Every category where a model named Accurate Background for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant
Background screening	Talent acquisition	2%	6 of 59	7%	27	accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for Accurate Background yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Accurate Background across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	First choice	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	0	1	2	0	3
GPT-5.4 mini	0	1	0	0	1
Gemini 3.5 Flash	0	2	0	0	2
Perplexity Sonar	0	0	1	0	1
Grok 4.1 Fast	0	2	0	0	2
Mistral Small	0	1	1	0	2
DeepSeek V4 Flash	0	1	2	1	4
Llama 4 Maverick	0	0	2	0	2
Qwen 3.7 Flash	0	2	0	1	3
Kimi K2	1	2	0	0	3
GLM 4.7 FlashX	0	2	0	0	2
MiniMax M2.5	0	1	1	0	2

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct12 labels1

Paraphrase13 labelsNone

Comparative22 labelsNone

Budget-constrained5 labels2

Scale-constrained5 labelsNone

Negative10 labelsNone

First choiceAlternativeMentionNegative67 labels in all, every segment counted; 3 of the 3 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“Safe overall pick: Accurate Background or Checkr—both offer strong mid-market solutions” Kimi K2 · Background screening · 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 · Background screening · budget prompt · alternative

“Serves enterprise and mid-sized organizations with tailored solutions for healthcare credentialing, DOT compliance, and financial services” Claude Haiku 4.5 · Background screening · direct prompt · alternative

“highlighted for its flexibility and cost-effective pay-as-you-go plan, making it a strong choice for small to mid-sized businesses” Mistral Small · Background screening · paraphrase prompt · alternative

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

“Provider to research carefully: Accurate Information Corp (AIC). ... AIC has faced long-standing criticism from HR professionals regarding accuracy” Qwen 3.7 Flash · Background screening · negative prompt · soft negative

“frequently cite them for errors and poor customer service” DeepSeek V4 Flash · Background screening · negative prompt · soft negative

Named alongside

The products named in the same answers as Accurate Background, over the 67 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Accurate Background was named but was not.

ProductSame answerTook the first choice insteadHead to head

Checkr61 of 6727Not in the top three

HireRight55 of 674Not in the top three

First Advantage47 of 6712Not in the top three

GoodHire40 of 675Not in the top three

Sterling39 of 671Not in the top three

Certn21 of 671Not in the top three

Verified First16 of 671Not in the top three

Bchex10 of 670Not in the top three

Mitratech AssureHire10 of 670Not in the top three

BackgroundChecks.com8 of 671Not in the top three

A head-to-head page exists where both products are in a category's top three. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Accurate Background. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 58 of the 67 answers that named Accurate Background and are not a share of its labels.

Domains cited

checkr.com43

bib.com42

vetty.co32

fadv.com28

expertinsights.com21

pin.com20

checkrreviews.com17

goodhire.com17

mitratech.com17

verify.turingcerts.com16

253 of the 253 domain citations in answers naming Accurate Background came from somebody else's page.

Pages cited

bib.com/blog/best-background-screening-companies-comparison40

checkr.com/resources/articles/best-background-checks35

vetty.co/blog/best-background-check-companies-for-employers-in-2026-complete-comparison-gu30

fadv.com/article/background-check-providers27

expertinsights.com/compliance/the-top-background-check-solutions21

pin.com/blog/background-check-tools-recruiters20

checkrreviews.com/best-background-check-services17

mitratech.com/resource-hub/blog/top-2026-background-check-vendors16

Pages are listed as the models cited them.

Names read as Accurate Background

What the judge wrote, as written, with how often. The vendor table decides that these count as Accurate Background; a claim can dispute any of them.

Accurate 9Accurate Information Corp (AIC) 1AccurateNow 1AccurateNow / ShareAble 1

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Accurate Background's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Accurate Background, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at accurate.com is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.