AI Indexes
IT AI Index
Index › Products › Oracle Database Gateways · October 2026 Edition
1 category · Named, not ranked

Oracle Database Gateways

1Judge labels
0First choices
1Negative labels
1 / 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
1 label, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Oracle Database Gateways was named 1 time in Data virtualization, where Denodo led with 28%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
In data virtualization · 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 Oracle Database Gateways 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.
CategoryFunctionShareRankNegative rateLabelsQuadrantSince September 2026
Data virtualizationData platform0%88 of 99100%1under 10 labels · led by Denodo at 28%

Movement

This is the first edition on this tier, so no move can be computed for Oracle Database Gateways yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

How each model treated Oracle Database Gateways across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00011
Perplexity Sonar00000
Grok 4.1 Fast00000
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00000

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
Direct0 labelsNone
Paraphrase0 labelsNone
Comparative0 labelsNone
Budget-constrained0 labelsNone
Scale-constrained0 labelsNone
Negative1 labelNone
First choiceAlternativeMentionNegative1 labels in all, every segment counted; 0 of the 0 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.

No positive label carried a quote.

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.

“do not build an enterprise logical data layer on these features.” Gemini 3.5 Flash · Data virtualization · negative prompt · soft negative

Named alongside

The products named in the same answers as Oracle Database Gateways, over the 1 answer that named it. Took the first choice instead counts the answers where the other product was the first choice and Oracle Database Gateways was named but was not.
ShowHide
ProductSame answerTook the first choice insteadHead to head
Actifio Virtual Data Pipeline1 of 10Not among the top eight
Denodo1 of 10Not among the top eight
Dremio1 of 10Not among the top eight
Microsoft SQL Server PolyBase1 of 10Not among the top eight
Oracle Data Service Integrator1 of 10Not among the top eight
PostgreSQL Foreign Data Wrappers1 of 10Not among the top eight
Red Hat JBoss Data Virtualization1 of 10Not among the top eight
SAP HANA Smart Data Integration1 of 10Not among the top eight
Starburst1 of 10Not among the top eight
TIBCO Data Virtualization1 of 10Not among the top eight
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 Oracle Database Gateways. 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 1 of the 1 answers that named Oracle Database Gateways and are not a share of its labels.

Domains cited

blog.metamirror.io1
databricks.com1
docs.oracle.comYour site1
domo.com1
dremio.com1
fivetran.com1
gartner.com1
invgate.com1
nl.insight.com1
noopsschool.com1

Nine of the ten domain citations in answers naming Oracle Database Gateways came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

oracle.com is not in Google's top ten for any of the category's searches. In the answers, Oracle Database Gateways takes 0% of first choices and Denodo takes 28%.
ShowHide

In search

Google, US estimates
Position for “data virtualization platform”
–
not in the top ten
Position for “data virtualization platforms”
–
not in the top ten
Organic visits to its site
about 7,410,638 a month
Searches its site ranks for
280,257 · 54,144 in the top three
Sites linking to it
265,940
Paid Google search
9 searches its ads show for, about 43 clicks and $247 a month (estimate)
Ads on GoogleDetailLess
101+ ads · 101 text · 101 shown in the last 30 days

First shown March 2023, as Oracle America, Inc., verified. Ads started 2025-10 to 2026-09: 37 in the year, 64 before. 19 more by other advertisers linking to it.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
0%
rank 88 of 99 in data virtualization
Segment leader
28%
Denodo
First choices
0 across its categories
Named in
1 answers
Its own site cited
in 1 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
Addresses on oracle.com
10,005
subdomains included
Content
481
counted in the table below
Documentation
75
Product · Integration
2 · 1
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Glossary or explainer220undated
Conference or event171undated
Case study37undated
Template or tool14undated
Webinar or virtual event13undated
Report or ebook13undated
Blog11undated
Comparison2undated
How it is countedHide how it is counted

Every page oracle.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 Oracle Database Gateways

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.

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 Oracle Database Gateways'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 Oracle Database Gateways, 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 Oracle Database Gateways by email, built from the raw record of the edition. It shows:

  • where Oracle Database Gateways 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 Oracle Database Gateways, 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.
The subscriber app

A verification link goes to your work email; an address at oracle.com is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.