Volcanic Wine Awards | The Jancis Robinson Story | Mission Blind Tasting

Best wine label scanning apps

• 5 min read
Image

16 January 2020 Coming up for four years after this article was published, little has changed in the world of label-scanning apps. Vivino and Delectable remain the main players, with Vivino still the most popular and most useful overall. For full reviews, see the complete article below.

18 April 2016  When the first wine label scanning apps appeared around three years ago, it seemed like pocket-sized alchemy. Now, anybody could identify a wine from a photograph taken using their smartphone. It was revelatory.

Today, such is the fickle nature of progress, that this technology seems so routine as to be almost mundane. Yet these apps are still miraculous pieces of engineering, and indeed they continue to improve every year – hence this new round-up of the main contenders, following on from last year's review.

This year, I reviewed seven label-scanning apps: Vivino, Delectable, Wine-Searcher, CellarTracker, Hello Vino, Drync and Snooth. I used the same five identical label shots (below) with each one. The wines were deliberately selected to include a distinctive, well-known label such as Penfolds Bin 8, a much more obscure wine in the shape of Bouvet Rubis (a sparkling red from the Loire),  a tricky pair of Côtes d'Auvergne bottles which have identical labels yet are different coloured wines (rosé and red) and a New Zealand Sauvignon Blanc with lots of small writing on the label. I scored each app for time, accuracy, editability and added features.

So, how did they fare? Considering they all centre around the same basic proposition, there is in fact a huge difference in quality. First, let's look at the four which underperformed.

THE UNDERPERFORMERS

 

Snooth
Cost: Free, but $4.99 to use label scanner
Score: 0/10
This hasn't worked properly since I first reviewed it in 2014, yet it has the temerity to charge for the privilege. Avoid at all costs.

 

Drync
Cost: free
Score: 2/10
The Spy Valley and Penfolds were partially correctly identified, but labels which it couldn't identify at all needed to be submitted for manual verification. The response took four to five hours, which is a big problem for the smartphone expectation of instantaneous solutions.

 

Hello Vino
Cost: free, but $0.99 for five label scans or $4.99 for unlimited label scans
Score: 4/10
The main point of this app is to give you recommendations of what to buy, but it does include a label-recognition feature. Unfortunately, its reliability is very limited and when a label is not recognised, it gives the user no options to add a new wine. Compared with the best apps, this is not recommended.

 

Cellartracker
Cost: free
Score: 6/10
Much beloved of wine collectors for its online wine database system, CellarTracker uses Vivino (see below) to identify its labels. It's a slightly slower experience than using Vivino natively, but the accuracy of identification is good. However, editability was let down by an awkward interface that was either bug-ridden or illogical, or possibly both. I expect this would be easy enough to get used to, but the usability factor was definitely inferior to the best examples of label-scanning apps. Even so, anyone who already uses CellarTracker online may well find this the most useful option.

THE MAIN CONTENDERS

 

Wine-Searcher
Cost: free
Score: 7/10
Wine-Searcher has cornered the market in wine price data and is an unrivalled resource in that regard. That gives it a distinct advantage when searching for wines, as it can offer extensive availability and price information. However, the label recognition feature does not perform brilliantly. Although it is very speedy, there were no 100% correct identifications, and in some cases the matchings suggested were wildly inaccurate. It was fairly easy to correct these, however, through a text search through their main database. If price information is your primary need, this may be the most appropriate app for your needs.

 

Delectable
Cost: free
Score: 8/10
Since reviewing Delectable last year, a major upgrade has seen the addition of a shop which allows you to buy wine through your phone and have it delivered. This is the logical extension for label-scanning apps – especially those which are free, and therefore have to generate revenue by other means. Delectable's answer is a completely separate app called Banquet, which currently operates only in the US. As for the original app, it still looks and feels great to use, but has some shortcomings regarding accuracy. 

None of the five wines I scanned was identified 100% correctly with the most common mismatch being wine colour and grape variety. In most cases, the correct option was then offered in a list of other potential matches, but this was not an ideal system. The list was often long and in apparently random order, so it was not easy to find the correct wine. Furthermore, their database offered multiple entries for the same wine in some cases. This is the scourge of all wine data systems, and can be sympathised with, but it leaves the user with an impression of messiness – especially when compared with its closest rival.

 

Vivino
Cost: free, or premium for £3.99 per month.
Score: 10/10
Once again, Vivino reigns supreme. Their label-recognition algorithm is by far the best on the market. It was the only app to identify two out of the five labels with 100% accuracy (including vintage, which is often the hardest aspect) and offered very easy editability for the other three, which required minimal corrections. This mostly involved selecting a wine from a list of close alternatives. It clearly has the largest and cleanest set of data regarding wine labels, and has probably garnered the critical mass to retain its top position almost indefinitely. It is certainly the best choice for anyone who wants the most useful results when scanning a wine label, and it also has a host of handy added features. 

Like Delectable, this now includes a shopping option, which offers an average price as well as a 'buy' link. These connect to an external retailer's website, using data that I'd imagine is provided by Wine-Searcher. In terms of convenience, this is about as good as it gets (though see our Members' forum to read about a customer's real experience). All of the most vital features are available for free, but the premium upgrade adds personal recommendations, expert ratings and cellar management. This would be useful for heavy users but isn't necessary otherwise. Vivino is an impressive, well-designed and very useful app and remains the gold standard among its peers.

