Small business=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 79 → 72 of 106
1 category · RankedNovisto
37Judge labels
3First choices
4Negative 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
3% in ESG and carbon reporting for mid-market buyers
Rank 6 of 110 in the mid-market standingaccepted challenger
1 of 14 models made it the first choice on the direct prompt; 7% of its 14 labels there were negative.
What the models named instead of Novisto →By buyer segmentRead the same way at every buyer size.
Small business84 of 110
0%5 labels
under the label threshold
Mid-market6 of 110
3%14 labels
accepted challenger
Enterprise7 of 86
2%18 labels
accepted challenger
In esg and carbon reporting · 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 Novisto 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 |
|---|---|---|---|---|---|---|---|
| ESG and carbon reporting | Equity and corporate | 3% | 6 of 110 | 7% | 14 | accepted challenger | ▼−8Since September 2026: 10% → 2%, −8 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, Novisto held within the floor in its one category: no change cleared 10 points.
Best category · ESG and carbon reporting · by segment
Mid-market▼−8Since September 2026: 10% → 2%, −8 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
2%from 10% in September 2026
Inside the floor by 2 pointsRank 3 → 11 of 96
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 16 → 11 of 75
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| ESG and carbon reporting | 10% | 2% | ▼−8Since September 2026: 10% → 2%, −8 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 3 → 6 of 110 |
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 Novisto 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 Novisto 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 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.1 Fast | 0 | 1 | 0 | 1 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 1 | 0 | 0 | 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
Direct12 labels2
Paraphrase0 labelsNone
Comparative14 labelsNone
Budget-constrained2 labelsNone
Scale-constrained4 labels1
Negative5 labelsNone
First choiceAlternativeMentionNegative37 labels in all, every segment counted; 3 of the 3 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.
“I'd suggest focusing on vendors like Greenly, Novisto, Tracera, or Watershed - they're scaled for your stage” MiniMax M2.5 · ESG and carbon reporting · scale prompt · first choice
“Novisto — Best for mid-market and large companies doing ESG reporting” Muse Glimmer 30B · ESG and carbon reporting · direct prompt · first choice
“Choose IBM Envizi or Novisto if: ... need a centralized "system of record" to manage data quality and governance” Qwen 3.7 Flash · ESG and carbon reporting · comparative prompt · alternative
“Choose Novisto instead if your primary need is complex multi-framework data governance” DeepSeek V4 Flash · ESG and carbon reporting · 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.
“Data import issues, "finicky" Power BI, complex setup/navigation.” Grok 4.1 Fast · ESG and carbon reporting · negative prompt · soft negative
Named alongside
The products named in the same answers as Novisto, over the 37 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Novisto was named but was not.ShowHide
Named alongside
The products named in the same answers as Novisto, over the 37 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Novisto 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 Novisto. 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 37 of the 37 answers that named Novisto and are not a share of its labels.
Domains cited
guideflow.com26
onestopesg.com23
fanruan.com16
coolset.com15
pulsora.com15
tracera.com15
emissiontwin.com13
csr-tools.com10
gartner.com10
g2.com9
152 of the 152 domain citations in answers naming Novisto came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
novisto.com is not in Google's top ten for any of the category's searches. In the answers, Novisto takes 3% of first choices and Greenly takes 36%.ShowHide
Search and answers
novisto.com is not in Google's top ten for any of the category's searches. In the answers, Novisto takes 3% of first choices and Greenly takes 36%.
ShowHideIn search
Google, US estimatesPosition for “esg reporting software”
–
not in the top ten
Position for “esg reporting platforms”
–
not in the top ten
- Searches for its name, Google
- 320 a month (“novisto”)
- AI search demand for its name, est.
- 4 a month
- Organic visits to its site
- about 862 a month
- Searches its site ranks for
- 541 · 18 in the top three
- Sites linking to it
- 680
- Paid Google search
- 1 searches its ads show for, about 3 clicks and $0 a month (estimate)
In answers
This editionShare of first choices
3%
rank 6 of 110 in ESG and carbon reporting
Segment leader
36%
Greenly
- First choices
- 3 across its categories
- Named in
- 37 answers
- Its own site cited
- in 37 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 novisto.com
369
subdomains included
Content
243
counted in the table below
Documentation
5
Product · Integration
18 · 0
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 146 | 10 | 2026-09-08 | Accounting software, ESG and carbon reporting | |
| News or press | 45 | 4 | 2026-09-25 | ESG and carbon reporting | |
| Webinar or virtual event | 24 | 3 | 2026-08-25 | ||
| Glossary or explainer | 11 | 1 | 2026-07-06 | ||
| Report or ebook | 7 | 0 | 2024-01-31 | ||
| Case study | 5 | 1 | 2026-07-09 | ||
| Podcast or video | 4 | 0 | 2025-12-10 | ||
| Conference or event | 1 | 0 | 2025-04-30 |
Most recent
- 2026-09-25Canada top growing companies 2026 globe and mail news or press
- 2026-09-18Esg regulatory update september 2026 news or press
- 2026-09-08Double materiality assessments made easier blog
- 2026-09-03Esg language changes sustainability blog
- 2026-08-25Simplified esrs csrd reporting webinar 2 webinar or virtual event
- 2026-08-2410 essential csrd and esrs facts blog
How it is countedHide how it is counted
Every page novisto.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 Novisto
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
Novisto is its own company.ShowHide
The company
Novisto is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- Next-Generation Sustainability Management Software
- For
- global enterprises
- Price stated
- $ novisto.com
- Certifications
- SOC 2 Type II compliance
- Customers named
- BalchemPagerDutyC.A.T. GroupCAECrocsDefinityDouglas DynamicsGBL
- Not stated on the pages read
- Starting price, free plan or trial, integrations, hosting
What Novisto's own pages state, read September 28, 2026: novisto.com, novisto.com/product/security, novisto.com/product/manage, novisto.com/customers, novisto.com/company/partners. 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 Novisto'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 Novisto, 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 Novisto by email, built from the raw record of the edition. It shows:
- where Novisto 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 Novisto, 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.