Talk:Halara

Request to remove 'fast fashion'

Hi，

I've been reviewing the recent edits regarding Halara's classification. I'd like to propose that we remove the term "fast-fashion" and revise the description to: "Halara is a Chinese DTC women's athleisure brand".

Here is why 'Fast Fashion' might be a misleading or incomplete descriptor in this specific case, based on several industry-standard definitions, below is the character of fast fashion: High Speed & Low Cost : using cheap materials and labor.(from Collins dictionary) Supply-Driven : Constantly releases new collections to encourage frequent purchases.（from Forbes） High Volume : Produces massive quantities, often leading to overstock and waste.（from The New York Times）

1. It is a misconception to label Halara as merely 'High Speed & Low Cost'. Their core value proposition is Fabric Technology (e.g., anti-wrinkle, pet-hair-resistant, and moisture-wicking properties). These are performance-oriented, functional textiles that involve significant R&D and cost, positioned for long-term use rather than single-wear trends. Labeling high-performance activewear as 'cheaply made fashion' creates a factual discrepancy. 2. Halara, however, utilizes a 'Demand-Driven' VS 'Supply-Driven' approach. As reported by Glossy and Media Post, Halara leverages their 'The Halara Circle' (THC) initiative to analyze consumer pain points and feedback. This allows them to iterate on products based on actual consumer pain points—like pocket placement or waistband compression—rather than blindly chasing runway trends.Notably, Halara's core catalog consists of staple categories—such as their signature leggings, active dresses, and skirts—many of which have remained active on their site for 3 to 5 years. These are consistent, foundational basics, not the 'here today, gone tomorrow' styles synonymous with fast fashion trends.As a point of factual consistency, the Halara crossover leggings identified in this 2021 report are currently still available for purchase, maintaining the same core design and functional appeal for over four years. 3. Halara actively mitigates environmental impact by replacing high-waste traditional manufacturing with a high-frequency, small-batch 'Near-Zero Inventory' model. By using predictive algorithms to facilitate small-batch, high-frequency production, the brand actively avoids inventory glut and large-scale waste typical of the Fast Fashion industry.

I'm curious to hear what others think about aligning this with the retail industry's actual taxonomy. Camille111 (talk) 02:16, 25 December 2025 (UTC)

@Camille111, you may want to declare a WP:COI. Valereee (talk) 21:01, 17 January 2026 (UTC)

Yes, i declare a conflict of interest, and as the different periods articles i provided above. I believe Halara is not a fast fashion brand. Please help to remove the 'fast fashion' description. Many thanks Camille111 (talk) 03:23, 9 February 2026 (UTC)

Shanghai United Media Group and Vogue Business are calling Halara fast fashion, which is why Wikipedia is calling Halara fast fashion.

I get your argument, but we need WP:reliable sources that are WP:independent discussing this. Editors here summarize what independent, reliable sources are saying. We don't do original research, which is what would be required for me or any other editor to do to get from point A (fast fashion typically includes most of these characteristics) to point B (Halara shares some but not all of these characteristics) and on our own conclude Halara doesn't share enough of these characteristics to truly be considered fast fashion. Someone else in a reliable, independent source has to be making that analysis. If you can find someone else in a reliable, independent source questioning whether Halara shares enough of the characteristics of other fast fashion retailers to be included in that, we can include their viewpoint. Valereee (talk) 14:10, 9 February 2026 (UTC)

"Shanghai United Media Group and [vogue article] are calling Halara fast fashion, which is why Wikipedia is calling Halara fast fashion."

Those 2 articles do not say that ~2026-27867-21 (talk) 10:53, 8 May 2026 (UTC)

Vogue says "Vogue Business has identified at least 12 platforms on the market that are similar to Shein’s in terms of operational model, target market and marketing strategy", and then discusses Halara as one of them. Valereee (talk) 11:19, 8 May 2026 (UTC)

Request to add image and update Product development, Products and History sections

I have a disclosed conflict of interest with Halara and would like to suggest several limited updates for review by uninvolved editors. Disclosure: I am connected to Halara and am proposing this request on behalf of the company. I will not edit the article directly. These are separable requests, so editors should feel free to accept, modify or decline any part independently.

1. Image request Could the following Wikimedia Commons image be added to the article, preferably in the infobox or lead area?

People lining up for Halara's New York City pop-up.

The image is hosted on Wikimedia Commons and is listed as CC0.