A FEW OTHER WINE APPS

Some other apps from the many thousands available that might be worth your attention are as follows:

  • Enosocial, an Italian app primarily designed to tell you about nearby wineries
  • Wherewhenwine (not yet released) this new app promises to show you tasting events around the world
  • Plonk is a user-friendly app to provide basic guidance on how to choose wine, created by one of the UK's largest importers, Bibendum
  • Winery Passport calls itself 'the wine industry's most downloaded mobile app for winery tourism' and is designed to help you find tasting rooms across the US and Canada
  • Tipple offers a series of prompts to help you construct a tasting note, and keeps a record of all wines tasted. It's a slightly laborious process, but could be useful for newcomers to wine
  • Raisanable was a much-heralded app that revealed the mark-up on restaurant wine lists, which was understandably loathed by restaurateurs. Intriguingly, it seems to have disappeared from the app store.

 

选择方案
会员
$135
/year
每年节省超过15%
适合葡萄酒爱好者
  • 存取 295,091 条葡萄酒点评 & 16,087 篇文章
  • 存取《牛津葡萄酒指南》《世界葡萄酒地图集》
核心会员
$249
/year
 
适合收藏家
  • 存取 295,091 条葡萄酒点评 & 16,087 篇文章
  • 存取《牛津葡萄酒指南》《世界葡萄酒地图集》
  • 提前 48 小时获取最新葡萄酒点评与文章
专业版
$299
/year
供个人葡萄酒专业人士使用
  • 存取 295,091 条葡萄酒点评 & 16,087 篇文章
  • 存取《牛津葡萄酒指南》《世界葡萄酒地图集》
  • 提前 48 小时获取最新葡萄酒点评与文章
  • 可将最多 25 条葡萄酒点评与评分 用于市场宣传(商业用途)
商务版
$399
/year
供葡萄酒行业企业使用
  • 存取 295,091 条葡萄酒点评 & 16,087 篇文章
  • 存取《牛津葡萄酒指南》《世界葡萄酒地图集》
  • 提前 48 小时获取最新葡萄酒点评与文章
  • 可将最多 250 条葡萄酒点评与评分 用于市场宣传(商业用途)
Pay with
Visa logo Mastercard logo American Express logo Logo for more payment options
Join our newsletter

Get the latest from Jancis and her team of leading wine experts.

By subscribing you agree with our Privacy Policy and provide consent to receive updates from our company.

More Free for all

female urban hands each holding a glass of wine - Shutterstock
Free for all 保琳·维卡德 (Pauline Vicard) 问道,葡萄酒还能证明其文化相关性吗?这个问题的答案,而非经济学,可能会变得至关重要...
Thomas Walk Vineyard in Kinsale
Free for all 詹西斯 (Jancis) 被翡翠岛的杂交葡萄品种所折服。本文的简化版发表于金融时报 (Financial Times)。爱尔兰时报...
Ungrafted monastrell vines in Jumilla
Free for all 4 June 2026 In advance of the 2026 Old Vine Conference on 8 June, we’re republishing this overview of our...
Institute of Masters of Wine logo
Free for all 随着我们的萨姆·科尔-约翰逊 (Sam Cole-Johnson) 和其他216人准备参加下周的MW考试...

More from JancisRobinson.com

Tertius Boshoff of Stellenrust shows off multiple Chenins in London
Tasting articles 在5月伦敦举办的大型南非品鉴会上展示的众多开普白诗南和白诗南混酿酒款得到了评鉴。斯特伦拉斯特酒庄 (Stellenrust) 的特蒂乌斯...
The Pacific ocean view from Flowers Vineyards
Don't quote me 克里斯·霍华德 (Chris Howard) 问道,如果有火山葡萄酒这样的概念,那么能否有海洋葡萄酒?上图...
Beaujolais vineyard harvest imminent
Tasting articles 博若莱的 Bien Boire('喝得好')比波尔多的期酒更有趣,并提供大量优秀的葡萄酒,娜塔莎·休斯 (Natasha Hughes)...
Alessandro Campatelli of Riecine
Tasting articles 炎热年份中的惊喜。上图,里埃奇内 (Riecine) 酒庄的总监兼酿酒师(现在也是庄主)亚历山德罗·坎帕泰利 (Alessandro...
Japanese Wine by Nick Rowan - book cover
Book reviews 尼克·罗文 (Nick Rowan) 的新书是一本极其完整的日本葡萄酒(和奶酪!)指南,适合业余爱好者和专业人士。 日本葡萄酒 历史、产区...
Ballymaloe House May 2026
Nick on restaurants An international institution in the southern Irish countryside. In 2011 I travelled to Ballymaloe House, a 40-minute drive from Cork...
Pine Ridge Chenin Blanc-Viognier bottle and glass of wine outdoors, on table with books
Wines of the week 一款适合夏日的丝滑白葡萄酒,广泛供应,价格仅从 8.99美元,20.90英镑 起。 这是纳帕酒庄松岭 (Pine Ridge) 的隐藏爆款...
Split Rail vineyard
Tasting articles 加利福尼亚最西端葡萄园探索系列第四部分。上图为科拉利托斯 (Corralitos) 的分轨葡萄园 (Split Rail vineyard)...
Wine inspiration delivered directly to your inbox, weekly
Our weekly newsletter is free for all
By subscribing you're confirming that you agree with our Terms and Conditions.