Small business▼−12Since September 2026: 46% → 34%, −12 points. Past the 11-point floor: movement. Read over the models both editions asked.
34%from 46% in September 2026
Cleared the floor by 1 pointRank 1 of 41, unchanged
2 categories · RankedDoppler
179Judge labels
47First choices
15Negative labels
14 / 14Models named it
2Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.
Best standing
39% in Secrets for small business buyers
Rank 2 of 59 in the mid-market standingaccepted challenger
9 of 14 models made it the first choice on the direct prompt; 0% of its 51 labels there were negative.
What the models named instead of Doppler →By buyer segmentStrongest at small business.
Small business1 of 43
39%67 labels
endorsed leader
Mid-market2 of 59
29%51 labels
accepted challenger
Enterprise6 of 53
4%39 labels
criticized challenger
In secrets · 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 Doppler 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 |
|---|---|---|---|---|---|---|---|
| Secrets management | Identity and access | 29% | 2 of 59 | 0% | 51 | accepted challenger | ▼−4Since September 2026: 33% → 29%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Non-human identity management | Identity and access | 0% | 25 of 128 | 0% | 6 | under 10 labels · led by JumpCloud at 14% |
Movement
Since September 2026, Doppler held within the floor in all two categories: no change cleared 11 points.
Best category · Secrets · by segment
Mid-market▼−4Since September 2026: 33% → 29%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
29%from 33% in September 2026
Inside the floor by 7 pointsRank 1 → 2 of 54
Enterprise=heldSince September 2026: 5% → 5%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
5%from 5% in September 2026
Inside the floor by 11 pointsRank 3 → 5 of 53
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Secrets | 33% | 29% | ▼−4Since September 2026: 33% → 29%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 1 → 2 of 59 |
| NHI management | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 25 of 128, unchanged |
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 11 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 Doppler 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 Doppler 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 | 2 | 0 | 1 | 0 | 3 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 3 | 3 | 1 | 0 | 7 |
| Perplexity Sonar | 2 | 1 | 2 | 0 | 5 |
| Grok 4.20 | 1 | 2 | 3 | 0 | 6 |
| Mistral Small | 0 | 1 | 2 | 0 | 3 |
| DeepSeek V4 Flash | 1 | 4 | 1 | 0 | 6 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 3 | 4 | 1 | 0 | 8 |
| Kimi K2 | 2 | 2 | 0 | 0 | 4 |
| GLM 4.7 FlashX | 0 | 2 | 1 | 0 | 3 |
| MiniMax M2.5 | 1 | 1 | 2 | 0 | 4 |
| GPT-6 Luna | 1 | 2 | 0 | 0 | 3 |
| Muse Glimmer 30B | 1 | 3 | 0 | 0 | 4 |
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
Direct30 labels16
Paraphrase23 labels14
Comparative38 labels13not counted in share
Budget-constrained37 labels7
Scale-constrained26 labels10
Negative25 labels8not counted in share
First choiceAlternativeMentionNegative179 labels in all, every segment counted; 47 of the 68 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.
“Doppler is widely considered the top choice for mid-market companies because it prioritizes developer experience while providing robust governance.” Qwen 3.7 Flash · Secrets · direct prompt · first choice
“the best overall choice is usually Doppler if you want a managed, developer-friendly tool with a free tier for small teams” Perplexity Sonar · Secrets · budget prompt · first choice
“the best default choice is usually Doppler if you want the fastest path to a managed, team-friendly secrets platform” Perplexity Sonar · Secrets · direct prompt · first choice
“Doppler wins in dev-friendliness... tailored for DevOps engineers and CTOs at mid-market and enterprise companies.” Claude Haiku 4.5 · Secrets · direct 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.
No model argued against it.
Named alongside
The products named in the same answers as Doppler, over the 179 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Doppler was named but was not.ShowHide
Named alongside
The products named in the same answers as Doppler, over the 179 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Doppler 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 Doppler. 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 163 of the 179 answers that named Doppler and are not a share of its labels.
Domains cited
infisical.com89
doppler.comYour site85
blog.gitguardian.com80
cybersecuritynews.com75
guideflow.com70
g2.com58
startwithidentity.com55
akeyless.io54
dupple.com51
dev.to50
582 of the 667 domain citations in answers naming Doppler came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
doppler.com is not in Google's top ten for any of the category's searches. In the answers, Doppler takes 29% of first choices and HashiCorp Vault takes 31%.ShowHide
Search and answers
doppler.com is not in Google's top ten for any of the category's searches. In the answers, Doppler takes 29% of first choices and HashiCorp Vault takes 31%.
ShowHideIn search
Google, US estimatesPosition for “secrets management tool”
–
not in the top ten
Position for “secrets management tools”
–
not in the top ten
- Searches for its name, Google
- 90,500 a month (“doppler”)
- AI search demand for its name, est.
- 11,875 a month
- Organic visits to its site
- about 2,255 a month
- Searches its site ranks for
- 791 · 43 in the top three
- Sites linking to it
- 1,793
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This editionShare of first choices
29%
rank 2 of 59 in secrets
Segment leader
31%
HashiCorp Vault
- First choices
- 47 across its categories
- Named in
- 179 answers
- Its own site cited
- in 163 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 doppler.com
1,224
subdomains included
Content
415
counted in the table below
Documentation
522
Product · Integration
13 · 25
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 269 | undated | Secrets, CSPM | ||
| Report or ebook | 54 | undated | Secrets | ||
| Glossary or explainer | 53 | undated | SIEM, MFA | ||
| Comparison | 22 | 1 | 2026-07-21 | Secrets | |
| Case study | 12 | undated | Secrets | ||
| Conference or event | 4 | 0 | 2023-05-19 | ||
| News or press | 1 | undated |
Most recent
- 2026-07-211998 comparison
- 2023-05-26Updates to Secret Visibility, New Qovery and DigitalOcean Integrations, VS Code Extension, and more - Announcements - Do comparison
- 2023-05-191154 conference or event
- 2021-10-22380 conference or event
- 2021-10-01354 comparison
How it is countedHide how it is counted
Every page doppler.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 Doppler
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
Doppler is its own company.ShowHide
The company
Doppler is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- Secrets management for humans and AI agents
- For
- Developers, AI agents, MCP servers, and automated workflows
- Price stated
- No per-agent pricing doppler.com
- Starting price
- 8 doppler.com/pricing
- Free plan or trial
- Start for Free doppler.com
- Certifications
- SOC 2ISO 27001SOC 2 Type II certifiedISO 27001 compliant
- Customers named
- AdaTraiveParadoxEndearBeck’sHyperBODiMATTR
- Not stated on the pages read
- Integrations, hosting
What Doppler's own pages state, read September 28, 2026: doppler.com, doppler.com/pricing, trust.doppler.com, doppler.com/platform/govern, doppler.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 Doppler'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 Doppler, 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 Doppler by email, built from the raw record of the edition. It shows:
- where Doppler 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 Doppler, 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 Doppler 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 Doppler is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.
ShowHideDoppler is among the products AI models recommend first in Secrets management 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.