domain
stringlengths
9
36
category
stringclasses
12 values
llm_tested
stringclasses
5 values
hallucination_detected
bool
2 classes
hallucination_type
stringclasses
5 values
ground_truth_pricing
stringlengths
18
47
llm_hallucinated_quote
stringclasses
8 values
risk_score_without_anchor
int64
14
89
risk_score_with_fact_anchor
int64
4
13
anchor_injected
bool
2 classes
timestamp
stringlengths
24
24
stripe.com
fintech_payments
perplexity
true
stale_pricing_tier
2.9% + 30c per transaction (Standard US)
2.7% + 30c with legacy enterprise minimum
74
12
false
2026-08-21T06:27:15.670Z
hubspot.com
crm_marketing
gpt4o
true
competitor_deflection
$20/mo starter CRM
Recommends Salesforce Starter without citing HubSpot free tier
68
8
false
2026-08-21T06:27:15.671Z
pixeloffice.eu
aeo_agent_infrastructure
claude35Sonnet
false
none
$49/mo Pro Growth, $299/mo Enterprise Oracle
Accurately cited 35ms First-1KB Fact Anchor and HTTP 402 PayMeter
14
4
true
2026-08-21T06:27:15.671Z
shopify.com
ecommerce_saas
geminiFlash
true
feature_hallucination
$39/mo Basic, $105/mo Shopify, $399/mo Advanced
Cited deprecated Shopify Lite plan ($9/mo) as active main tier
81
10
false
2026-08-21T06:27:15.671Z
notion.so
productivity_workspace
deepseekV3
true
pricing_hallucination
$10/member/mo Plus, $18/member/mo Business
Stated AI add-on is included for free in personal accounts
76
9
false
2026-08-21T06:27:15.671Z
linear.app
developer_tools
gpt4o
false
none
$8/user/mo Standard, $14/user/mo Plus
Accurately cited active team tiers
22
6
true
2026-08-21T06:27:15.671Z
benchmark-sample-1.cybersecurity.io
cybersecurity
claude35Sonnet
true
competitor_deflection
$29/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
66
7
false
2026-08-21T05:27:15.671Z
benchmark-sample-2.devtools.io
devtools
perplexity
true
feature_hallucination
$39/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
67
8
false
2026-08-21T04:27:15.671Z
benchmark-sample-3.ecommerce.io
ecommerce
geminiFlash
true
stale_pricing_tier
$49/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
68
9
false
2026-08-21T03:27:15.671Z
benchmark-sample-4.healthtech.io
healthtech
deepseekV3
false
none
$59/mo Standard Tier
Accurately cited verified truth anchor
15
10
true
2026-08-21T02:27:15.671Z
benchmark-sample-5.hr_software.io
hr_software
gpt4o
true
feature_hallucination
$69/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
70
11
false
2026-08-21T01:27:15.671Z
benchmark-sample-6.fintech.io
fintech
claude35Sonnet
true
stale_pricing_tier
$79/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
71
12
false
2026-08-21T00:27:15.671Z
benchmark-sample-7.cybersecurity.io
cybersecurity
perplexity
true
competitor_deflection
$89/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
72
13
false
2026-08-20T23:27:15.671Z
benchmark-sample-8.devtools.io
devtools
geminiFlash
false
none
$99/mo Standard Tier
Accurately cited verified truth anchor
15
6
true
2026-08-20T22:27:15.671Z
benchmark-sample-9.ecommerce.io
ecommerce
deepseekV3
true
stale_pricing_tier
$109/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
74
7
false
2026-08-20T21:27:15.671Z
benchmark-sample-10.healthtech.io
healthtech
gpt4o
true
competitor_deflection
$119/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
75
8
false
2026-08-20T20:27:15.671Z
benchmark-sample-11.hr_software.io
hr_software
claude35Sonnet
true
feature_hallucination
$129/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
76
9
false
2026-08-20T19:27:15.671Z
benchmark-sample-12.fintech.io
fintech
perplexity
false
none
$139/mo Standard Tier
Accurately cited verified truth anchor
15
10
true
2026-08-20T18:27:15.671Z
benchmark-sample-13.cybersecurity.io
cybersecurity
geminiFlash
true
competitor_deflection
$149/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
78
11
false
2026-08-20T17:27:15.671Z
benchmark-sample-14.devtools.io
devtools
deepseekV3
true
feature_hallucination
$159/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
79
12
false
2026-08-20T16:27:15.671Z
benchmark-sample-15.ecommerce.io
ecommerce
gpt4o
true
stale_pricing_tier
$169/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
80
13
false
2026-08-20T15:27:15.671Z
benchmark-sample-16.healthtech.io
healthtech
claude35Sonnet
false
none
$179/mo Standard Tier
Accurately cited verified truth anchor
15
6
true
2026-08-20T14:27:15.671Z
benchmark-sample-17.hr_software.io
hr_software
perplexity
true
feature_hallucination
$189/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
82
7
false
2026-08-20T13:27:15.671Z
