Top tools in 2026 · Prompt 3 of 8 · July 2026

A real buyer question from the July 2026 snapshot, asked 3× to each of the three models. 9 answers recorded.

“What are the top data integration platforms in 2026?”

ChatGPT answered 3× this snapshot

Here are some of the leading data integration platforms in 2026, grouped by what they’re best at—because “top” really depends on your use case (batch ETL, real-time, SaaS apps, etc.): Enterprise-grade / all-in-one platforms Informatica Intelligent Data Management Cloud (IDMC) – still a heavyweight; strong governance, MDM, and hybrid cloud support. Microsoft Fabric (Data Factory + Synapse + Power BI) – very popular…

Named across its answers: 1. Informatica2. Microsoft Fabric3. Fivetran4. Airbyte5. Stitch

Verbatim excerpt from one collected ChatGPT answer; formatting flattened, words untouched.

Informatica dominates this question completely, appearing in all 9 answers with a first-pick rate of 6 of 9 and an average position of 2.3, while Fivetran matches its presence count but averages position 5 and leads just once. The gap between those two and the rest matters because Hightouch, Census, and RudderStack hold top-15 category ranks yet went unmentioned, meaning AI visibility and category standing are not the same thing here.

AI-generated read of the July 2026 measurements.

Who wins this question

Owned Consensus

All three models name Informatica, Fivetran and Airbyte on this question.

ChatGPT

Claude

Gemini mentioned · first · avg. pos

Informatica 111211194 9/9 · 6× first · #2.3

Fivetran 555169347 9/9 · 1× first · #5

Airbyte 6695811459 9/9 · never first · #7

dbt 8986710108 8/9 · never first · #8.3

MuleSoft 1211322116 7/9 · never first · #6.7

Matillion 87101011612 7/9 · never first · #9.1

Microsoft Fabric 2221211 6/9 · 2× first · #3.3

AWS Glue 385732 6/9 · never first · #4.7

Confluent 1110125710 6/9 · never first · #9.2

Talend 433 3/9 · never first · #3.3

Stitch 776 3/9 · never first · #6.7

Redpanda 6811 3/9 · never first · #8.3

Each square is one collected answer; the number is the brand's position in that answer. Lime = the very first recommendation. Unlinked brands were named by the models here but sit outside this category's published top 15 overall. Showing the top 12 of 33 brands named at least once. Never mentioned here: Hightouch, Census, RudderStack.