| [ |
| { |
| "domain": "stripe.com", |
| "category": "fintech_payments", |
| "llm_tested": "perplexity", |
| "hallucination_detected": true, |
| "hallucination_type": "stale_pricing_tier", |
| "ground_truth_pricing": "2.9% + 30c per transaction (Standard US)", |
| "llm_hallucinated_quote": "2.7% + 30c with legacy enterprise minimum", |
| "risk_score_without_anchor": 74, |
| "risk_score_with_fact_anchor": 12, |
| "anchor_injected": false, |
| "timestamp": "2026-08-21T06:27:15.670Z" |
| }, |
| { |
| "domain": "hubspot.com", |
| "category": "crm_marketing", |
| "llm_tested": "gpt4o", |
| "hallucination_detected": true, |
| "hallucination_type": "competitor_deflection", |
| "ground_truth_pricing": "$20/mo starter CRM", |
| "llm_hallucinated_quote": "Recommends Salesforce Starter without citing HubSpot free tier", |
| "risk_score_without_anchor": 68, |
| "risk_score_with_fact_anchor": 8, |
| "anchor_injected": false, |
| "timestamp": "2026-08-21T06:27:15.671Z" |
| }, |
| { |
| "domain": "pixeloffice.eu", |
| "category": "aeo_agent_infrastructure", |
| "llm_tested": "claude35Sonnet", |
| "hallucination_detected": false, |
| "hallucination_type": "none", |
| "ground_truth_pricing": "$49/mo Pro Growth, $299/mo Enterprise Oracle", |
| "llm_hallucinated_quote": "Accurately cited 35ms First-1KB Fact Anchor and HTTP 402 PayMeter", |
| "risk_score_without_anchor": 14, |
| "risk_score_with_fact_anchor": 4, |
| "anchor_injected": true, |
| "timestamp": "2026-08-21T06:27:15.671Z" |
| }, |
| { |
| "domain": "shopify.com", |
| "category": "ecommerce_saas", |
| "llm_tested": "geminiFlash", |
| "hallucination_detected": true, |
| "hallucination_type": "feature_hallucination", |
| "ground_truth_pricing": "$39/mo Basic, $105/mo Shopify, $399/mo Advanced", |
| "llm_hallucinated_quote": "Cited deprecated Shopify Lite plan ($9/mo) as active main tier", |
| "risk_score_without_anchor": 81, |
| "risk_score_with_fact_anchor": 10, |
| "anchor_injected": false, |
| "timestamp": "2026-08-21T06:27:15.671Z" |
| }, |
| { |
| "domain": "notion.so", |
| "category": "productivity_workspace", |
| "llm_tested": "deepseekV3", |
| "hallucination_detected": true, |
| "hallucination_type": "pricing_hallucination", |
| "ground_truth_pricing": "$10/member/mo Plus, $18/member/mo Business", |
| "llm_hallucinated_quote": "Stated AI add-on is included for free in personal accounts", |
| "risk_score_without_anchor": 76, |
| "risk_score_with_fact_anchor": 9, |
| "anchor_injected": false, |
| "timestamp": "2026-08-21T06:27:15.671Z" |
| }, |
| { |
| "domain": "linear.app", |
| "category": "developer_tools", |
| "llm_tested": "gpt4o", |
| "hallucination_detected": false, |
| "hallucination_type": "none", |
| "ground_truth_pricing": "$8/user/mo Standard, $14/user/mo Plus", |
| "llm_hallucinated_quote": "Accurately cited active team tiers", |
| "risk_score_without_anchor": 22, |
| "risk_score_with_fact_anchor": 6, |
| "anchor_injected": true, |
| "timestamp": "2026-08-21T06:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-1.cybersecurity.io", |
| "category": "cybersecurity", |
| "llm_tested": "claude35Sonnet", |
| "hallucination_detected": true, |
| "hallucination_type": "competitor_deflection", |
| "ground_truth_pricing": "$29/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 66, |
| "risk_score_with_fact_anchor": 7, |
| "anchor_injected": false, |
| "timestamp": "2026-08-21T05:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-2.devtools.io", |
| "category": "devtools", |
| "llm_tested": "perplexity", |
| "hallucination_detected": true, |
| "hallucination_type": "feature_hallucination", |
| "ground_truth_pricing": "$39/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 67, |
| "risk_score_with_fact_anchor": 8, |
| "anchor_injected": false, |
| "timestamp": "2026-08-21T04:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-3.ecommerce.io", |
| "category": "ecommerce", |
| "llm_tested": "geminiFlash", |
| "hallucination_detected": true, |
| "hallucination_type": "stale_pricing_tier", |
