# Checkr vs GoodHire: which do AI models recommend for background screening, October 2026

HR AI Recommendation Index, October 2026 Edition, Background screening. Eight of fourteen models named Checkr first on the direct prompt; one named GoodHire. Page: https://hr-ai-index.com/talent/background-screening/checkr-vs-goodhire/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Checkr | 31% | #1 of 12 | 8% | 48 | 14 of 14 |
| GoodHire | 16% | #2 of 12 | 0% | 42 | 13 of 14 |

## The direct prompt, model by model

- Claude Haiku 4.5: checkr first (first choices: Accurate Background, Checkr) (alternatives: Mitratech AssureHire)
- GPT-5.4 mini: checkr first (first choices: Checkr) (alternatives: Atlantic Employee Screening, Certn, Hireology)
- Gemini 3.5 Flash: checkr first (first choices: Checkr) (alternatives: Accurate Background, Certn, Verified First)
- Perplexity Sonar: checkr first (first choices: Checkr) (alternatives: Accurate Background, GoodHire, Mitratech AssureHire)
- Kimi K2: checkr first (first choices: Checkr) (alternatives: Accurate Background, Certn, GoodHire, iprospectcheck)
- GLM 4.7 FlashX: checkr first (first choices: Certn, Checkr) (alternatives: Accurate Background, Cisive, GoodHire)
- MiniMax M2.5: checkr first (first choices: Checkr, HireRight) (alternatives: Accurate Background, GoodHire, IntelliCorp)
- GPT-6 Luna: checkr first (first choices: Checkr) (alternatives: Accurate Background, First Advantage)
- Qwen 3.7 Flash: goodhire first (first choices: GoodHire) (alternatives: Accurate Background, Checkr, CredCheck, Dun & Bradstreet, Sovren, Verified First)
- Grok 4.1 Fast: neither first, one named (first choices: Sterling) (alternatives: Checkr, GoodHire, HireRight)
- DeepSeek V4 Flash: neither first, one named (first choices: Accurate Background) (alternatives: Certn, Checkr, GoodHire)
- Llama 4 Maverick: neither first, one named (first choices: Mitratech AssureHire) (alternatives: Accurate Background, BackgroundChecks.com, Certn, GoodHire, HireShield)
- Muse Glimmer 30B: neither first, one named (first choices: Bchex, Verified First) (alternatives: Accurate Background, DISA Global Solutions, GoodHire, Mitratech AssureHire, Orange Tree)
- Mistral Small: neither named (first choices: Mitratech AssureHire) (alternatives: Accurate Background, Sterling)

## What the models said about Checkr

- "Checkr is the most frequently sued background check company" (Claude Haiku 4.5, negative prompt, hard negative)
- "466 complaints in 3 years ... often about delays, errors, or unresolved issues in employment screening" (Grok 4.1 Fast, negative prompt, soft negative)
- "Checkr has faced a sharp spike in CFPB complaints and numerous class-action lawsuits" (Gemini 3.5 Flash, negative prompt, soft negative)
- "Market leader for high-volume / tech and gig hiring. "the best background check tools for recruiters in 2026 are Checkr (market leader with 120,000+ customers and AI-powered workflows)"" (Muse Glimmer 30B, comparative prompt, first choice)
- "Checkr excels in speed/tech integrations; ... Fast (AI-powered), scalable for high-volume/gig economy, 200+ ATS integrations" (Grok 4.1 Fast, comparative prompt, first choice)
- "API-first architecture — one of the most technically advanced platforms... Checkr for its API-first speed and automation" (DeepSeek V4 Flash, comparative prompt, first choice)

## What the models said about GoodHire

- "If you want a platform that automates the complex legal disclosures and adverse action forms to protect you from lawsuits: Go with GoodHire ($29.99)." (Gemini 3.5 Flash, budget prompt, first choice)
- "Best Value for Small Businesses: GoodHire offers affordable background checks for small businesses starting at $29.99." (Claude Haiku 4.5, budget prompt, first choice)
- "Start with GoodHire for the best mix of price transparency and user experience." (Qwen 3.7 Flash, paraphrase prompt, first choice)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.