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Prompt Analysis

Which Reddit post does LLM cite?

Which Reddit post does LLM cite?

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Title

An analysis of 200 Reddit URLs cited by AI engines, set against 503,152 Reddit citations measured across five client accounts and three providers over 12 months. The findings run against most of what social-first content strategy assumes.

Measure

Value

Reddit citations across 5 clients in 12 months

503,152

AI providers that cite Reddit

3 of 3

Cited posts that are question-and-answer threads

79%

Median upvotes on a cited post

11

Reddit is cited by every provider, at scale

Citation counts represent the number of prompts in which Reddit appeared as a sourced result in an AI answer.

Provider

Reddit citations

Share of Reddit citations

Google AI Mode

277,270

55%

OpenAI

189,647

38%

Gemini

36,235

7%

Two providers account for 93% of Reddit citations. No provider ignores it: even Gemini, the lowest of the three, generated 36,235 Reddit citations across the same client base.

The floor is significant. Across five clients, even the lowest-volume account logged over 30,000 Reddit citations in a year. Reddit ranks among the most consistently cited sources across every AI engine, rather than one source among many.

The last quarter was half the year

Monthly volume across all five clients and all three providers. Volume rose from a floor of 6,151 in November 2025 to a peak of 106,153 in May 2026. May through July alone account for 54% of the annual total.

Month

Reddit citations

Share of year

Aug 2025

27,401

5%

Sep 2025

17,904

4%

Oct 2025

7,180

1%

Nov 2025

6,151

1%

Dec 2025

16,032

3%

Jan 2026

34,852

7%

Feb 2026

35,402

7%

Mar 2026

52,060

10%

Apr 2026

34,676

7%

May 2026

106,153

21%

Jun 2026

83,826

17%

Jul 2026

77,586

16%

Upvotes are not a signal

Each of the 200 cited URLs was checked against the filter a content strategist would normally apply, a minimum upvote count. Any post below that threshold is one an AI engine cited and the filter would have skipped.

Finding

Share of cited posts

Fewer than 10 upvotes

40%

Zero upvotes

6%

Author account later deleted, so Reddit cannot mark them authoritative, yet AI engines found them

6%

No usable body text; the model extracted from comments and the URL title alone

2.5%+

Discussion depth, not score

80% of cited posts have more comments than upvotes. The median cited post has 33 comments against 11 upvotes. If any engagement metric tracks citation it is the volume of answers, and even that is a correlation rather than a threshold.

Median on a cited post

Value

Comments

33

Upvotes

11

Q&A structure is the strongest predictor

79% of the 200 cited URLs follow a question-and-answer shape: the OP asks, the community answers. The title carries the intent signal for retrieval; the thread carries the knowledge to extract.

The Q&A pair mirrors the format AI engines are optimized for: match a query to an answer. A question title is a retrieval handle, and everything below it is extractable knowledge.

Age, size, and language are not filters

Post age, subreddit size, and language all span the entire scale of what Reddit contains, so none of the three works as a filter.

On age: the youngest cited post was 7 days old, and 89% of the set is younger than 5 years. More than half of the 200 cited URLs are older than 2 years, and archived threads that cannot receive new input are still cited. 11% of the cited set is older than 5 years, with posts from 2011 cited in answers generated in 2026.

On size: over 100 distinct subreddits appear across just 200 URLs, spread across the full size range. 7 of the 200 URLs came from subreddits with under 10,000 weekly visitors, while the largest communities in the set reach 3,800,000 weekly visitors. Size correlates with nothing; topical relevance is the only filter.

On language: AI engines index Reddit multilingually. English, Dutch and Hungarian threads all appear in the cited set. A non-English post that answers a relevant question is cited just as readily as an English one.

The page is the unit, not the post

A citation needs only two things: a title for discovery and some text on the page for extraction. Those two can come from entirely different contributors. The standard case is a question title and a thread of answers; everything else on the page is optional.

Requirement

Threshold

Note

Upvotes required

0

Zero upvotes and one expert comment is enough

Minimum post age

none

Threads from 2011 are cited in 2026

Minimum subreddit size

none

The full size range is represented

Body text required

no

Title plus comments is sufficient

How to win your Reddit strategy for AEO

A Reddit thread gets cited when its URL contains a discoverable title, such as a brand name, a comparison keyword, or a question, and the thread contains content that directly, specifically, and authentically answers that question.

Method note: the five client accounts in this study are anonymized. No account is named, and no figure is broken out per client, so every number here is reported as an aggregate across all five. Provider and monthly figures are measured citation counts; the structural findings come from the 200 cited URLs.

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