# Background screening for small business buyers: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "background check provider" and as "employment screening service", six framings each, to fourteen models with search on, on behalf of a small B2B company. Page: https://www.gane.ai/index/hr/talent/background-screening/2026-11/smb

**Standing:** GoodHire leads with 42% of first choices; verdict clear leader. 55 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [GoodHire](https://www.gane.ai/index/hr/vendors/goodhire/index.md) | 42% | 0% | 58 |
| 2 | [Checkr](https://www.gane.ai/index/hr/vendors/checkr/index.md) | 31% | 10% | 60 |
| 3 | [Certn](https://www.gane.ai/index/hr/vendors/certn/index.md) | 4% | 0% | 38 |
| 4 | [BackgroundChecks.com](https://www.gane.ai/index/hr/vendors/backgroundchecks-com/index.md) | 4% | 9% | 35 |
| 7 | [ShareAble for Hires](https://www.gane.ai/index/hr/vendors/shareable-for-hires/index.md) | 2% | 0% | 12 |
| 8 | [Accurate Background](https://www.gane.ai/index/hr/vendors/accurate-background/index.md) | 2% | 14% | 14 |
| 55 | [First Advantage](https://www.gane.ai/index/hr/vendors/first-advantage/index.md) | 0% | 50% | 12 |
| 70 | [HireRight](https://www.gane.ai/index/hr/vendors/hireright/index.md) | 0% | 60% | 15 |
| 71 | [Sterling](https://www.gane.ai/index/hr/vendors/sterling/index.md) | 0% | 65% | 17 |
| 75 | [TruthFinder](https://www.gane.ai/index/hr/vendors/truthfinder/index.md) | 0% | 100% | 10 |

Rank is by share of first choices among all 75 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: GoodHire; alternatives Checkr, HireShield, Verified First, Vetty
- GPT-5.4 mini: Checkr; alternatives ADP RUN, Atlantic Employee Screening, BackgroundChecks.com
- Gemini 3.5 Flash: Checkr; alternatives Certn, ShareAble for Hires, Verified First
- Perplexity Sonar: Checkr; alternatives ADP RUN, Certn, GCheck, GoodHire
- Grok 4.20: BackgroundChecks.com; alternatives Certn, Checkr, GoodHire
- Mistral Small: Certn, Checkr; alternatives GoodHire, Mitratech AssureHire
- DeepSeek V4 Flash: Checkr; alternatives BackgroundChecks.com, Business Screen, Certn, GoodHire
- Llama 4 Maverick: Checkr; alternatives Certn, Mitratech AssureHire
- Qwen 3.7 Flash: Envestro; alternatives Checkster, Crunch, Dun & Bradstreet, GoodHire
- Kimi K2: Accurate Background, GoodHire; alternatives BackgroundChecks.com, Certn, Checkr
- GLM 4.7 FlashX: GoodHire; alternatives Accurate Background, BackgroundChecks.com, Certn, Checkr
- MiniMax M2.5: GoodHire; alternatives Backgrounds Online, Certn, Checkr
- GPT-6 Luna: Checkr; alternatives GoodHire
- Muse Glimmer 30B: GoodHire; alternatives BackgroundChecks.com, Certn, Checkr

## Sources the answers cite

76 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- checkr.com: 32 answers, 35 citations
- fitsmallbusiness.com: 32 answers, 34 citations
- mitratech.com: 30 answers, 31 citations
- leadchangegroup.com: 26 answers, 33 citations
- bib.com: 26 answers, 32 citations
- goodhire.com: 25 answers, 32 citations
- firsthr.app: 23 answers, 23 citations
- accusourcehr.com: 19 answers, 22 citations

Pages named in the most answers:

- https://fitsmallbusiness.com/best-background-check-companies (31 answers)
- https://mitratech.com/resource-hub/blog/top-2026-background-check-vendors (28 answers)
- https://firsthr.app/compare/general/employee-background-check-services (22 answers)
- https://leadchangegroup.com/background-check-services/small-business (19 answers)
- https://checkr.com/resources/articles/best-background-checks (15 answers)
- https://goodhire.com/background-checks/small-business (15 answers)
- https://techradar.com/best/employee-background-check-services-sites-online (15 answers)
- https://bib.com/blog/background-checks-for-small-businesses (12 answers)
- https://informationdirect.us/blog/best-background-check-companies-small-business (11 answers)
- https://accusourcehr.com/blog/best-background-check-companies (9 answers)

## Warned against

- Sterling: 11 of 17 labels negative. "Avoid Enterprise Platforms: Providers like *Sterling* or *HireRight* are built for large corporations" (Gemini 3.5 Flash, budget prompt)
- TruthFinder: 10 of 10 labels negative. "The FTC alleged that TruthFinder and Instant Checkmate marketed reports for employment and tenant screening while failing to ensure maximum possible accuracy." (GPT-5.4 mini, negative prompt)
- Spokeo: 8 of 9 labels negative. "Consumer sites like TruthFinder, BeenVerified and Spokeo are cheaper for personal searches but are not appropriate for hiring under FCRA." (Muse Glimmer 30B, budget prompt)
- HireRight: 9 of 15 labels negative. "HireRight experienced a sharp increase in complaints... The company has settled lawsuits alleging it incorrectly reported job candidates as convicted murderers and drug dealers" (Claude Haiku 4.5, negative prompt)

## Movement since October 2026

Floor: 13 points of share, measured on the calibration repeat.
Same leader: GoodHire at 42%.

- BackgroundChecks.com: 12% to 4%, −8. Inside the floor by 5 points · rank 3 → 4 of 75.
- Certn: 6% to 4%, −2. Inside the floor by 11 points · rank 4 → 3 of 75.
- ShareAble for Hires: 4% to 2%, −2. Inside the floor by 11 points · rank 5 → 7 of 75.
- Accurate Background: 0% to 2%, +2. Inside the floor by 11 points · rank 10 → 8 of 75.
- GoodHire: 41% to 42%, +1. Inside the floor by 12 points · rank 1 of 75, unchanged.
- Checkr: 31% to 31%, ±0. Inside the floor by 13 points · rank 2 of 75, unchanged.
- First Advantage: 0% to 0%, ±0. Inside the floor by 13 points · rank 54 → 55 of 75.
- HireRight: 0% to 0%, ±0. Inside the floor by 13 points · rank 58 → 70 of 75.
- Sterling: 0% to 0%, ±0. Inside the floor by 13 points · rank 55 → 71 of 75.
- TruthFinder: 0% to 0%, ±0. Inside the floor by 13 points · rank 59 → 75 of 75.

## Record

- Method: https://www.gane.ai/index/hr/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/hr.