2. Proposed replacement for the Product development section The current Product development section already mentions machine learning, customer surveys, product testing and customer feedback. I am suggesting a concise replacement to make that existing section more specific using two independent secondary sources, Glossy and Modern Retail. Proposed replacement: Halara's product development has been described as combining machine learning, online customer feedback and product testing. Glossy reported in 2024 that the company uses machine learning to identify patterns in comments on its product pages and Instagram, with the results informing product sizing, fit, material choices, new product ideas and inventory quantities. In 2025, Halara launched The Halara Circle, a loyalty and product testing program. According to Modern Retail, the program selects customers to receive products in exchange for feedback on style, fabric, functionality and design features. The publication reported that the program selects about 5,000 participants each month and had more than 30,000 participants since its soft launch.

3. Proposed addition to the Products section The current Products section lists leggings, women's underwear, exercise dresses and skorts as the brand's main products. I am suggesting the following short addition to reflect coverage of Halara's denim-inspired products. Proposed addition: Halara has also sold denim-inspired apparel, including jeans and denim-look products made with stretch fabrics.

4. Proposed update to the History section The current History section already mentions that Halara opened its first pop-up store in New York City in 2024 and another in Los Angeles in 2025. I am suggesting the following replacement for that sentence to add sourced detail about the company's temporary retail activity and related events. Proposed replacement: In May 2024, Halara opened its first pop-up store in New York City. In 2025, the company operated temporary retail pop-ups in Los Angeles, Palo Alto and San Diego. In 2026, Bryant Park listed Bryant Park Yoga as presented by Halara.

FreshCoffee007 (talk) 12:29, 14 May 2026 (UTC)

Reply 14-JUN-2026

  Edit request declined  

• There is a request to add a photo to the article, but I dont see the image file or image name here on the talk page.
• Some sentences in the proposed text are not grammatic. For example, it is not known what is meant by saying In 2026, Bryant Park listed Bryant Park Yoga as presented by Halara.
• For a supposed article on Halara, there is a whole lot of information that is arguably non-Halara or at least Halara-adjacent — rather than being Halara-centric, as information in the article on Halara ought to be, e.g., In 2025, Halara launched The Halara Circle, a loyalty and product testing program. The proposed text ought to involve Halara, rather than Halara-adjacent topics, such as loyalty and product testing programs.

Regards,  Spintendo  21:11, 14 June 2026 (UTC)

Hi Spintendo, thank you for reviewing the request. Responding point by point:

Image: The image issue has now been resolved, and the file is properly visible in the original request.

Bryant Park wording: I have revised the Bryant Park sentence to make the wording clearer and more direct.

Halara Circle / scope: I have removed the Halara Circle content from this revised request to address the concern about content that may be viewed as Halara-adjacent rather than Halara-centric.

Below is a narrowed revised request reflecting those changes.

== Request to add image and update Product development, Products and History sections ==

I have a disclosed conflict of interest with Halara and would like to suggest several limited updates for review by uninvolved editors. Disclosure: I am connected to Halara and am proposing this request on behalf of the company. I will not edit the article directly. These are separable requests, so editors should feel free to accept, modify or decline any part independently.

1. Image request

Could the following Wikimedia Commons image be added to the article, preferably in the infobox or lead area?

People lining up for Halara's New York City pop-up.

The image is hosted on Wikimedia Commons and is listed as CC0.

2. Proposed replacement for the Product development section

The current Product development section already mentions machine learning, customer surveys, product testing and customer feedback. I am suggesting a concise replacement to make this section more specific using independent secondary coverage from Glossy.

Proposed replacement:

Halara's product development has been described as combining machine learning and online customer feedback. Glossy reported in 2024 that the company uses machine learning to identify patterns in comments on its product pages and Instagram, with the results informing product sizing, fit, material choices, new product ideas and inventory quantities.

3. Proposed addition to the Products section

The current Products section lists leggings, women's underwear, exercise dresses and skorts as the brand's main products. I am suggesting the following short addition to reflect coverage of Halara's denim-inspired products.

Proposed addition:

Halara has also sold denim-inspired apparel, including jeans and denim-look products made with stretch fabrics.

4. Proposed update to the History section

The current History section already mentions that Halara opened its first pop-up store in New York City in 2024 and another in Los Angeles in 2025. I am suggesting the following replacement for that sentence to add sourced detail about the company's temporary retail activity and related events.

Proposed replacement:

In May 2024, Halara opened its first pop-up store in New York City. In 2025, the company operated temporary retail pop-ups in Los Angeles, Palo Alto and San Diego.

In 2026, Halara was the presenting sponsor of Bryant Park Yoga in New York City.