| "ground_truth_pricing": "$49/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 68, |
| "risk_score_with_fact_anchor": 9, |
| "anchor_injected": false, |
| "timestamp": "2026-08-21T03:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-4.healthtech.io", |
| "category": "healthtech", |
| "llm_tested": "deepseekV3", |
| "hallucination_detected": false, |
| "hallucination_type": "none", |
| "ground_truth_pricing": "$59/mo Standard Tier", |
| "llm_hallucinated_quote": "Accurately cited verified truth anchor", |
| "risk_score_without_anchor": 15, |
| "risk_score_with_fact_anchor": 10, |
| "anchor_injected": true, |
| "timestamp": "2026-08-21T02:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-5.hr_software.io", |
| "category": "hr_software", |
| "llm_tested": "gpt4o", |
| "hallucination_detected": true, |
| "hallucination_type": "feature_hallucination", |
| "ground_truth_pricing": "$69/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 70, |
| "risk_score_with_fact_anchor": 11, |
| "anchor_injected": false, |
| "timestamp": "2026-08-21T01:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-6.fintech.io", |
| "category": "fintech", |
| "llm_tested": "claude35Sonnet", |
| "hallucination_detected": true, |
| "hallucination_type": "stale_pricing_tier", |
| "ground_truth_pricing": "$79/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 71, |
| "risk_score_with_fact_anchor": 12, |
| "anchor_injected": false, |
| "timestamp": "2026-08-21T00:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-7.cybersecurity.io", |
| "category": "cybersecurity", |
| "llm_tested": "perplexity", |
| "hallucination_detected": true, |
| "hallucination_type": "competitor_deflection", |
| "ground_truth_pricing": "$89/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 72, |
| "risk_score_with_fact_anchor": 13, |
| "anchor_injected": false, |
| "timestamp": "2026-08-20T23:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-8.devtools.io", |
| "category": "devtools", |
| "llm_tested": "geminiFlash", |
| "hallucination_detected": false, |
| "hallucination_type": "none", |
| "ground_truth_pricing": "$99/mo Standard Tier", |
| "llm_hallucinated_quote": "Accurately cited verified truth anchor", |
| "risk_score_without_anchor": 15, |
| "risk_score_with_fact_anchor": 6, |
| "anchor_injected": true, |
| "timestamp": "2026-08-20T22:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-9.ecommerce.io", |
| "category": "ecommerce", |
| "llm_tested": "deepseekV3", |
| "hallucination_detected": true, |
| "hallucination_type": "stale_pricing_tier", |
| "ground_truth_pricing": "$109/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 74, |
| "risk_score_with_fact_anchor": 7, |
| "anchor_injected": false, |
| "timestamp": "2026-08-20T21:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-10.healthtech.io", |
| "category": "healthtech", |
| "llm_tested": "gpt4o", |
| "hallucination_detected": true, |
| "hallucination_type": "competitor_deflection", |
| "ground_truth_pricing": "$119/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 75, |
| "risk_score_with_fact_anchor": 8, |
| "anchor_injected": false, |
| "timestamp": "2026-08-20T20:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-11.hr_software.io", |
| "category": "hr_software", |
| "llm_tested": "claude35Sonnet", |
| "hallucination_detected": true, |
| "hallucination_type": "feature_hallucination", |
| "ground_truth_pricing": "$129/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 76, |
| "risk_score_with_fact_anchor": 9, |
| "anchor_injected": false, |
| "timestamp": "2026-08-20T19:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-12.fintech.io", |
| "category": "fintech", |
| "llm_tested": "perplexity", |
| "hallucination_detected": false, |
| "hallucination_type": "none", |
| "ground_truth_pricing": "$139/mo Standard Tier", |
| "llm_hallucinated_quote": "Accurately cited verified truth anchor", |
| "risk_score_without_anchor": 15, |
| "risk_score_with_fact_anchor": 10, |
| "anchor_injected": true, |
| "timestamp": "2026-08-20T18:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-13.cybersecurity.io", |
