5 categories · RankedInformatica Intelligent Data Management Cloud
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Data catalogs and governance | Data platform | 0% | 33 of 83 | 36% | 25 | criticized challenger | |
| ETL and ELT | Data platform | 0% | 45 of 75 | 33% | 18 | criticized challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Data masking and test data management | Data platform | 0% | 33 of 140 | 36% | 14 | criticized challenger | |
| Data virtualization | Data platform | 0% | 17 of 99 | 17% | 12 | accepted challenger | |
| Data quality and observability | Data platform | 0% | 110 of 110 | 55% | 11 | criticized challenger |
Movement
By model
How each model treated Informatica Intelligent Data Management Cloud 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 | 5 | 0 | 5 |
| GPT-5.4 mini | 0 | 1 | 1 | 1 | 3 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 7 | 8 |
| Perplexity Sonar | 0 | 0 | 4 | 1 | 5 |
| Grok 4.20 | 2 | 3 | 3 | 3 | 11 |
| Mistral Small | 0 | 2 | 1 | 0 | 3 |
| DeepSeek V4 Flash | 1 | 0 | 4 | 6 | 11 |
| Llama 4 Maverick | 0 | 1 | 2 | 1 | 4 |
| Qwen 3.7 Flash | 0 | 2 | 2 | 3 | 7 |
| Kimi K2 | 0 | 1 | 4 | 4 | 9 |
| GLM 4.7 FlashX | 0 | 2 | 1 | 0 | 3 |
| MiniMax M2.5 | 0 | 1 | 2 | 1 | 4 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 3 | 2 | 1 | 6 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Prioritize tools with deterministic + referential integrity (e.g., Delphix, Informatica for enterprise).” Grok 4.20 · Data masking · negative prompt · first choice
“Regulated enterprise (banking, healthcare): Collibra or Informatica” DeepSeek V4 Flash · Data catalogs · comparative prompt · first choice
“Leader in Gartner and broad enterprise use.” Grok 4.20 · Data masking · comparative prompt · first choice
“Informatica for enterprise governance. Recommended when you need full MDM and entity resolution at scale, with the trade-off being quoted enterprise subscription pricing.” Muse Glimmer 30B · Data observability · 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.
“Collibra & Informatica: Built for regulated enterprises; 3–9 month deployments and custom pricing.” Kimi K2 · Data catalogs · direct prompt · hard negative
“Avoid for mid-sized: Enterprise-heavy like Informatica (too complex/expensive)” Grok 4.20 · ETL · paraphrase prompt · hard negative
“Avoid for Mid-Market ... Informatica | $200,000+/year, 3–6 month implementation” Kimi K2 · Data observability · paraphrase prompt · hard negative
“Avoid tools like Collibra/Informatica that require big upfront investment.” Grok 4.20 · Data catalogs · paraphrase prompt · hard negative
Named alongside
The products named in the same answers as Informatica Intelligent Data Management Cloud, over the 282 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Informatica Intelligent Data Management Cloud 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 259 of the 282 answers that named Informatica Intelligent Data Management Cloud and are not a share of its labels.
Domains cited
703 of the 703 domain citations in answers naming Informatica Intelligent Data Management Cloud came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
informatica.com ranks 9 on Google for the category's searches. In the answers, Informatica Intelligent Data Management Cloud takes 0% of first choices and Atlan takes 44%.ShowHide
Search and answers
In search
Google, US estimates- Searches for its name, Google
- 390 a month (“informatica intelligent data management cloud”)
- AI search demand for its name, est.
- 1 a month
- Organic visits to its site
- about 73,321 a month
- Searches its site ranks for
- 12,447 · 1,061 in the top three
- Sites linking to it
- 12,870
- 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
- 282 answers
- Its own site cited
- in 259 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
ShowHide| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 598 | 0 | 2023-04-27 | ||
| Podcast or video | 288 | undated | |||
| News or press | 142 | 0 | 2026-05-01 | ||
| Glossary or explainer | 123 | 1 | 2026-07-08 | ||
| Case study | 78 | 0 | 2025-06-24 | ||
| Conference or event | 17 | 3 | 2026-10-27 | ||
| Comparison | 14 | 0 | 2023-09-13 | ||
| Report or ebook | 9 | undated | |||
| Webinar or virtual event | 7 | 0 | 2024-10-09 | ||
| Template or tool | 3 | 0 | 2024-08-12 |
Most recent
- 2026-10-2720261027 ai drug discovery development summit conference or event
- 2026-10-0720261007 cdo magazine atlanta roundtable exchange conference or event
- 2026-09-2920260929 shoptalk fall conference or event
- 2026-07-08What is data quality glossary or explainer
- 2026-05-0120260520 informatica from salesforce delivers the trusted data foundation every ai agent needs now across every surface news or press
- 2026-05-0120260520 informatica brings headless data management and iceberg governance to snowflake news or press
Events in person
- October 27, 2026 to October 29, 2026AI Drug Discovery and Development Summit (AIDDD) 2026Boston Marriott Copley Place, Boston, US · hosted
As the event pages on informatica.com state them, read September 28, 2026.
How it is countedHide how it is counted
Every page informatica.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.
Names read as Informatica Intelligent Data Management Cloud
Follow Informatica Intelligent Data Management Cloud
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
Informatica Intelligent Data Management Cloud is its own company.ShowHide
The company
In its own words
Stated by the vendor, not checked- Positioning
- Power every agent with AI-ready data
- For
- Agentic Enterprises
- Price stated
- consumption-based pricing informatica.com/pricing.html
- Free plan or trial
- Get Started informatica.com
- Integrations claimed
- 300 informatica.com
- Certifications
- HIPAA/HITECHSOC 1SOC 2SOC 3GxPU.K. Cyber Essentials PlusU.S. Government FedRAMP ModerateA Leader in 6 Gartner® Magic Quadrant™ reports
- Customers named
- TakedaPaychexBMCJetBlueHeliaPsycho BunnyCitizensPetmate
- Not stated on the pages read
- Starting price, hosting
What Informatica Intelligent Data Management Cloud's own pages state, read September 28, 2026: informatica.com, informatica.com/pricing.html, trust.informatica.com, informatica.com/platform.html. 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 Informatica Intelligent Data Management Cloud'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 Informatica Intelligent Data Management Cloud, 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 Informatica Intelligent Data Management Cloud by email, built from the raw record of the edition. It shows:
- where Informatica Intelligent Data Management Cloud 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 Informatica Intelligent Data Management Cloud, 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.