Genuine presence in Reddit / forum / Q&A threads
Community platforms (Reddit, Quora, YouTube) are among the most-cited domains in AI Overviews and Perplexity, so brand discussion there feeds AI answers.
Real evidence that depends on platform/context, or sources conflict.
Depends on platform/context, or sources conflict. Correlational unless noted.
Guidance only
- Not from the page. Lightweight proxy: search Reddit for recent threads mentioning the brand name. Shown as guidance only.
Caveats
- — Correlational studies dominate this field. AI citations churn: a small 15-prompt preprint (arXiv 2609.22655; the author sells AI-visibility tooling) saw each engine's cited URL set change by about 67% on average from one day to the next, with under 1% URL overlap across engines. Toronto (2610.15033) found only about 40% of the within-site pattern of ChatGPT citations still held two weeks later, and 14% after ten weeks. Re-verify yearly.
- — Off-site / not measurable from a single page fetch. Guidance only: not graded in the free check.
Studies and docs
2025
Across 680M citations, Wikipedia leads ChatGPT at 7.8% of all citations (the 47.9% figure is Wikipedia's share within ChatGPT's top-10 domains, not overall). Reddit leads Google AI Overviews (2.2%) and Perplexity (6.6%).
2025
Reddit was the single most-cited domain yet only 2.36% of all citations — AI citations are highly fragmented. Vendor report.
2025
Agency service page (vendor): says citations are fragmented, so coverage across many sources matters, and recommends mining Reddit and forums for buyer language. No outcome data.
2025
Vendor research (Profound sells AI visibility tracking), ~80k prompts per platform: 40–60% of cited domains changed between June and July 2025 for the same prompts (AI Overviews 59.3%, ChatGPT 54.1%, Copilot 53.4%, Perplexity 40.5%), rising to 70–90% from January to July.
This one happens off your site
A page check can't measure it. Uncanny Labs helps teams plan and test off-site work like this, with the evidence shown.
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