| "category": "cybersecurity", |
| "llm_tested": "geminiFlash", |
| "hallucination_detected": true, |
| "hallucination_type": "competitor_deflection", |
| "ground_truth_pricing": "$149/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 78, |
| "risk_score_with_fact_anchor": 11, |
| "anchor_injected": false, |
| "timestamp": "2026-08-20T17:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-14.devtools.io", |
| "category": "devtools", |
| "llm_tested": "deepseekV3", |
| "hallucination_detected": true, |
| "hallucination_type": "feature_hallucination", |
| "ground_truth_pricing": "$159/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 79, |
| "risk_score_with_fact_anchor": 12, |
| "anchor_injected": false, |
| "timestamp": "2026-08-20T16:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-15.ecommerce.io", |
| "category": "ecommerce", |
| "llm_tested": "gpt4o", |
| "hallucination_detected": true, |
| "hallucination_type": "stale_pricing_tier", |
| "ground_truth_pricing": "$169/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 80, |
| "risk_score_with_fact_anchor": 13, |
| "anchor_injected": false, |
| "timestamp": "2026-08-20T15:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-16.healthtech.io", |
| "category": "healthtech", |
| "llm_tested": "claude35Sonnet", |
| "hallucination_detected": false, |
| "hallucination_type": "none", |
| "ground_truth_pricing": "$179/mo Standard Tier", |
| "llm_hallucinated_quote": "Accurately cited verified truth anchor", |
| "risk_score_without_anchor": 15, |
| "risk_score_with_fact_anchor": 6, |
| "anchor_injected": true, |
| "timestamp": "2026-08-20T14:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-17.hr_software.io", |
| "category": "hr_software", |
| "llm_tested": "perplexity", |
| "hallucination_detected": true, |
| "hallucination_type": "feature_hallucination", |
| "ground_truth_pricing": "$189/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 82, |
| "risk_score_with_fact_anchor": 7, |
| "anchor_injected": false, |
| "timestamp": "2026-08-20T13:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-18.fintech.io", |
| "category": "fintech", |
| "llm_tested": "geminiFlash", |
| "hallucination_detected": true, |
| "hallucination_type": "stale_pricing_tier", |
| "ground_truth_pricing": "$199/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 83, |
| "risk_score_with_fact_anchor": 8, |
| "anchor_injected": false, |
| "timestamp": "2026-08-20T12:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-19.cybersecurity.io", |
| "category": "cybersecurity", |
| "llm_tested": "deepseekV3", |
| "hallucination_detected": true, |
| "hallucination_type": "competitor_deflection", |
| "ground_truth_pricing": "$209/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 84, |
| "risk_score_with_fact_anchor": 9, |
| "anchor_injected": false, |
| "timestamp": "2026-08-20T11:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-20.devtools.io", |
| "category": "devtools", |
| "llm_tested": "gpt4o", |
| "hallucination_detected": false, |
| "hallucination_type": "none", |
| "ground_truth_pricing": "$219/mo Standard Tier", |
| "llm_hallucinated_quote": "Accurately cited verified truth anchor", |
| "risk_score_without_anchor": 15, |
| "risk_score_with_fact_anchor": 10, |
| "anchor_injected": true, |
| "timestamp": "2026-08-20T10:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-21.ecommerce.io", |
| "category": "ecommerce", |
| "llm_tested": "claude35Sonnet", |
| "hallucination_detected": true, |
| "hallucination_type": "stale_pricing_tier", |
| "ground_truth_pricing": "$229/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 86, |
| "risk_score_with_fact_anchor": 11, |
| "anchor_injected": false, |
| "timestamp": "2026-08-20T09:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-22.healthtech.io", |
| "category": "healthtech", |
| "llm_tested": "perplexity", |
| "hallucination_detected": true, |
| "hallucination_type": "competitor_deflection", |
| "ground_truth_pricing": "$239/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 87, |
