Small business▼−2Since September 2026: 9% → 7%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
7%from 9% in September 2026
Inside the floor by 8 pointsRank 3 → 2 of 106
1 category · RankedSustain.Life
27Judge labels
3First choices
2Negative labels
11 / 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 ESG and carbon reporting for small business buyers
Rank 26 of 110 in the mid-market standing
0 of 14 models made it the first choice on the direct prompt; 0% of its 7 labels there were negative.
By buyer segmentRead the same way at every buyer size.
Small business2 of 110
6%20 labels
accepted challenger
Mid-market26 of 110
0%7 labels
under the label threshold
Enterprisenot named
0%
No model named it for this buyer.
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 Sustain.Life 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 | 0% | 26 of 110 | 0% | 7 | under 10 labels · led by Greenly at 36% | ▼−4Since September 2026: 4% → 0%, −4 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, Sustain.Life held within the floor in its one category: no change cleared 10 points.
Best category · ESG and carbon reporting · by segment
Mid-market▼−4Since September 2026: 4% → 0%, −4 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
0%from 4% in September 2026
Inside the floor by 6 pointsRank 10 → 25 of 96
EnterprisegoneNot named this edition; 0% in September 2026.
0%from 0% in September 2026
Inside the floor by 10 pointsNot ranked
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| ESG and carbon reporting | 4% | 0% | ▼−4Since September 2026: 4% → 0%, −4 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 10 → 26 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 Sustain.Life 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 Sustain.Life 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 | 2 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| 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
Direct4 labels1
Paraphrase0 labelsNone
Comparative2 labelsNone
Budget-constrained17 labels2
Scale-constrained2 labelsNone
Negative2 labels2not counted in share
First choiceAlternativeMentionNegative27 labels in all, every segment counted; 3 of the 5 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.
“pricing starts at $49/month (scalable for small businesses) and offers automated carbon emissions calculations” Claude Haiku 4.5 · ESG and carbon reporting · budget prompt · alternative
“Sustain.Life is a highly regarded option for growing businesses” Gemini 3.5 Flash · ESG and carbon reporting · budget prompt · alternative
“Sustain.Life and ESGgo are also strong choices for SMEs” Mistral Small · ESG and carbon reporting · budget prompt · alternative
“for SMBs (<100), Greenly, Sustain.Life, and Normative” Claude Haiku 4.5 · ESG and carbon reporting · 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.
No model argued against it.
Named alongside
The products named in the same answers as Sustain.Life, over the 27 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Sustain.Life was named but was not.ShowHide
Named alongside
The products named in the same answers as Sustain.Life, over the 27 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Sustain.Life 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 Sustain.Life. 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 27 of the 27 answers that named Sustain.Life and are not a share of its labels.
Domains cited
onestopesg.com15
councilfire.org14
coolset.com13
fanruan.com13
us.fitgap.com13
toolradar.com12
climefy.com10
tracera.com8
capterra.com7
executesg.com7
112 of the 112 domain citations in answers naming Sustain.Life came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
workiva.com ranks first on Google for the category's searches. In the answers, Sustain.Life takes 0% of first choices and Greenly takes 36%.ShowHide
Search and answers
workiva.com ranks first on Google for the category's searches. In the answers, Sustain.Life takes 0% 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”
2
- Searches for its name, Google
- 390 a month (“sustain.life”)
- AI search demand for its name, est.
- 0 a month
- Organic visits to its site
- about 58,186 a month
- Searches its site ranks for
- 7,258 · 772 in the top three
- Sites linking to it
- 5,677
- Paid Google search
- 1 searches its ads show for, about 1 clicks and $23 a month (estimate)
In answers
This editionShare of first choices
0%
rank 26 of 110 in ESG and carbon reporting
Segment leader
36%
Greenly
- First choices
- 3 across its categories
- Named in
- 27 answers
- Its own site cited
- in 27 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 workiva.com
413
subdomains included
Content
404
counted in the table below
Documentation
0
Product · Integration
0 · 0
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| News or press | 338 | undated | |||
| Conference or event | 66 | undated |
How it is countedHide how it is counted
Every page workiva.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 Sustain.Life
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.
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 Sustain.Life'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 Sustain.Life, 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 Sustain.Life by email, built from the raw record of the edition. It shows:
- where Sustain.Life 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 Sustain.Life, 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.