Every category where a model named Torii 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
SaaS management platforms	IT operations and endpoint	34%	1 of 64	9%	56	endorsed leader
IT asset management	IT operations and endpoint	0%	67 of 82	50%	2	under 10 labels · led by Freshservice at 31%	=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
IT financial management	IT operations and endpoint	0%	63 of 159	0%	2	under 10 labels · led by Nicus ITFM Platform at 9%
SaaS security posture management	Security operations	0%	81 of 95	50%	2	under 10 labels · led by Wing Security at 30%
Enterprise architecture tools	IT operations and endpoint	0%	58 of 113	0%	1	under 10 labels · led by SAP LeanIX at 25%

Movement

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

By model

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

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Model	First choice	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	0	0	1	0	1
GPT-5.4 mini	1	1	1	1	4
Gemini 3.5 Flash	2	5	0	0	7
Perplexity Sonar	0	1	0	0	1
Grok 4.20	3	1	1	0	5
Mistral Small	2	2	1	0	5
DeepSeek V4 Flash	3	1	1	2	7
Llama 4 Maverick	0	2	2	0	4
Qwen 3.7 Flash	2	1	1	0	4
Kimi K2	3	2	0	1	6
GLM 4.7 FlashX	1	1	2	0	4
MiniMax M2.5	1	0	2	2	5
GPT-6 Luna	2	0	2	0	4
Muse Glimmer 30B	2	1	2	1	6

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

Direct34 labels12

Paraphrase26 labels11

Comparative36 labels7not counted in share

Budget-constrained21 labels3

Scale-constrained23 labels2

Negative37 labels2not counted in share

First choiceAlternativeMentionNegative177 labels in all, every segment counted; 28 of the 37 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.

“Torii is the safest, highest-rated choice — it balances discovery, spend, and automation without the complexity of enterprise-tier tools.” DeepSeek V4 Flash · SaaS management · direct prompt · first choice

“If you want a single most-cited name for mid-market B2B in 2025-2026 reviews, it is Torii for rapid IT-led SaaS lifecycle automation” Muse Glimmer 30B · SaaS management · direct prompt · first choice

“Torii is highly recommended for mid-market companies needing strong SaaS discovery, license management, and workflow automation.” Mistral Small · SaaS management · direct prompt · first choice

“Torii | Mid-market IT | Seat-based, quote required | Widest integration breadth; best G2 satisfaction; strongest discovery” DeepSeek V4 Flash · SaaS management · scale prompt · first choice

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.

“Torii | $20,000–$50,000/year | Heavy automation for mid-market/enterprise” Kimi K2 · SaaS management · budget prompt · hard negative

“What to Avoid on a Budget ... Torii ($20K–$50K/year)” DeepSeek V4 Flash · SaaS management · budget prompt · hard negative

“Tools like Torii, Zluri, BetterCloud are best for SaaS inventory... They are not deep posture / configuration compliance engines.” Muse Glimmer 30B · SSPM · negative prompt · soft negative

“typically positioned more toward teams that want a broader "open" management platform than the absolute lowest-cost option” GPT-5.4 mini · SaaS management · budget prompt · soft negative

Named alongside

The products named in the same answers as Torii, over the 177 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Torii was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Zylo132 of 17729Compare →

Zluri122 of 1778Compare →

BetterCloud96 of 17710Compare →

Productiv54 of 1770Not among the top eight

Vendr43 of 1770Not among the top eight

Cledara34 of 17711Compare →

Flexera One33 of 1775Not among the top eight

Spendflo33 of 1770Compare →

Sastrify32 of 1770Not among the top eight

Corma31 of 1774Compare →

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 Torii. 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 172 of the 177 answers that named Torii and are not a share of its labels.

Domains cited

corma.io85

g2.com74

zluri.com68

zylo.com67

toriihq.comYour site64

cloudeagle.ai62

cloudnuro.ai51

growrk.com45

skima.ai45

bettercloud.com42

539 of the 603 domain citations in answers naming Torii came from somebody else's page.

Pages cited

corma.io/blog/top-15-saas-management-solutions-for-mid-sized-companies60

zluri.com/blog/saas-management-platforms51

growrk.com/blog/saas-management-platform45

skima.ai/blog/product-deep-dives/best-saas-management-platforms45

live-digital.co.uk/blog/best-saas-management-platforms36

corma.io/blog/best-saas-management-platforms-for-small-and-mid-size-companies-in-202635

spendhound.com/blog/best-saas-management-platforms32

corma.io/blog/20-best-saas-management-platforms-in-202630

Pages are listed as the models cited them.

