Small business▼−1Since September 2026: 4% → 3%, −1 point. Inside the 10-point floor: within noise. Read over the models both editions asked.
3%from 4% in September 2026
Inside the floor by 9 pointsRank 8 → 9 of 107
1 category · RankedSprinto
40Judge labels
5First choices
1Negative labels
13 / 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
6% in Internal controls for mid-market buyers
Rank 3 of 90 in the mid-market standingaccepted challenger
0 of 14 models made it the first choice on the direct prompt; 0% of its 15 labels there were negative.
What the models named instead of Sprinto →By buyer segmentRead the same way at every buyer size.
Small business9 of 111
3%17 labels
accepted challenger
Mid-market3 of 90
6%15 labels
accepted challenger
Enterprise24 of 64
0%7 labels
under the label threshold
In internal controls · 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 Sprinto 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 |
|---|---|---|---|---|---|---|---|
| Internal controls and SOX | Tax and compliance | 6% | 3 of 90 | 0% | 15 | accepted challenger | ▲+7Since September 2026: 0% → 7%, +7 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, Sprinto held within the floor in its one category: no change cleared 10 points.
Best category · Internal controls · by segment
Mid-market▲+7Since September 2026: 0% → 7%, +7 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
7%from 0% in September 2026
Inside the floor by 3 pointsRank 21 → 3 of 88
Enterprise=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 50 → 23 of 58
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Internal controls | 0% | 7% | ▲+7Since September 2026: 0% → 7%, +7 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 21 → 3 of 90 |
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 Sprinto 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 Sprinto 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 | 2 | 0 | 2 |
| GPT-5.4 mini | 1 | 1 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 1 | 2 | 0 | 0 | 3 |
| Perplexity Sonar | 1 | 1 | 0 | 0 | 2 |
| Grok 4.1 Fast | 0 | 2 | 0 | 0 | 2 |
| Mistral Small | 0 | 2 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 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
Direct2 labelsNone
Paraphrase15 labels2
Comparative13 labels3not counted in share
Budget-constrained7 labels3
Scale-constrained1 labelNone
Negative2 labelsNone
First choiceAlternativeMentionNegative40 labels in all, every segment counted; 5 of the 8 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.
“Sprinto is widely regarded as one of the most budget-friendly compliance automation platforms on the market.” Gemini 3.5 Flash · Internal controls · budget prompt · first choice
“Best overall budget pick: Sprinto for SMBs needing broader compliance workflows.” Perplexity Sonar · Internal controls · budget prompt · first choice
“Best overall for a limited budget: Sprinto or Secureframe” GPT-5.4 mini · Internal controls · budget prompt · first choice
“Opt for dedicated internal controls software ... (e.g., Sprinto, Archer, Pathlock, or SAP Process Control)” Grok 4.1 Fast · Internal controls · negative 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 Sprinto, over the 40 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Sprinto was named but was not.ShowHide
Named alongside
The products named in the same answers as Sprinto, over the 40 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Sprinto 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 Sprinto. 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 39 of the 40 answers that named Sprinto and are not a share of its labels.
Domains cited
sprinto.comYour site28
gitnux.org18
itechguides.com18
optro.ai15
zipdo.co14
metricstream.com13
worldmetrics.org13
mitti.com12
g2.com10
netwrix.com10
123 of the 151 domain citations in answers naming Sprinto came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
sprinto.com is not in Google's top ten for any of the category's searches. In the answers, Sprinto takes 6% of first choices and FloQast takes 25%.ShowHide
Search and answers
sprinto.com is not in Google's top ten for any of the category's searches. In the answers, Sprinto takes 6% of first choices and FloQast takes 25%.
ShowHideIn search
Google, US estimatesPosition for “internal controls tools”
–
not in the top ten
Position for “sox compliance software”
–
not in the top ten
- Searches for its name, Google
- 2,400 a month (“sprinto”)
- AI search demand for its name, est.
- 79 a month
- Organic visits to its site
- about 26,896 a month
- Searches its site ranks for
- 9,805 · 383 in the top three
- Sites linking to it
- 5,646
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This editionShare of first choices
6%
rank 3 of 90 in internal controls
Segment leader
25%
FloQast
- First choices
- 5 across its categories
- Named in
- 40 answers
- Its own site cited
- in 39 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 sprinto.com
3,238
subdomains included
Content
1,615
counted in the table below
Documentation
860
Product · Integration
10 · 1
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 812 | undated | |||
| Glossary or explainer | 433 | undated | |||
| Case study | 104 | undated | |||
| Comparison | 104 | undated | |||
| Template or tool | 55 | undated | |||
| Webinar or virtual event | 48 | undated | |||
| Report or ebook | 41 | undated | |||
| News or press | 13 | undated | |||
| Conference or event | 4 | undated | |||
| Podcast or video | 1 | undated |
Events in person
Last twelve months
- October 8, 2025 to October 9, 2025Cyber Security World AsiaMarina Bay, Singapore · attended
As the event pages on sprinto.com state them, read September 28, 2026.
How it is countedHide how it is counted
Every page sprinto.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 Sprinto
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
Sprinto is its own company.ShowHide
The company
Sprinto is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- Autonomous Trust Platform for Compliance, Risk & GRC
- For
- fast-growing businesses; startups, scaleups, and enterprises across industries
- Integrations claimed
- 300 sprinto.com
- Certifications
- SOC 2 CertificationISO 27001 CertificationISO 9001 CertificationGRC CertificationGDPR CertificationHIPAA CertificationPCI DSS CertificationISO 27001
- Hosting
- United States of America
- Customers named
- BilltrustJuspayThe Princeton ReviewXoxodayPaytmPractoJourneybeePrometeia
- Not stated on the pages read
- Price, starting price, free plan or trial
What Sprinto's own pages state, read September 28, 2026: sprinto.com, sprinto.com/pricing, trust.sprinto.com, sprinto.com/solutions/startups, sprinto.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 Sprinto'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 Sprinto, 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 Sprinto by email, built from the raw record of the edition. It shows:
- where Sprinto 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 Sprinto, 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 Sprinto is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.ShowHide
Badges
Wins only: a badge exists where Sprinto is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.
ShowHideSprinto is among the products AI models recommend first in Internal controls and SOX 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
Square · 240 × 240 LinkedIn, slides
Compact · 200 × 56 Email signature, footer
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.