Small business▲+6Since September 2026: 4% → 10%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
10%from 4% in September 2026
Inside the floor by 5 pointsRank 9 → 2 of 131
1 category · Named, not rankedAkkio
10Judge labels
5First choices
0Negative labels
7 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.
Standing
2 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Akkio was named 2 times in ML platforms, where Azure Machine Learning led with 21%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
Small business4 of 139
8%8 labels
under the label threshold
Mid-market28 of 107
0%2 labels
under the label threshold
Enterprisenot named
0%
No model named it for this buyer.
In ml platforms · 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 Akkio 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 |
|---|---|---|---|---|---|---|---|
| ML platforms | Data platform | 0% | 28 of 107 | 0% | 2 | under 10 labels · led by Azure Machine Learning at 21% | newNew since September 2026: not ranked then, 0% now. |
Movement
Since September 2026, Akkio held within the floor in its one category: no change cleared 11 points.
Best category · ML platforms · by segment
Mid-marketnewNew since September 2026: not ranked then, 0% now.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 27 of 97, unchanged
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| ML platforms | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 28 of 107, 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 Akkio 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 Akkio 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 | 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 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| 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
Direct6 labels4
Paraphrase0 labelsNone
Comparative0 labelsNone
Budget-constrained3 labels1
Scale-constrained1 labelNone
Negative0 labelsNone
First choiceAlternativeMentionNegative10 labels in all, every segment counted; 5 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.
“Best for: Mid-market B2B companies looking for an easy-to-use forecasting tool and automated, client-ready reporting.” Gemini 3.5 Flash · ML platforms · direct prompt · alternative
“you can explore paid options like Akkio or Google Cloud AutoML” MiniMax M2.5 · ML platforms · budget 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 Akkio, over the 10 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Akkio was named but was not.ShowHide
Named alongside
The products named in the same answers as Akkio, over the 10 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Akkio 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 Akkio. 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 10 of the 10 answers that named Akkio and are not a share of its labels.
Domains cited
g2.com6
spotsaas.com5
it-ai-index.com4
coincodecap.com3
eweek.com3
godofprompt.ai3
intuz.com3
mindstudio.ai3
moontechnolabs.com3
appreviewlab.com2
Thirty-five of the thirty-five domain citations in answers naming Akkio came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
akkio.com is not in Google's top ten for any of the category's searches. In the answers, Akkio takes 0% of first choices and Azure Machine Learning takes 21%.ShowHide
Search and answers
akkio.com is not in Google's top ten for any of the category's searches. In the answers, Akkio takes 0% of first choices and Azure Machine Learning takes 21%.
ShowHideIn search
Google, US estimatesPosition for “machine learning platform”
–
not in the top ten
Position for “machine learning platforms”
–
not in the top ten
- Searches for its name, Google
- 1,000 a month (“akkio”)
- AI search demand for its name, est.
- 10 a month
- Organic visits to its site
- about 2,874 a month
- Searches its site ranks for
- 790 · 12 in the top three
- Sites linking to it
- 3,661
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
Ads on Google
None found in Google's ad transparency records for the US
In answers
This editionShare of first choices
0%
rank 28 of 107 in ML platforms
Segment leader
21%
Azure Machine Learning
- First choices
- 5 across its categories
- Named in
- 10 answers
- Its own site cited
- in 10 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 akkio.com
483
subdomains included
Content
185
counted in the table below
Documentation
75
Product · Integration
0 · 14
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 143 | 6 | 2026-09-24 | ||
| Comparison | 12 | 0 | 2024-01-03 | ||
| Template or tool | 11 | undated | |||
| News or press | 10 | undated | |||
| Webinar or virtual event | 5 | undated | |||
| Case study | 3 | undated | |||
| Report or ebook | 1 | undated |
Most recent
- 2026-09-24The cost of inconsistent data at scale blog
- 2026-09-17The build versus buy debate has a new answer for media companies blog
- 2026-09-02How ai turns retail media data into advertiser workflows blog
- 2026-08-05Open weight open source and the ai fine print worth a second look for media companies blog
- 2026-07-24How leaders from mediaplus equativ and truthset build lasting ai foundations blog
- 2026-07-23How to solve the fragmentation problem in media ai blog
How it is countedHide how it is counted
Every page akkio.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 Akkio
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
Akkio is its own company.ShowHide
The company
Akkio is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- The AI Workflow Automation Platform; The AI platform that automates campaign workflows
- For
- media agencies and data providers
- Price stated
- Custom pricing based on your unique needs akkio.com/pricing
- Certifications
- SOC 2 Type 2 compliantHIPAA compliance controls
- Customers named
- HavasLG Ad SolutionsHorizon Media
- Not stated on the pages read
- Starting price, free plan or trial, integrations, hosting
What Akkio's own pages state, read October 5, 2026: akkio.com, akkio.com/pricing, akkio.com/security, akkio.com/integrations. 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 Akkio'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 Akkio, 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 Akkio by email, built from the raw record of the edition. It shows:
- where Akkio 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 Akkio, 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.