# GoodHire vs Accurate Background: which do AI models recommend for background screening, September 2026

HR AI Recommendation Index, September 2026 Edition, Background screening. One of twelve models named GoodHire first on the direct prompt; one named Accurate Background. Page: https://hr-ai-index.com/talent/background-screening/goodhire-vs-accurate-background/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| GoodHire | 14% | #2 of 10 | 2% | 41 | 12 of 12 |
| Accurate Background | 2% | #6 of 10 | 7% | 27 | 12 of 12 |

## The direct prompt, model by model

- Mistral Small: goodhire first (first choices: Checkr, GoodHire) (alternatives: Certn)
- Kimi K2: accurate background first (first choices: Accurate Background, Checkr) (alternatives: Bchex, Certn, Mitratech AssureHire, Verified First)
- Claude Haiku 4.5: neither first, one named (first choices: EDIFY Screening) (alternatives: Accurate Background, First Advantage, HireRight, iprospectcheck)
- GPT-5.4 mini: neither first, one named (first choices: Checkr) (alternatives: GoodHire, HireRight, Sterling)
- Gemini 3.5 Flash: neither first, one named (first choices: Verified First) (alternatives: Accurate Background, Checkr, iprospectcheck)
- Perplexity Sonar: neither first, one named (first choices: Mitratech AssureHire) (alternatives: Bchex, Checkr, GoodHire, Verified First)
- Grok 4.1 Fast: neither first, one named (first choices: Checkr) (alternatives: Accurate Background, Bchex, GoodHire, Verified First)
- Llama 4 Maverick: neither first, one named (first choices: BackgroundChecks.com) (alternatives: Bchex, GoodHire, Mitratech AssureHire)
- Qwen 3.7 Flash: neither first, one named (first choices: Checkr) (alternatives: Certn, First Advantage, GoodHire)
- GLM 4.7 FlashX: neither first, one named (first choices: Checkr) (alternatives: Accurate Background, Certn, GoodHire, Verified First)
- MiniMax M2.5: neither first, one named (first choices: Checkr) (alternatives: Certn, GoodHire)
- DeepSeek V4 Flash: neither named (first choices: Verified First) (alternatives: Certn, Checkr, Orange Tree)

## What the models said about GoodHire

- "Checkr acquired GoodHire, so the product roadmap and support structure may be evolving" (Kimi K2, direct prompt, soft negative)
- "My Verdict: Start with a demo from GoodHire. They strike the safest balance between the capability of an enterprise company and the agility of a startup." (Qwen 3.7 Flash, paraphrase prompt, first choice)
- "GoodHire - Great for small-to-mid-sized companies, offers transparent pricing and packages starting around $30/check" (MiniMax M2.5, budget prompt, first choice)
- "providers like GoodHire (for ease of use) ... are generally recommended over the cheapest aggregators" (Qwen 3.7 Flash, negative prompt, first choice)

## What the models said about Accurate Background

- "Provider to research carefully: Accurate Information Corp (AIC). ... AIC has faced long-standing criticism from HR professionals regarding accuracy" (Qwen 3.7 Flash, negative prompt, soft negative)
- "frequently cite them for errors and poor customer service" (DeepSeek V4 Flash, negative prompt, soft negative)
- "Safe overall pick: Accurate Background or Checkr—both offer strong mid-market solutions" (Kimi K2, direct prompt, first choice)
- "These providers focus specifically on affordability and FCRA compliance for SMBs. They may be less feature-rich than Checkr but are strong on price." (Qwen 3.7 Flash, budget prompt, alternative)
- "Serves enterprise and mid-sized organizations with tailored solutions for healthcare credentialing, DOT compliance, and financial services" (Claude Haiku 4.5, direct prompt, alternative)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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.