigator.clipboard.writeText(promptContent).then(() => {\n                const button = document.querySelector('.copy-button');\n                const originalText = button.innerHTML;\n                button.innerHTML = '\u2705 Copied!';\n                setTimeout(() => {\n                    button.innerHTML = originalText;\n                }, 2000);\n            });\n        }\n    <\/script>\n<\/body>\n<\/html>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Vendor Selection Criteria &#8211; AiPro Institute\u2122 AiPro Institute\u2122 Prompt Library Vendor Selection Criteria \ud83d\udcbc Finance &#038; Procurement \u23f1\ufe0f 15-20 minutes \ud83d\udcca Intermediate ChatGPT Claude Gemini Perplexity Grok The Prompt \ud83d\udccb Copy Prompt You are an expert procurement strategist and vendor evaluation specialist with 15+ years of experience in supply chain management, risk assessment, and strategic&hellip;<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[161],"tags":[],"class_list":["post-5335","post","type-post","status-publish","format-standard","hentry","category-finance-procurement"],"acf":[],"_links":{"self":[{"href":"https:\/\/teen.aiproinstitute.com\/zh\/wp-json\/wp\/v2\/posts\/5335","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/teen.aiproinstitute.com\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/teen.aiproinstitute.com\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/teen.aiproinstitute.com\/zh\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/teen.aiproinstitute.com\/zh\/wp-json\/wp\/v2\/comments?post=5335"}],"version-history":[{"count":4,"href":"https:\/\/teen.aiproinstitute.com\/zh\/wp-json\/wp\/v2\/posts\/5335\/revisions"}],"predecessor-version":[{"id":5339,"href":"https:\/\/teen.aiproinstitute.com\/zh\/wp-json\/wp\/v2\/posts\/5335\/revisions\/5339"}],"wp:attachment":[{"href":"https:\/\/teen.aiproinstitute.com\/zh\/wp-json\/wp\/v2\/media?parent=5335"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/teen.aiproinstitute.com\/zh\/wp-json\/wp\/v2\/categories?post=5335"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/teen.aiproinstitute.com\/zh\/wp-json\/wp\/v2\/tags?post=5335"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}