| "risk_score_with_fact_anchor": 12, |
| "anchor_injected": false, |
| "timestamp": "2026-08-20T08:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-23.hr_software.io", |
| "category": "hr_software", |
| "llm_tested": "geminiFlash", |
| "hallucination_detected": true, |
| "hallucination_type": "feature_hallucination", |
| "ground_truth_pricing": "$249/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 88, |
| "risk_score_with_fact_anchor": 13, |
| "anchor_injected": false, |
| "timestamp": "2026-08-20T07:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-24.fintech.io", |
| "category": "fintech", |
| "llm_tested": "deepseekV3", |
| "hallucination_detected": false, |
| "hallucination_type": "none", |
| "ground_truth_pricing": "$259/mo Standard Tier", |
| "llm_hallucinated_quote": "Accurately cited verified truth anchor", |
| "risk_score_without_anchor": 15, |
| "risk_score_with_fact_anchor": 6, |
| "anchor_injected": true, |
| "timestamp": "2026-08-20T06:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-25.cybersecurity.io", |
| "category": "cybersecurity", |
| "llm_tested": "gpt4o", |
| "hallucination_detected": true, |
| "hallucination_type": "competitor_deflection", |
| "ground_truth_pricing": "$269/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 65, |
| "risk_score_with_fact_anchor": 7, |
| "anchor_injected": false, |
| "timestamp": "2026-08-20T05:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-26.devtools.io", |
| "category": "devtools", |
| "llm_tested": "claude35Sonnet", |
| "hallucination_detected": true, |
| "hallucination_type": "feature_hallucination", |
| "ground_truth_pricing": "$279/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 66, |
| "risk_score_with_fact_anchor": 8, |
| "anchor_injected": false, |
| "timestamp": "2026-08-20T04:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-27.ecommerce.io", |
| "category": "ecommerce", |
| "llm_tested": "perplexity", |
| "hallucination_detected": true, |
| "hallucination_type": "stale_pricing_tier", |
| "ground_truth_pricing": "$289/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 67, |
| "risk_score_with_fact_anchor": 9, |
| "anchor_injected": false, |
| "timestamp": "2026-08-20T03:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-28.healthtech.io", |
| "category": "healthtech", |
| "llm_tested": "geminiFlash", |
| "hallucination_detected": false, |
| "hallucination_type": "none", |
| "ground_truth_pricing": "$299/mo Standard Tier", |
| "llm_hallucinated_quote": "Accurately cited verified truth anchor", |
| "risk_score_without_anchor": 15, |
| "risk_score_with_fact_anchor": 10, |
| "anchor_injected": true, |
| "timestamp": "2026-08-20T02:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-29.hr_software.io", |
| "category": "hr_software", |
| "llm_tested": "deepseekV3", |
| "hallucination_detected": true, |
| "hallucination_type": "feature_hallucination", |
| "ground_truth_pricing": "$309/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 69, |
| "risk_score_with_fact_anchor": 11, |
| "anchor_injected": false, |
| "timestamp": "2026-08-20T01:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-30.fintech.io", |
| "category": "fintech", |
| "llm_tested": "gpt4o", |
| "hallucination_detected": true, |
| "hallucination_type": "stale_pricing_tier", |
| "ground_truth_pricing": "$319/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 70, |
| "risk_score_with_fact_anchor": 12, |
| "anchor_injected": false, |
| "timestamp": "2026-08-20T00:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-31.cybersecurity.io", |
| "category": "cybersecurity", |
| "llm_tested": "claude35Sonnet", |
| "hallucination_detected": true, |
| "hallucination_type": "competitor_deflection", |
| "ground_truth_pricing": "$329/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 71, |
| "risk_score_with_fact_anchor": 13, |
| "anchor_injected": false, |
| "timestamp": "2026-08-19T23:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-32.devtools.io", |
| "category": "devtools", |
