DATPROF Privacy
Strongest at mid-market, contested with DataVeil. Ranked 9 of 110 for enterprise buyers.
The standing depends on who is buying. Every model is asked the same questions for each company size.
DataVeil is first at 18%.
Ranked first, contested: DataVeil has 13%. 5 of 14 models made it the first choice when asked directly.
Perforce Delphix is first at 27%.
Why models recommend it
“The best data masking tool for a mid-market B2B company is DATPROF, as it is specifically designed for mid-market companies”Llama 4 Maverick · Direct question · first choice
“DATPROF focuses on the test-data job with mid-market appeal... earning it the "mid-market TDM pick" designation”Claude Haiku 4.5 · Direct question · first choice
“Best Overall Value: DATPROF Privacy ... Start with DATPROF Privacy for focused, cost-effective test data management”GLM 4.7 FlashX · Direct question · first choice
“Start with Curated / DATPROF if you need governed masking + subsetting of real production data”Muse Glimmer 30B · Paraphrase question · first choice
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as DATPROF Privacy, over the 61 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 35 | 7 | Compare → | |
| 32 | 10 | Compare → | |
| 31 | 2 | Compare → | |
| 26 | 0 | View → | |
| 24 | 6 | Compare → | |
| 14 | 3 | Compare → | |
| 14 | 0 | View → | |
| 13 | 0 | View → | |
| 12 | 7 | Compare → | |
| 11 | 2 | View → |
What the models named instead of DATPROF Privacy →
A side-by-side page exists where both products are among a category's top eight.
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 61 of the 61 answers that named DATPROF Privacy and are not a share of its labels.
Domains cited
194 of the 210 domain citations in answers naming DATPROF Privacy came from a third party's page. Sixteen were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 1 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 0 | 1 |
| Perplexity Sonar | 2 | 2 | 0 | 0 | 4 |
| Grok 4.20 | 0 | 2 | 0 | 0 | 2 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 1 | 2 | 0 | 0 | 3 |
| Llama 4 Maverick | 1 | 1 | 0 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 1 | 1 | 1 | 0 | 3 |
| GLM 4.7 FlashX | 2 | 0 | 0 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 1 | 1 | 0 | 0 | 2 |
| Muse Glimmer 30B | 1 | 1 | 1 | 0 | 3 |
What it publishes
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 71 | 2 | 2026-09-28 | ||
| Webinar or virtual event | 28 | 1 | 2026-09-17 | ||
| Case study | 8 | 0 | 2022-12-05 | ||
| Report or ebook | 7 | 0 | 2023-07-10 | ||
| Glossary or explainer | 4 | undated | |||
| Comparison | 3 | 0 | 2020-12-21 | ||
| Template or tool | 2 | undated | |||
| News or press | 1 | 0 | 2020-02-26 |
Most recent
- 2026-09-28Free tdm strategy session blog
- 2026-09-17Customer webinar 2026 webinar or virtual event
- 2026-08-24Flexible file generation with complex test data requirements blog
- 2026-06-25Build or buy test data management software blog
- 2026-06-22Dora ready test environments blog
- 2026-06-18How rethinking test data resets can save you thousands of hours and dollars blog
How it is countedHide how it is counted
Every page datprof.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.