Small businessnewNew since September 2026: not ranked then, 0% now.
0%from 0% in September 2026
Inside the floor by 10 pointsRank 25 of 46, unchanged
1 category · RankedSpotnana
28Judge labels
1First choices
3Negative labels
12 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Best standing
2% in Corporate travel managem for enterprise buyers
Rank 13 of 61 in the mid-market standingaccepted challenger
0 of 14 models made it the first choice on the direct prompt; 8% of its 12 labels there were negative.
What the models named instead of Spotnana →By buyer segmentRead the same way at every buyer size.
Small business28 of 49
0%4 labels
under the label threshold
Mid-market13 of 61
0%12 labels
accepted challenger
Enterprise7 of 49
2%12 labels
accepted challenger
In corporate travel managem · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading
Standing by category
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 | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Corporate travel management | Spend and procurement | 0% | 13 of 61 | 8% | 12 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, Spotnana held within the floor in its one category: no change cleared 10 points.
Best category · Corporate travel managem · by segment
Mid-market=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 10 pointsRank 11 of 57, unchanged
Enterprise▲+2Since September 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
2%from 0% in September 2026
Inside the floor by 8 pointsRank 10 → 7 of 46
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Corporate travel managem | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 11 → 13 of 61 |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 10 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
By model
How each model treated Spotnana across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
How each model treated Spotnana across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 2 | 1 | 0 | 3 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 1 | 0 | 1 | 2 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
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
Direct3 labelsNone
Paraphrase2 labelsNone
Comparative11 labelsNone
Budget-constrained2 labels1
Scale-constrained4 labelsNone
Negative6 labelsNone
First choiceAlternativeMentionNegative28 labels in all, every segment counted; 1 of the 1 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.
“the top modern platforms to evaluate include Navan (formerly TripActions), TravelPerk, and Spotnana” Gemini 3.5 Flash · Corporate travel managem · scale prompt · alternative
“All-in-one mid-market platforms (Navan, Perk, Spotnana, TravelPerk, ITILITE) — Purpose-built for your size” DeepSeek V4 Flash · Corporate travel managem · scale prompt · alternative
“Want a more open platform or choice of TMC partner? Consider Spotnana.” GPT-6 Luna · Corporate travel managem · comparative prompt · alternative
“it built a modern, cloud-native Travel-as-a-Service (TaaS) platform” Gemini 3.5 Flash · Corporate travel managem · comparative 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.
“including options such as TravelPerk/Perk or Spotnana, deserve extra scrutiny if you need a live agent during disruptions” GPT-6 Luna · Corporate travel managem · negative prompt · soft negative
Named alongside
The products named in the same answers as Spotnana, over the 28 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.ShowHide
Named alongside
The products named in the same answers as Spotnana, over the 28 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.
ShowHideProductSame answerTook the first choice insteadHead to head
A head-to-head page exists where both products are among a category's top eight. 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, five of the fourteen in this edition, so these counts come from 28 of the 28 answers that named Spotnana and are not a share of its labels.
Domains cited
navan.com24
ottotheagent.com16
perk.com14
g2.com10
engine.com9
oncehub.com9
ramp.com9
bill.com8
learn.g2.com8
spotnana.comYour site8
107 of the 115 domain citations in answers naming Spotnana came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
spotnana.com is not in Google's top ten for any of the category's searches. In the answers, Spotnana takes 0% of first choices and Navan takes 53%.ShowHide
Search and answers
spotnana.com is not in Google's top ten for any of the category's searches. In the answers, Spotnana takes 0% of first choices and Navan takes 53%.
ShowHideIn search
Google, US estimatesPosition for “travel management platforms”
–
not in the top ten
Position for “corporate travel booking platform”
–
not in the top ten
- Searches for its name, Google
- 6,600 a month (“spotnana”)
- AI search demand for its name, est.
- 75 a month
- Organic visits to its site
- about 3,459 a month
- Searches its site ranks for
- 250 · 25 in the top three
- Sites linking to it
- 625
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This editionShare of first choices
0%
rank 13 of 61 in corporate travel managem
Segment leader
53%
Navan
- First choices
- 1 across its categories
- Named in
- 28 answers
- Its own site cited
- in 28 of the answers that named it
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
What it publishes
ShowHide
What it publishes
ShowHideAddresses on spotnana.com
540
subdomains included
Content
478
counted in the table below
Documentation
0
Product · Integration
1 · 0
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 256 | 13 | 2026-09-23 | ||
| News or press | 132 | 9 | 2026-09-10 | Corporate travel managem | |
| Podcast or video | 47 | 4 | 2026-08-13 | ||
| Case study | 16 | 1 | 2026-08-18 | ||
| Webinar or virtual event | 10 | 1 | 2026-07-08 | ||
| Glossary or explainer | 7 | 1 | 2026-09-23 | ||
| Report or ebook | 6 | 1 | 2026-09-10 | ||
| Conference or event | 2 | 0 | 2024-12-20 | ||
| Comparison | 2 | 0 | 2024-08-30 |
Most recent
- 2026-09-23Spotlight kelly stack blog
- 2026-09-23What is content fragmentation glossary or explainer
- 2026-09-15Spotnana welcomes genevieve juillard to our board of directors blog
- 2026-09-14Rich content seat maps blog
- 2026-09-10Spotnana builds deep direct integration with marriott blog
- 2026-09-10Spotnana and marriott international transform corporate hotel distribution with new direct integration news or press
How it is countedHide how it is counted
Every page spotnana.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
Follow Spotnana
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
The company
Spotnana is its own company.ShowHide
The company
Spotnana is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- Travel-as-a-Service platform
- For
- corporate travelers
- Certifications
- SSAE 18 SOC 2ISO-IEC 27001 2022PCI-DSS v4.0
- Customers named
- Marriott InternationalSolutions TravelCienaDirect TravelLufthansa GroupBrexSASQualtrics
- Not stated on the pages read
- Price, starting price, free plan or trial, integrations, hosting
What Spotnana's own pages state, read September 28, 2026: spotnana.com, trust.spotnana.com, spotnana.com/platform, spotnana.com/case-studies, spotnana.com/integrations. A claimed page can correct any of 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.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Spotnana by email, built from the raw record of the edition. It shows:
- where Spotnana is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Spotnana, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.