1 category · RankedAembit
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Non-human identity management | Identity and access | 5% | 7 of 128 | 6% | 16 | accepted challenger |
Movement
By model
How each model treated Aembit across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 2 | 0 | 3 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 1 | 3 | 0 | 0 | 4 |
| Muse Glimmer 30B | 0 | 2 | 1 | 0 | 3 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Aembit stands out as the best pure-play non-human identity management platform” Mistral Small · NHI management · direct prompt · first choice
“Aembit is my pick for low-cost managed workload access” GPT-6 Luna · NHI management · budget prompt · first choice
“Secretless workload-to-workload access—replacing static credentials rather than just cataloging them | Aembit” GPT-6 Luna · NHI management · direct prompt · alternative
“Aembit is highlighted for "Engineering-led teams solving workload-to-workload and agent-to-API access."” Muse Glimmer 30B · NHI management · 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.
“Newer, smaller market share” GLM 4.7 FlashX · NHI management · comparative prompt · soft negative
Named alongside
The products named in the same answers as Aembit, over the 51 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Aembit was named but was not.ShowHide
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 50 of the 51 answers that named Aembit and are not a share of its labels.
Domains cited
173 of the 198 domain citations in answers naming Aembit came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
aembit.io is not in Google's top ten for any of the category's searches. In the answers, Aembit takes 5% of first choices and JumpCloud takes 14%.ShowHide
Search and answers
In search
Google, US estimates- Searches for its name, Google
- 590 a month (“aembit”)
- AI search demand for its name, est.
- 4 a month
- Organic visits to its site
- about 3,239 a month
- Searches its site ranks for
- 969 · 53 in the top three
- Sites linking to it
- 1,101
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This edition- First choices
- 11 across its categories
- Named in
- 51 answers
- Its own site cited
- in 50 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
ShowHide
What it publishes
ShowHide| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 271 | 17 | 2026-10-02 | Secrets, IaC | |
| Glossary or explainer | 199 | 3 | 2026-09-30 | IGA, MFA | |
| Comparison | 104 | 4 | 2026-09-29 | IGA, Secrets | |
| News or press | 27 | 0 | 2024-04-03 | ||
| Webinar or virtual event | 16 | 0 | 2025-03-07 | Secrets | |
| Case study | 5 | undated | |||
| Report or ebook | 3 | undated | |||
| Conference or event | 2 | 0 | 2024-04-23 | ||
| Template or tool | 2 | 0 | 2026-04-07 | ||
| Podcast or video | 1 | undated |
Most recent
- 2026-10-02Blog personal ai agents enterprise security blog
- 2026-09-30What is token exchange and why does ai need it glossary or explainer
- 2026-09-29Ranking the Top Secrets Management Tools and Alternatives in 2026 | Aembit comparison
- 2026-09-24Mcp as an application protocol the emerging agent interoperability layer blog
- 2026-09-24Barbarians at the gate the authorization assumption that agents are tearing down blog
- 2026-09-22How aembit makes cross app access usable before the rest of the stack catches up blog
How it is countedHide how it is counted
Every page aembit.io 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 October 5, 2026.
Follow Aembit
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
Aembit is its own company.ShowHide
The company
In its own words
Stated by the vendor, not checked- Positioning
- IAM for agentic AI and workloads
- For
- security, identity, platform engineering, DevOps, and application teams
- Price stated
- free- forever tier aembit.io
- Starting price
- Free! aembit.io/pricing
- Free plan or trial
- free- forever tier aembit.io
- Certifications
- SOC 2 Type IIISO/IEC 27001:2022ISO 27001:2022ISO/IEC 27001SOC 2ANAB (ANSI National Accreditation Board)
- Customers named
- SnowflakeRed Cup ITLarge RetailerGlobal Property Management FirmA $300B Investment FirmStripeSalesforcea large retailer
- Not stated on the pages read
- Integrations, hosting
What Aembit's own pages state, read October 5, 2026: aembit.io, aembit.io/pricing, trust.aembit.io, aembit.io/use-cases, aembit.io/case-studies. A claimed page can correct any of them.
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 Aembit'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 Aembit, 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 Aembit by email, built from the raw record of the edition. It shows:
- where Aembit 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 Aembit, 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.