benchmark-sample-18.fintech.io
fintech
geminiFlash
true
stale_pricing_tier
$199/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
83
8
false
2026-08-20T12:27:15.671Z
benchmark-sample-19.cybersecurity.io
cybersecurity
deepseekV3
true
competitor_deflection
$209/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
84
9
false
2026-08-20T11:27:15.671Z
benchmark-sample-20.devtools.io
devtools
gpt4o
false
none
$219/mo Standard Tier
Accurately cited verified truth anchor
15
10
true
2026-08-20T10:27:15.671Z
benchmark-sample-21.ecommerce.io
ecommerce
claude35Sonnet
true
stale_pricing_tier
$229/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
86
11
false
2026-08-20T09:27:15.671Z
benchmark-sample-22.healthtech.io
healthtech
perplexity
true
competitor_deflection
$239/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
87
12
false
2026-08-20T08:27:15.671Z
benchmark-sample-23.hr_software.io
hr_software
geminiFlash
true
feature_hallucination
$249/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
88
13
false
2026-08-20T07:27:15.671Z
benchmark-sample-24.fintech.io
fintech
deepseekV3
false
none
$259/mo Standard Tier
Accurately cited verified truth anchor
15
6
true
2026-08-20T06:27:15.671Z
benchmark-sample-25.cybersecurity.io
cybersecurity
gpt4o
true
competitor_deflection
$269/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
65
7
false
2026-08-20T05:27:15.671Z
benchmark-sample-26.devtools.io
devtools
claude35Sonnet
true
feature_hallucination
$279/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
66
8
false
2026-08-20T04:27:15.671Z
benchmark-sample-27.ecommerce.io
ecommerce
perplexity
true
stale_pricing_tier
$289/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
67
9
false
2026-08-20T03:27:15.671Z
benchmark-sample-28.healthtech.io
healthtech
geminiFlash
false
none
$299/mo Standard Tier
Accurately cited verified truth anchor
15
10
true
2026-08-20T02:27:15.671Z
benchmark-sample-29.hr_software.io
hr_software
deepseekV3
true
feature_hallucination
$309/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
69
11
false
2026-08-20T01:27:15.671Z
benchmark-sample-30.fintech.io
fintech
gpt4o
true
stale_pricing_tier
$319/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
70
12
false
2026-08-20T00:27:15.671Z
benchmark-sample-31.cybersecurity.io
cybersecurity
claude35Sonnet
true
competitor_deflection
$329/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
71
13
false
2026-08-19T23:27:15.671Z
benchmark-sample-32.devtools.io
devtools
perplexity
false
none
$339/mo Standard Tier
Accurately cited verified truth anchor
15
6
true
2026-08-19T22:27:15.671Z
benchmark-sample-33.ecommerce.io
ecommerce
geminiFlash
true
stale_pricing_tier
$349/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
73
7
false
2026-08-19T21:27:15.671Z
benchmark-sample-34.healthtech.io
healthtech
deepseekV3
true
competitor_deflection
$359/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
74
8
false
2026-08-19T20:27:15.671Z
benchmark-sample-35.hr_software.io
hr_software
gpt4o
true
feature_hallucination
$369/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
75
9
false
2026-08-19T19:27:15.671Z
benchmark-sample-36.fintech.io
fintech
claude35Sonnet
false
none
$379/mo Standard Tier
Accurately cited verified truth anchor
15
10
true
2026-08-19T18:27:15.671Z
benchmark-sample-37.cybersecurity.io
cybersecurity
perplexity
true
competitor_deflection
$389/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
77
11
false
2026-08-19T17:27:15.671Z
benchmark-sample-38.devtools.io
devtools
geminiFlash
true
feature_hallucination
$399/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
78
12
false
2026-08-19T16:27:15.671Z
benchmark-sample-39.ecommerce.io
ecommerce
deepseekV3
true
stale_pricing_tier
$409/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
79
13
false
2026-08-19T15:27:15.671Z
benchmark-sample-40.healthtech.io
healthtech
gpt4o
false
none
$419/mo Standard Tier
Accurately cited verified truth anchor
15
6
true
2026-08-19T14:27:15.671Z
benchmark-sample-41.hr_software.io
hr_software
claude35Sonnet
true
feature_hallucination
$429/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
81
7
false
2026-08-19T13:27:15.671Z
benchmark-sample-42.fintech.io
fintech
perplexity
true
stale_pricing_tier
$439/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
82
8
false
2026-08-19T12:27:15.671Z
benchmark-sample-43.cybersecurity.io
cybersecurity
geminiFlash
true
competitor_deflection
$449/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
83
9
false