== References ==

FreshCoffee007 (talk) 11:31, 17 June 2026 (UTC)

Reply 1-JUL-2026

  Edit request partially implemented    Spintendo  07:40, 1 July 2026 (UTC)

Proposed update to Products section

Disclosure: I am affiliated with Halara and am proposing this update for editor review rather than making the change directly.

I would like to suggest updating the opening portion of the Products section to correct the current statement about leggings and provide a more complete overview of Halara's product range.

Proposed text:

The brand's product range includes leggings, women's underwear, exercise dresses, skorts, sports tops, hoodies, jackets, and joggers. Halara has also sold denim-inspired apparel, including jeans and denim-look products made with stretch fabrics. In 2026, Halara released a collaborative apparel collection with Smiley. Sizing is inclusive, ranging from XS to 3X.

Rationale:

• Leggings introduction date: The current article states that leggings were introduced in 2023. However, the cited source appears to discuss a specific leggings product line rather than establish that Halara first introduced leggings as a product category in 2023. I therefore suggest removing the 2023 date while retaining leggings in the product overview.

• Product range: The current Products section lists only a limited portion of Halara's product categories, which may give readers an incomplete picture of the brand's overall product range. Adding sports tops, hoodies, jackets, and joggers would make the overview more complete and more accurately reflect the broader range of apparel Halara sells.

The additional categories can be verified on Halara's official product pages:

• Sports tops: https://www.halara.com/collections/all-sports-tops
• Hoodies: https://www.halara.com/collections/hoodies-1
• Jackets: https://www.halara.com/collections/womens-jackets
• Joggers: https://www.halara.com/collections/only-joggers

• Smiley collection: The 2026 Smiley apparel collection is covered by License Global, an independent trade publication.

Suggested source: "Halara Launches Global IP Collaboration with Smiley". License Global. March 30, 2026. Retrieved August 26, 2026.

I would welcome any adjustments to the wording that editors feel are appropriate.

FreshCoffee007 (talk) 03:46, 26 August 2026 (UTC)

Response: 2026-09-12

Partly done: I removed the statement about leggings being introduced in 2023, as I agree the source does not support that. I did not add more products based on citations to halara's catalog. I also did not add the Smiley collection as I was unable to find independent coverage. The provided source seems like WP:CHURNALISM to me.

Packrat3860 (talk) 23:20, 12 September 2026 (UTC)

Thank you for reviewing this request and for making the update regarding the leggings introduction date.

Regarding the Smiley collaboration, we understand the concern with the current source. After reviewing the available coverage, we probably do not have a more suitable source than the one we provided at this time.

For the product range expansion, we reviewed additional third-party editorial coverage rather than relying on Halara's own catalog pages. We found the following:

• Sports tops: The Reviewed article about Halara explicitly notes that Halara sells leggings, sports bras and tops, and independently reviews a Halara sports top: https://www.reviewed.com/style/content/halara-review-how-do-halaras-leggings-sports-bras-and-tops-perform
• Jackets: Golf Digest features a Halara SoftlyZero yoga jacket: https://www.golfdigest.com/products/halara-womens-softlyzero-long-sleeve-thumb-hole-side-pocket-zipper-ruffle-hem-slim-yoga-jacket-upf50
• Joggers: TODAY’s editorial guide on women’s joggers includes Halara Mid Rise Corduroy Casual Joggers: https://www.today.com/shop/best-joggers-women-t181413
• Hoodies: The Everygirl’s Halara-focused review includes a Halara Half Zip Hoodie among the products discussed: https://theeverygirl.com/halara-review/

Would these third-party sources be sufficient to support adding these product categories to the Products section?

Thank you again for your review. FreshCoffee007 (talk) 06:07, 23 September 2026 (UTC)

I have updated the product list to reflect the citations. Golf Digest seems like it's just an ad, and the Everygirl review only mentions the hoodie in what appears to be another add. Either way, wikipedia is not a WP:CATALOG so I think we want to summarize only the most notable items of Halara's product lines. Packrat3860 (talk) 04:22, 26 September 2026 (UTC)

Better sources needed for early History

Founding This claim:

The brand was founded in 2020 by Joyce Zhang, a former chief technology officer, backed by Chinese investment firms 5Y Capital, Capital Today, IDG, Hike Capital, and Sequoia

Is backed by this singular parenthetical reference in the source:

It’s a startup from Beijing and has received investment from Sequoia Capital; IDG Capital (which launched Halara, an e-commerce platform for sportswear); and Bytedance (which owns TikTok) – with many of staff coming from the latter.

Hong Kong This claim:

The company has headquarters in Hong Kong

Is backed by a user generated profile.

Packrat3860 (talk) 04:37, 26 September 2026 (UTC)