Every category where a model named LowerPlane 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
Compliance automation	Security operations	6%	5 of 54	0%	5	under 10 labels · led by Drata at 37%

Movement

This is the first edition on this tier, so no move can be computed for LowerPlane 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 LowerPlane across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

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

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

Direct0 labelsNone

Paraphrase0 labelsNone

Comparative1 labelNone

Budget-constrained10 labels6

Scale-constrained0 labelsNone

Negative0 labelsNone

First choiceAlternativeMentionNegative11 labels in all, every segment counted; 6 of the 6 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.

“LowerPlane or RealCISO offer the best balance of transparent pricing, framework coverage, and support” GLM 4.7 FlashX · Compliance automation · budget prompt · first choice

“LowerPlane has a free tier and a $4,000/year entry point for pre-Series A companies” Llama 4 Maverick · Compliance automation · budget prompt · first choice

“LowerPlane stands out as one of the best compliance automation platforms” Grok 4.1 Fast · Compliance automation · budget prompt · first choice

“LowerPlane: free tier and about $4,000/year entry pricing, best for pre-Series A teams” Perplexity Sonar · Compliance automation · budget 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.

No model argued against it.

Named alongside

The products named in the same answers as LowerPlane, over the 11 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and LowerPlane was named but was not.

ProductSame answerTook the first choice insteadHead to head

Vanta9 of 110Not in the top three

Drata8 of 110Not in the top three

Sprinto7 of 112Not in the top three

CATAAM4 of 111Not in the top three

HiComply3 of 110Not in the top three

Secureframe3 of 110Not in the top three

Scytale2 of 111Not in the top three

Comp AI2 of 110Not in the top three

ComplyJet2 of 110Not in the top three

Strike Graph2 of 110Not 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 LowerPlane. 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 11 of the 11 answers that named LowerPlane and are not a share of its labels.

Domains cited

auditxyz.com8

ciphrix.com8

orbiqhq.com7

topickz.com7

incorp.com6

lowerplane.comYour site6

cataam.com5

consilien.com5

optro.ai5

complyjet.com4

Fifty-five of the sixty-one domain citations in answers naming LowerPlane came from somebody else's page.

Pages cited

auditxyz.com/compare/best-compliance-automation-platforms8

topickz.com/list/best-compliance-automation7

ciphrix.com/blog/compliance-software/affordable-compliance-automation-tools6

incorp.com/resources/knowledge-base/best-compliance-tools6

orbiqhq.com/compliance-automation/compliance-automation-software6

cataam.com/compare/best-compliance-automation-software5

consilien.com/news/best-compliance-automation-platforms-20265

optro.ai/blog/compliance-automation-tools5

Pages are listed as the models cited them.

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 LowerPlane'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 LowerPlane, 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 lowerplane.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.