1 category · RankedAibidia
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Transfer pricing | Tax and compliance | 2% | 9 of 101 | 15% | 33 | accepted challenger |
Movement
By model
How each model treated Aibidia 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 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 1 | 1 |
| Gemini 3.5 Flash | 0 | 2 | 2 | 0 | 4 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.1 Fast | 1 | 2 | 1 | 1 | 5 |
| Mistral Small | 1 | 0 | 2 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 2 | 3 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 2 | 1 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 2 | 0 | 3 |
| GPT-6 Luna | 1 | 1 | 0 | 1 | 3 |
| Muse Glimmer 30B | 0 | 2 | 0 | 0 | 2 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Leading commercial platforms such as Thomson Reuters ONESOURCE, Exactera, Aibidia, and Vertex are recommended for most organizations” Mistral Small · Transfer pricing · negative prompt · first choice
“Demo top picks (Aibidia for traceability, ONESOURCE for standardization, TPGenie for SMB fit)” Grok 4.1 Fast · Transfer pricing · scale prompt · first choice
“Start with CCH Tagetik and Aibidia” GPT-6 Luna · Transfer pricing · comparative prompt · first choice
“Best for data-heavy B2B companies looking to tightly align their financial systems with global compliance requirements.” Gemini 3.5 Flash · Transfer pricing · paraphrase 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.
“users of Aibidia note constraints in formatting/customization, which can become a problem if your tax team needs very specific deliverables” GPT-5.4 mini · Transfer pricing · negative prompt · soft negative
“For tools such as Exactera's AI-enabled benchmarking or Aibidia's AI features, ask to see the comparable companies considered” GPT-6 Luna · Transfer pricing · negative prompt · soft negative
“Automation-Heavy Platforms Without Customization (e.g., Aibidia) ... Limited formatting/customization” DeepSeek V4 Flash · Transfer pricing · negative prompt · soft negative
“Aibidia (operational monitoring) are viable but lean more enterprise or niche.” Grok 4.1 Fast · Transfer pricing · paraphrase prompt · soft negative
Named alongside
The products named in the same answers as Aibidia, over the 98 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Aibidia 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 96 of the 98 answers that named Aibidia and are not a share of its labels.
Domains cited
453 of the 483 domain citations in answers naming Aibidia came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
aibidia.com ranks first on Google for the category's searches. In the answers, Aibidia takes 2% of first choices and TPGenie takes 30%.ShowHide
Search and answers
In search
Google, US estimates- Searches for its name, Google
- 90 a month (“aibidia”)
- AI search demand for its name, est.
- 1 a month
- Organic visits to its site
- about 1,954 a month
- Searches its site ranks for
- 222 · 33 in the top three
- Sites linking to it
- 650
- 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
- 98 answers
- Its own site cited
- in 96 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 | 66 | 2 | 2026-09-23 | Transfer pricing | |
| Conference or event | 9 | 6 | 2026-11-04 | Transfer pricing | |
| News or press | 8 | 0 | 2026-07-03 | Transfer pricing | |
| Webinar or virtual event | 7 | 1 | 2026-09-24 | Transfer pricing | |
| Case study | 5 | undated | Transfer pricing | ||
| Report or ebook | 3 | undated | Transfer pricing | ||
| Glossary or explainer | 2 | 0 | 2023-11-09 |
Most recent
- 2026-11-04Tpminds west coast 2026 conference or event
- 2026-10-27Itr global transfer pricing forum usa 2026 conference or event
- 2026-10-26Itr ai in tax forum usa 2026 conference or event
- 2026-09-29Aibidia report 2026 launch event amsterdam conference or event
- 2026-09-29Itr global transfer pricing forum europe 2026 conference or event
- 2026-09-24From information to intelligence the state of transfer pricing 2026 webinar or virtual event
Events in person
- November 4, 2026 to November 5, 2026TPMinds West Coast 2026Palo Alto · attends
- June 16, 2026 to June 17, 2026TP Minds International 2026London · attended
As the event pages on aibidia.com state them, read October 5, 2026.
How it is countedHide how it is counted
Every page aibidia.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 October 5, 2026.
Follow Aibidia
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
Aibidia is its own company.ShowHide
The company
In its own words
Stated by the vendor, not checked- Positioning
- The Only AI System of Intelligence for Transfer Pricing
- For
- tax & transfer pricing teams
- Certifications
- Information Security Management CertifiedISO27001-2022
- Customers named
- FujifilmPhoenix GroupSymriseValeoNokiaRemoteXebiaHMD
- Not stated on the pages read
- Price, starting price, free plan or trial, integrations, hosting
What Aibidia's own pages state, read October 5, 2026: aibidia.com, aibidia.com/platform/compliance, aibidia.com/platform, aibidia.com/customers. 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 Aibidia'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 Aibidia, 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 Aibidia by email, built from the raw record of the edition. It shows:
- where Aibidia 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 Aibidia, 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.