Search and answers

Where Torii stands in Google search beside where it stands in the models' answers.

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In search

Google, US estimates

Position for “saas management platform”

–

not in the top ten

Position for “saas management platforms”

–

not in the top ten

Searches for its name, Google: 9,900 a month (“torii”)
AI search demand for its name, est.: 2,475 a month
Organic visits to its site: about 11,543 a month
Searches its site ranks for: 1,491 · 42 in the top three
Sites linking to it: 1,398
Paid Google search: 1 searches its ads show for, about 1 clicks and $0 a month (estimate)

Ads on GoogleDetailLess

36 ads · 26 text, 5 image, 5 video · 19 shown in the last 30 days

First shown April 2025, as Torii Software Inc, verified. Ads started 2025-11 to 2026-10: 20 in the year, 16 before.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

34%

rank 1 of 64 in saas management

First choices

across its categories

Named in: 177 answers
Its own site cited: in 172 of the answers that named it

Search figures are US estimates from DataForSEO, read October 5, 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

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Addresses on toriihq.com

1,012

subdomains included

Content

526

counted in the table below

Documentation

150

Product · Integration

18 · 273

Kind	Pages	Last 90 days	Latest	Categories named
Blog	456	9	2026-09-28	IGA, ITSM
Comparison	23	2	2026-09-11	ITAM
Case study	20	undated
Webinar or virtual event	16	undated
Glossary or explainer	5	0	2025-11-04
Template or tool	4	0	2023-03-24
Report or ebook	2	undated

Most recent

2026-09-2811 ways to use toriis ai management platform blog
2026-09-22Ai is the industrial utility of today blog
2026-09-11Top 5 zylo alternatives for saas management comparison
2026-09-08974 patches in one tuesday 2026 has already doubled the worst year blog
2026-09-022637 05 google shipped hard monthly spend caps for ai agents the 5th blog
2026-08-25How to Monitor Claude Billing and Anthropic API Spending (3 Methods) | Torii blog

How it is countedHide how it is counted

Every page toriihq.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 Torii

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

Torii is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: SaaS and AI Management; a leading SaaS Management Platform helping organizations discover, manage, and optimize their SaaS applications.
toriihq.com
For: Scale-up, Enterprise
toriihq.com
Price stated: Torii is priced to your environment — across SaaS Management, Identity Governance, and AI Management. Get a tailored quote and see the ROI before you commit. toriihq.com/pricing
Certifications: SOC 2 Type IIISO 27001GDPR
Customers named: SmartBearAkitaBoxCloudinaryAppsflyerHiBobOmnipresentPipedriveSmallpdf
Not stated on the pages read: Starting price, free plan or trial, integrations, hosting

What Torii's own pages state, read October 5, 2026: toriihq.com, toriihq.com/pricing, trust.toriihq.com, toriihq.com/solutions/access-reviews, toriihq.com/customers. 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 Torii'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 Torii, 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 Torii by email, built from the raw record of the edition. It shows:

where Torii 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 Torii, 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.

Badges

Wins only: a badge exists where Torii is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.

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AI models recommend Torii first in SaaS management platforms this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.

Wide · 320 × 104 Website, beside other badges

Show the code

<a href="https://it-ai-index.com/operations/saas-management-platforms/"><img src="https://it-ai-index.com/badges/2026-10/torii--saas-management-platforms-wide.svg" alt="AI models' first choice in SaaS management platforms, October 2026 Edition, IT AI Recommendation Index" width="320" height="104"></a>

Copy the code as it is. The link is part of the badge: it points at the SaaS management platforms standing, where the claim can be checked.

Square · 240 × 240 LinkedIn, slides

Show the code

<a href="https://it-ai-index.com/operations/saas-management-platforms/"><img src="https://it-ai-index.com/badges/2026-10/torii--saas-management-platforms-square.svg" alt="AI models' first choice in SaaS management platforms, October 2026 Edition, IT AI Recommendation Index" width="240" height="240"></a>

Copy the code as it is. The link is part of the badge: it points at the SaaS management platforms standing, where the claim can be checked.

Compact · 200 × 56 Email signature, footer

Show the code

<a href="https://it-ai-index.com/operations/saas-management-platforms/"><img src="https://it-ai-index.com/badges/2026-10/torii--saas-management-platforms-compact.svg" alt="AI models' first choice in SaaS management platforms, October 2026 Edition, IT AI Recommendation Index" width="200" height="56"></a>

Copy the code as it is. The link is part of the badge: it points at the SaaS management platforms standing, where the claim can be checked.

Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.