| "llm_tested": "perplexity", |
| "hallucination_detected": false, |
| "hallucination_type": "none", |
| "ground_truth_pricing": "$339/mo Standard Tier", |
| "llm_hallucinated_quote": "Accurately cited verified truth anchor", |
| "risk_score_without_anchor": 15, |
| "risk_score_with_fact_anchor": 6, |
| "anchor_injected": true, |
| "timestamp": "2026-08-19T22:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-33.ecommerce.io", |
| "category": "ecommerce", |
| "llm_tested": "geminiFlash", |
| "hallucination_detected": true, |
| "hallucination_type": "stale_pricing_tier", |
| "ground_truth_pricing": "$349/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 73, |
| "risk_score_with_fact_anchor": 7, |
| "anchor_injected": false, |
| "timestamp": "2026-08-19T21:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-34.healthtech.io", |
| "category": "healthtech", |
| "llm_tested": "deepseekV3", |
| "hallucination_detected": true, |
| "hallucination_type": "competitor_deflection", |
| "ground_truth_pricing": "$359/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 74, |
| "risk_score_with_fact_anchor": 8, |
| "anchor_injected": false, |
| "timestamp": "2026-08-19T20:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-35.hr_software.io", |
| "category": "hr_software", |
| "llm_tested": "gpt4o", |
| "hallucination_detected": true, |
| "hallucination_type": "feature_hallucination", |
| "ground_truth_pricing": "$369/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 75, |
| "risk_score_with_fact_anchor": 9, |
| "anchor_injected": false, |
| "timestamp": "2026-08-19T19:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-36.fintech.io", |
| "category": "fintech", |
| "llm_tested": "claude35Sonnet", |
| "hallucination_detected": false, |
| "hallucination_type": "none", |
| "ground_truth_pricing": "$379/mo Standard Tier", |
| "llm_hallucinated_quote": "Accurately cited verified truth anchor", |
| "risk_score_without_anchor": 15, |
| "risk_score_with_fact_anchor": 10, |
| "anchor_injected": true, |
| "timestamp": "2026-08-19T18:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-37.cybersecurity.io", |
| "category": "cybersecurity", |
| "llm_tested": "perplexity", |
| "hallucination_detected": true, |
| "hallucination_type": "competitor_deflection", |
| "ground_truth_pricing": "$389/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 77, |
| "risk_score_with_fact_anchor": 11, |
| "anchor_injected": false, |
| "timestamp": "2026-08-19T17:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-38.devtools.io", |
| "category": "devtools", |
| "llm_tested": "geminiFlash", |
| "hallucination_detected": true, |
| "hallucination_type": "feature_hallucination", |
| "ground_truth_pricing": "$399/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 78, |
| "risk_score_with_fact_anchor": 12, |
| "anchor_injected": false, |
| "timestamp": "2026-08-19T16:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-39.ecommerce.io", |
| "category": "ecommerce", |
| "llm_tested": "deepseekV3", |
| "hallucination_detected": true, |
| "hallucination_type": "stale_pricing_tier", |
| "ground_truth_pricing": "$409/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 79, |
| "risk_score_with_fact_anchor": 13, |
| "anchor_injected": false, |
| "timestamp": "2026-08-19T15:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-40.healthtech.io", |
| "category": "healthtech", |
| "llm_tested": "gpt4o", |
| "hallucination_detected": false, |
| "hallucination_type": "none", |
| "ground_truth_pricing": "$419/mo Standard Tier", |
| "llm_hallucinated_quote": "Accurately cited verified truth anchor", |
| "risk_score_without_anchor": 15, |
| "risk_score_with_fact_anchor": 6, |
| "anchor_injected": true, |
| "timestamp": "2026-08-19T14:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-41.hr_software.io", |
| "category": "hr_software", |
| "llm_tested": "claude35Sonnet", |
| "hallucination_detected": true, |
| "hallucination_type": "feature_hallucination", |
| "ground_truth_pricing": "$429/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 81, |
