r/dataengineering for brand marketing: what AI answers cite and where we have posted
r/dataengineering threads were cited 135 times in 111 AI answers we tracked (Mar 6, 2026 to Aug 14, 2026), which ranks it #43 of the 138 subreddits cited 50 or more times. We have placed under 50 verified comments there, so none of our own placement numbers for it are published.
135
AI citations of its threads
73
different threads cited
under 50
verified comments we placed
#43
of 138 by AI citations
How AI answers use r/dataengineering
| Engine | Citations | Share |
|---|---|---|
| Perplexity (Sonar) | 94 | 70% |
| OpenAI models (GPT-4o, GPT-5.1) | 27 | 20% |
| Gemini (2.0 and 2.5 Flash) | 14 | 10% |
| Question type | Citations | Share |
|---|---|---|
| Comparing products or competitors | 77 | 57% |
| Looking for a product to buy | 46 | 34% |
| Describing a problem | 12 | 9% |
The r/dataengineering threads AI answers cite most
| Thread (from its link) | Times cited |
|---|---|
| How is snowflake compared to its alternatives… | 9 |
| Looking for an alternative to bigquerydataflow… | 7 |
| Experiences with trino what am i missing | 5 |
| What exactly is the lakehouse is it a technique… | 5 |
| Migrating away from snowflake | 5 |
These 5 threads account for 31 of the 135 citations.
Our verified comments in r/dataengineering
We have placed under 50 verified comments in r/dataengineering, so we publish no placement numbers for it.
Reading the r/dataengineering numbers
Perplexity supplies the largest share of the citations (70%, 94 of 135), ahead of OpenAI models at 20%.
By question type, comparing products or competitors accounts for 57% of the answers that cited r/dataengineering, then looking for a product to buy (34%) and describing a problem (9%).
Citations are spread out: the most-cited thread accounts for 7% of them and the top three for 16%, out of 73 different threads.
2% of the 998 comments we scanned in r/dataengineering contained a link, so a comment that names a brand without linking is the norm here.
Of 793 posts we sampled in r/dataengineering, 4% linked out to another site.
Before you post anything yourself, read the rules of r/dataengineering; moderators change them. For how these threads reach answers, see the AI search guide.
Frequently asked questions
Do AI answers cite r/dataengineering?
Yes. In 66,986 AI answers we tracked between Jan 9, 2026 and Oct 2, 2026, r/dataengineering threads were cited 135 times across 111 answers and 73 different threads.
How many comments has CommunityMentions placed in r/dataengineering?
Fewer than 50 verified comments, so we do not publish a count for it.
Similar AI and software subreddits
| Subreddit | AI citations | Our verified comments | Members |
|---|---|---|---|
| r/cybersecurity | 131 | under 50 | 1,449,767 |
| r/Rag | under 50 | 152 | 70,077 |
| r/LLMDevs | under 50 | 112 | 149,425 |
| r/GithubCopilot | under 50 | 164 | 72,653 |
| r/AiForSmallBusiness | under 50 | 98 | 39,947 |
| r/GeminiAI | under 50 | 92 | 316,570 |
Related lists and guides
Method
Counts come from CommunityMentions' AI-answer tracking and delivery database; anything under 50 shows as "under 50". The page text is generated from those counts. Full method.
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