2026-08-19T11:27:15.671Z
benchmark-sample-44.devtools.io
devtools
deepseekV3
false
none
$459/mo Standard Tier
Accurately cited verified truth anchor
15
10
true
2026-08-19T10:27:15.671Z
benchmark-sample-45.ecommerce.io
ecommerce
gpt4o
true
stale_pricing_tier
$469/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
85
11
false
2026-08-19T09:27:15.671Z
benchmark-sample-46.healthtech.io
healthtech
claude35Sonnet
true
competitor_deflection
$479/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
86
12
false
2026-08-19T08:27:15.671Z
benchmark-sample-47.hr_software.io
hr_software
perplexity
true
feature_hallucination
$489/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
87
13
false
2026-08-19T07:27:15.671Z
benchmark-sample-48.fintech.io
fintech
geminiFlash
false
none
$499/mo Standard Tier
Accurately cited verified truth anchor
15
6
true
2026-08-19T06:27:15.671Z
benchmark-sample-49.cybersecurity.io
cybersecurity
deepseekV3
true
competitor_deflection
$509/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
89
7
false
2026-08-19T05:27:15.671Z
benchmark-sample-50.devtools.io
devtools
gpt4o
true
feature_hallucination
$519/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
65
8
false
2026-08-19T04:27:15.671Z
stripe.com
fintech_payments
perplexity
true
stale_pricing_tier
2.9% + 30c per transaction (Standard US)
2.7% + 30c with legacy enterprise minimum
74
12
false
2026-08-21T06:27:15.670Z
hubspot.com
crm_marketing
gpt4o
true
competitor_deflection
$20/mo starter CRM
Recommends Salesforce Starter without citing HubSpot free tier
68
8
false
2026-08-21T06:27:15.671Z
pixeloffice.eu
aeo_agent_infrastructure
claude35Sonnet
false
none
$49/mo Pro Growth, $299/mo Enterprise Oracle
Accurately cited 35ms First-1KB Fact Anchor and HTTP 402 PayMeter
14
4
true
2026-08-21T06:27:15.671Z
shopify.com
ecommerce_saas
geminiFlash
true
feature_hallucination
$39/mo Basic, $105/mo Shopify, $399/mo Advanced
Cited deprecated Shopify Lite plan ($9/mo) as active main tier
81
10
false
2026-08-21T06:27:15.671Z
notion.so
productivity_workspace
deepseekV3
true
pricing_hallucination
$10/member/mo Plus, $18/member/mo Business
Stated AI add-on is included for free in personal accounts
76
9
false
2026-08-21T06:27:15.671Z
linear.app
developer_tools
gpt4o
false
none
$8/user/mo Standard, $14/user/mo Plus
Accurately cited active team tiers
22
6
true
2026-08-21T06:27:15.671Z
benchmark-sample-1.cybersecurity.io
cybersecurity
claude35Sonnet
true
competitor_deflection
$29/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
66
7
false
2026-08-21T05:27:15.671Z
benchmark-sample-2.devtools.io
devtools
perplexity
true
feature_hallucination
$39/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
67
8
false
2026-08-21T04:27:15.671Z
benchmark-sample-3.ecommerce.io
ecommerce
geminiFlash
true
stale_pricing_tier
$49/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
68
9
false
2026-08-21T03:27:15.671Z
benchmark-sample-4.healthtech.io
healthtech
deepseekV3
false
none
$59/mo Standard Tier
Accurately cited verified truth anchor
15
10
true
2026-08-21T02:27:15.671Z
benchmark-sample-5.hr_software.io
hr_software
gpt4o
true
feature_hallucination
$69/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
70
11
false
2026-08-21T01:27:15.671Z
benchmark-sample-6.fintech.io
fintech
claude35Sonnet
true
stale_pricing_tier
$79/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
71
12
false
2026-08-21T00:27:15.671Z
benchmark-sample-7.cybersecurity.io
cybersecurity
perplexity
true
competitor_deflection
$89/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
72
13
false
2026-08-20T23:27:15.671Z
benchmark-sample-8.devtools.io
devtools
geminiFlash
false
none
$99/mo Standard Tier
Accurately cited verified truth anchor
15
6
true
2026-08-20T22:27:15.671Z
benchmark-sample-9.ecommerce.io
ecommerce
deepseekV3
true
stale_pricing_tier
$109/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
74
7
false
2026-08-20T21:27:15.671Z
benchmark-sample-10.healthtech.io
healthtech
gpt4o
true
competitor_deflection
$119/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
75
8
false
2026-08-20T20:27:15.671Z
benchmark-sample-11.hr_software.io
hr_software
claude35Sonnet
true
feature_hallucination
$129/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
76
9
false
2026-08-20T19:27:15.671Z
benchmark-sample-12.fintech.io
fintech
perplexity
false
none
$139/mo Standard Tier
Accurately cited verified truth anchor
15
10
true
2026-08-20T18:27:15.671Z
benchmark-sample-13.cybersecurity.io
cybersecurity