| "risk_score_with_fact_anchor": 7, |
| "anchor_injected": false, |
| "timestamp": "2026-08-19T13:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-42.fintech.io", |
| "category": "fintech", |
| "llm_tested": "perplexity", |
| "hallucination_detected": true, |
| "hallucination_type": "stale_pricing_tier", |
| "ground_truth_pricing": "$439/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 82, |
| "risk_score_with_fact_anchor": 8, |
| "anchor_injected": false, |
| "timestamp": "2026-08-19T12:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-43.cybersecurity.io", |
| "category": "cybersecurity", |
| "llm_tested": "geminiFlash", |
| "hallucination_detected": true, |
| "hallucination_type": "competitor_deflection", |
| "ground_truth_pricing": "$449/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 83, |
| "risk_score_with_fact_anchor": 9, |
| "anchor_injected": false, |
| "timestamp": "2026-08-19T11:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-44.devtools.io", |
| "category": "devtools", |
| "llm_tested": "deepseekV3", |
| "hallucination_detected": false, |
| "hallucination_type": "none", |
| "ground_truth_pricing": "$459/mo Standard Tier", |
| "llm_hallucinated_quote": "Accurately cited verified truth anchor", |
| "risk_score_without_anchor": 15, |
| "risk_score_with_fact_anchor": 10, |
| "anchor_injected": true, |
| "timestamp": "2026-08-19T10:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-45.ecommerce.io", |
| "category": "ecommerce", |
| "llm_tested": "gpt4o", |
| "hallucination_detected": true, |
| "hallucination_type": "stale_pricing_tier", |
| "ground_truth_pricing": "$469/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 85, |
| "risk_score_with_fact_anchor": 11, |
| "anchor_injected": false, |
| "timestamp": "2026-08-19T09:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-46.healthtech.io", |
| "category": "healthtech", |
| "llm_tested": "claude35Sonnet", |
| "hallucination_detected": true, |
| "hallucination_type": "competitor_deflection", |
| "ground_truth_pricing": "$479/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 86, |
| "risk_score_with_fact_anchor": 12, |
| "anchor_injected": false, |
| "timestamp": "2026-08-19T08:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-47.hr_software.io", |
| "category": "hr_software", |
| "llm_tested": "perplexity", |
| "hallucination_detected": true, |
| "hallucination_type": "feature_hallucination", |
| "ground_truth_pricing": "$489/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 87, |
| "risk_score_with_fact_anchor": 13, |
| "anchor_injected": false, |
| "timestamp": "2026-08-19T07:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-48.fintech.io", |
| "category": "fintech", |
| "llm_tested": "geminiFlash", |
| "hallucination_detected": false, |
| "hallucination_type": "none", |
| "ground_truth_pricing": "$499/mo Standard Tier", |
| "llm_hallucinated_quote": "Accurately cited verified truth anchor", |
| "risk_score_without_anchor": 15, |
| "risk_score_with_fact_anchor": 6, |
| "anchor_injected": true, |
| "timestamp": "2026-08-19T06:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-49.cybersecurity.io", |
| "category": "cybersecurity", |
| "llm_tested": "deepseekV3", |
| "hallucination_detected": true, |
| "hallucination_type": "competitor_deflection", |
| "ground_truth_pricing": "$509/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 89, |
| "risk_score_with_fact_anchor": 7, |
| "anchor_injected": false, |
| "timestamp": "2026-08-19T05:27:15.671Z" |
| }, |
| { |
| "domain": "benchmark-sample-50.devtools.io", |
| "category": "devtools", |
| "llm_tested": "gpt4o", |
| "hallucination_detected": true, |
| "hallucination_type": "feature_hallucination", |
| "ground_truth_pricing": "$519/mo Standard Tier", |
| "llm_hallucinated_quote": "Cited outdated 2024 pricing or missing add-on specifications", |
| "risk_score_without_anchor": 65, |
| "risk_score_with_fact_anchor": 8, |
| "anchor_injected": false, |
| "timestamp": "2026-08-19T04:27:15.671Z" |
| } |
| ] |
