Every category where a model named Spotnana 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
Corporate travel management	Spend and procurement	0%	11 of 60	10%	10	accepted challenger

Movement

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

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

Direct7 labelsNone

Paraphrase2 labelsNone

Comparative11 labelsNone

Budget-constrained2 labelsNone

Scale-constrained2 labelsNone

Negative3 labelsNone

First choiceAlternativeMentionNegative27 labels in all, every segment counted; 0 of the 0 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.

“Spotnana's AI-driven platform is ideal, but be prepared to negotiate custom pricing through partners.” GLM 4.7 FlashX · Corporate travel managem · direct prompt · alternative

“Spotnana is ideal for companies needing advanced customization and modern tech integration.” Mistral Small · Corporate travel managem · direct prompt · alternative

“API-first platform rated 9.2/10, excellent for policy enforcement and approval traceability” Kimi K2 · Corporate travel managem · paraphrase prompt · alternative

“Choose Spotnana if you want a highly customizable, API-first platform” DeepSeek V4 Flash · Corporate travel managem · direct 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.

“Users report "constant errors requiring me to chat or call in to make reservations" and recent 1-star reviews.” DeepSeek V4 Flash · Corporate travel managem · negative prompt · hard negative

Named alongside

The products named in the same answers as Spotnana, over the 27 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Spotnana was named but was not.

ProductSame answerTook the first choice insteadHead to head

Navan26 of 2714Not in the top three

SAP Concur24 of 274Not in the top three

TravelPerk21 of 273Not in the top three

American Express Global Business Travel14 of 273Not in the top three

Amex GBT Egencia13 of 270Not in the top three

BCD Travel11 of 270Not in the top three

Ramp10 of 271Not in the top three

CWT7 of 270Not in the top three

Brex6 of 271Not in the top three

ITILITE4 of 270Not 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 Spotnana. 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 20 of the 27 answers that named Spotnana and are not a share of its labels.

Domains cited

gartner.com15

navan.com15

ottotheagent.com15

modernbusinesstravel.com13

worldmetrics.org12

routespring.com11

learn.g2.com10

engine.com8

g2.com8

pickmysoft.com8

115 of the 115 domain citations in answers naming Spotnana came from somebody else's page.

Pages cited

gartner.com/reviews/market/corporate-travel-management-software15

modernbusinesstravel.com/corporate/best-corporate-travel-management-platforms-202613

learn.g2.com/best-travel-management-software10

pickmysoft.com/blog/best-corporate-travel-booking-software8

worldmetrics.org/best/travel-management-software8

navan.com/blog/concur-vs-egencia-comparison7

ottotheagent.com/blog/best-corporate-travel-management-apps-20267

ottotheagent.com/blog/corporate-travel-management-software-mid-market7

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 Spotnana'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 Spotnana, 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 spotnana.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.