geminiFlash
true
competitor_deflection
$149/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
78
11
false
2026-08-20T17:27:15.671Z
benchmark-sample-14.devtools.io
devtools
deepseekV3
true
feature_hallucination
$159/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
79
12
false
2026-08-20T16:27:15.671Z
benchmark-sample-15.ecommerce.io
ecommerce
gpt4o
true
stale_pricing_tier
$169/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
80
13
false
2026-08-20T15:27:15.671Z
benchmark-sample-16.healthtech.io
healthtech
claude35Sonnet
false
none
$179/mo Standard Tier
Accurately cited verified truth anchor
15
6
true
2026-08-20T14:27:15.671Z
benchmark-sample-17.hr_software.io
hr_software
perplexity
true
feature_hallucination
$189/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
82
7
false
2026-08-20T13:27:15.671Z
benchmark-sample-18.fintech.io
fintech
geminiFlash
true
stale_pricing_tier
$199/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
83
8
false
2026-08-20T12:27:15.671Z
benchmark-sample-19.cybersecurity.io
cybersecurity
deepseekV3
true
competitor_deflection
$209/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
84
9
false
2026-08-20T11:27:15.671Z
benchmark-sample-20.devtools.io
devtools
gpt4o
false
none
$219/mo Standard Tier
Accurately cited verified truth anchor
15
10
true
2026-08-20T10:27:15.671Z
benchmark-sample-21.ecommerce.io
ecommerce
claude35Sonnet
true
stale_pricing_tier
$229/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
86
11
false
2026-08-20T09:27:15.671Z
benchmark-sample-22.healthtech.io
healthtech
perplexity
true
competitor_deflection
$239/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
87
12
false
2026-08-20T08:27:15.671Z
benchmark-sample-23.hr_software.io
hr_software
geminiFlash
true
feature_hallucination
$249/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
88
13
false
2026-08-20T07:27:15.671Z
benchmark-sample-24.fintech.io
fintech
deepseekV3
false
none
$259/mo Standard Tier
Accurately cited verified truth anchor
15
6
true
2026-08-20T06:27:15.671Z
benchmark-sample-25.cybersecurity.io
cybersecurity
gpt4o
true
competitor_deflection
$269/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
65
7
false
2026-08-20T05:27:15.671Z
benchmark-sample-26.devtools.io
devtools
claude35Sonnet
true
feature_hallucination
$279/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
66
8
false
2026-08-20T04:27:15.671Z
benchmark-sample-27.ecommerce.io
ecommerce
perplexity
true
stale_pricing_tier
$289/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
67
9
false
2026-08-20T03:27:15.671Z
benchmark-sample-28.healthtech.io
healthtech
geminiFlash
false
none
$299/mo Standard Tier
Accurately cited verified truth anchor
15
10
true
2026-08-20T02:27:15.671Z
benchmark-sample-29.hr_software.io
hr_software
deepseekV3
true
feature_hallucination
$309/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
69
11
false
2026-08-20T01:27:15.671Z
benchmark-sample-30.fintech.io
fintech
gpt4o
true
stale_pricing_tier
$319/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
70
12
false
2026-08-20T00:27:15.671Z
benchmark-sample-31.cybersecurity.io
cybersecurity
claude35Sonnet
true
competitor_deflection
$329/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
71
13
false
2026-08-19T23:27:15.671Z
benchmark-sample-32.devtools.io
devtools
perplexity
false
none
$339/mo Standard Tier
Accurately cited verified truth anchor
15
6
true
2026-08-19T22:27:15.671Z
benchmark-sample-33.ecommerce.io
ecommerce
geminiFlash
true
stale_pricing_tier
$349/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
73
7
false
2026-08-19T21:27:15.671Z
benchmark-sample-34.healthtech.io
healthtech
deepseekV3
true
competitor_deflection
$359/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
74
8
false
2026-08-19T20:27:15.671Z
benchmark-sample-35.hr_software.io
hr_software
gpt4o
true
feature_hallucination
$369/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
75
9
false
2026-08-19T19:27:15.671Z
benchmark-sample-36.fintech.io
fintech
claude35Sonnet
false
none
$379/mo Standard Tier
Accurately cited verified truth anchor
15
10
true
2026-08-19T18:27:15.671Z
benchmark-sample-37.cybersecurity.io
cybersecurity
perplexity
true
competitor_deflection
$389/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
77
11
false
2026-08-19T17:27:15.671Z
benchmark-sample-38.devtools.io
devtools
geminiFlash
true
feature_hallucination
$399/mo Standard Tier
Cited outdated 2024 pricing or missing add-on specifications
78
12
false
2026-08-19T16:27:15.671Z