UGC source · tracked monthly

reddit.com

Citation profile

Where this domain grounds AI answers in Specialty Retail, how much of each tracked industry it carries, and which brands depend on it.

October 2026 edition

reddit.com ranks #8 of 2k cited domains in Specialty Retail, grounding 3.8% of citations in this all 4 models cut. Across the index, its strongest measured position is Consumer Electronics – Gaming at 5.3%, and it appears in 31 of 31 published industries. Sampled answers that cite it name 400 tracked brands.

Source profile · October 2026 · Goodie AI Visibility Index

Source snapshot

Specialty Retail · all 4 models
Citation share
3.8%
— no second month yet
Industry rank
#8
of 2k cited domains
Industries cited in
31/31
31 live · 0 preview
Source type
UGC
Inferred from the domain
Brands named alongside
400
In 338 sampled answers that cite it

Citation footprint by industry

All-model · Singapore
Every industry where reddit.com is cited, by citation share
Industry Edition Citation share Industry rank Month-over-month Δ
Consumer Electronics – Gaming live
5.3%
#2 —
Auto Manufacturers & Parts live
4.7%
#4 —
Specialty Retail Current live
3.8%
#8 —
Fragrance live
3.8%
#7 —
Airlines & Travel Services live
3.6%
#7 ▲ 0.9
Consumer Electronics – General live
3.5%
#11 —
Skincare & Cosmetics live
3.2%
#14 —
E-commerce Platforms live
3.1%
#7 ▲ 1.0
B2B SaaS – CRM & Sales Software live
3.1%
#13 —
Credit Cards & Payment Processing live
2.9%
#19 —
31 of 31 published industries cite this domain above their display threshold · 10 shown Share and movement are measured independently in each industry

Brands named alongside reddit.com

In sampled answers that cite this source
Tracked brands named in sampled answers that cite reddit.com, by number of answers
BrandIndustryShared answersVisibility scoreIndustry rank
Apple Specialty Retail 2
20.6
#13
Challenger Specialty Retail 2
15.4
#25
Courts Specialty Retail 2
16.3
#23
Harvey Norman Specialty Retail 2
18.5
#20
Home Depot Specialty Retail 2
76.7
#1
Lowe's Specialty Retail 2
74.1
#2
Samsung Specialty Retail 2
21.3
#11
Castlery Specialty Retail 1
36.2
#8
McKesson Medical-Surgical Specialty Retail 1
20.3
#15
Menards Specialty Retail 1
19.3
#18
400 tracked brands named in 338 sampled answers · top 10 shown Counted from stored answers that name the brand and cite the source
Our Methodology

Our Approach to Gathering AI Visibility Data

We process millions of real prompts across AI Mode, ChatGPT, Copilot and Perplexity, then track which brands, products, and domains show up in the answers. That's the raw data behind every score in the Index.

Real Intent Capture

This data results from processing millions of real user prompts. We use advanced semantic and agentic processing to categorize them and define intent, filtering out noise to focus on high-value queries.

Global Model Interrogation

We run these prompts across the tracked models and across every market we cover, so each market is scored on its own answers rather than on a global average applied everywhere.

Attribution Mapping

We analyze the generated answers to capture the "Kingmaker" domains: the specific sources models cite most often in the answers that name a brand, so you can see which sources the models lean on where you appear and where you do not.

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FAQ · Specialty Retail

Questions?
We Have
the Answers.

A citation profile shows how often a domain is cited as a source in sampled AI answers, and which brands those citations support.

reddit.com currently grounds 3.8% of cited answers in Specialty Retail.

Monthly. Each edition re-samples the tracked prompt set so month-over-month figures are directly comparable.