This is a summary of the work we have done using hybrid AI/Human analysis of shopper reviews of the sweet biscuit category in Ocado. This analysis uses AI to understand what is new and different across huge volumes of text while the experienced human sifts the output looking for category relevance and actionability.
Highlights
Ocado has 875k (11.4%) of the 7.7m reviews across all categories in the Top 6 online grocery retailers*.
The Category has 4k (1%) of the 421k reviews across all brands in Ocado over 2021-23.
85 Biscuit brands have reviews on Ocado with an average of 47.8 reviews per brand
There is a big opportunity for all brands to improve their review presence in Ocado by getting at least 30 reviews per SKU and the important area to shoppers of the most recent 3 reviews.
Looking at individual SKUs in the category (see the Appendix for the full category list) 277 of the 308 listed need new reviews to optimise their sales online and in-store (see “How to get more reviews” below).
*Reports are available for the Top 6 grocery retailers (Tesco, ASDA, Sainsbury’s, Morrisons, Ocado and Waitrose plus Boots and Superdrug)
Bahlsen, Oreo, Border, Cadbury and Nairns have more than the minimum recommended average of 30 reviews per SKU. McVities, Harvey Nichols, Loacker and Daylesford are below that average. Most brands do not have the right level of freshness for their SKU ie less than 182 days old for the oldest of the Top 3 visible reviews. All brands have low (ie 1 or 2 Star) reviews for some SKUs in their Top 3 latest reviews. There is opportunity for all brands to improve the impact of their reviews in Ocado.
Top 10 Brands by total number of reviews |
No. of SKUs |
Ave Star Rating |
Total No. of Reviews |
Ave Reviews per SKU |
Oldest of Top 3 Reviews |
Lowest Rating of Top 3 |
Own Label |
52 |
4.1 |
1,118 |
21.5 |
386 |
1 |
McVities |
42 |
3.8 |
649 |
15.5 |
637 |
1 |
Bahlsen |
17 |
4.5 |
610 |
35.9 |
693 |
1 |
Harvey Nichols |
14 |
3.6 |
290 |
20.7 |
1,258 |
1 |
Oreo |
11 |
4.2 |
362 |
32.9 |
590 |
1 |
Border Biscuits |
10 |
4.5 |
570 |
57.0 |
147 |
1 |
Cadbury |
10 |
3.8 |
462 |
46.2 |
405 |
1 |
Nairns |
9 |
4.6 |
412 |
45.8 |
238 |
1 |
Loacker |
9 |
4.7 |
212 |
23.6 |
316 |
2 |
Daylesford |
8 |
3.4 |
115 |
14.4 |
1,608 |
1 |
Key:
Top 10 SKUs based on number on reviews |
Ave Star Rating |
Total No. of Reviews |
Oldest of Top 3 in days |
Lowest Rating of Top 3 |
Mikado Milk Chocolate Biscuits 75g |
4.6 |
183 |
25 |
1 |
Rhythm 108 Swiss Vegan Double Chocolate Hazelnut Biscuit Share Bag 135g |
4.3 |
170 |
19 |
5 |
Wagon Wheels Original 6 Pack 220g |
3.1 |
154 |
69 |
1 |
Biscuits Pan di Stelle 350g |
4.6 |
139 |
336 |
3 |
Nairns Dark Chocolate Chip Oat Biscuits 200g |
4.7 |
133 |
7 |
3 |
Cadbury Time Out Wafer Bar Multipack 7 x 21.2g |
4.0 |
119 |
117 |
1 |
Border Biscuits Sharing Pack 400g |
4.7 |
116 |
2 |
1 |
Jammie Dodgers Biscuits Minis 6 pack 6 x 20g |
3.9 |
106 |
11 |
4 |
Barny Milk Sponge Bear 5 Pack Multipack 125g |
4.1 |
105 |
24 |
4 |
Border Biscuits Old Fashioned Ginger Crunch 135g |
4.7 |
99 |
32 |
5 |
Bottom 10 SKUs based on number of reviews |
Ave Star Rating |
Total No. of Reviews |
Oldest of Top 3 in days |
Lowest Rating of Top 3 |
McVitie's Penguin Mint Biscuit 7 per pack |
5.0 |
1 |
102 |
5 |
McVitie's Club Orange 7 per pack |
4.0 |
1 |
108 |
4 |
Cadbury Dairy Milk Mint Fingers Chocolate Biscuits 114g |
3.0 |
1 |
35 |
3 |
Go Ahead Yoghurt Breaks Forest Fruit Snack 4 per pack |
2.0 |
1 |
62 |
2 |
McVitie's Gold Bars 7pk 7 per pack |
5.0 |
1 |
73 |
5 |
Harvey Nichols Amaretti Croccanti 120g |
5.0 |
1 |
81 |
5 |
Nairns Gluten Free Salted Caramel Biscuit Breaks 160g |
5.0 |
1 |
238 |
5 |
Walkers Shortbread Highlanders Shortbread 160g |
5.0 |
1 |
58 |
5 |
M&S Chocolate & Vanilla Cookies & Cream Biscuits 176g |
5.0 |
1 |
138 |
5 |
McVitie's Penguin Milk Chocolate Biscuit 14 per pack |
- |
|||
McVitie's Club Mint 7 per pack |
- |
Key:
Adding reviews to your products is a simple and fast way to increase your rate of sale online and offline. CheckoutSmart can add reviews for any SKU onto all major retailers' sites.
Contact us on sales@checkoutsmart.com for more information or go to our website for more on Smartreputation and how we work.
These are the top brand specific topics written about by reviewers:
Cadbury |
Border |
Bahlsen |
McVities |
Own Label |
Fingers |
Ginger |
Chocolate |
Digestive |
M&S |
Chocolate |
Selection |
Thick |
Hobnob |
Shortbread |
Snack |
Butterscotch |
Mint |
Palm oil |
Almond |
Cadbury
Border
Bahlsen
McVities
Own Label (for Ocado this includes M&S)
NB Regular reporting of new reviews for your category is available from CheckoutSmart for all Categories and retailers.
|
Cadbury |
Border |
Bahlsen |
McVities |
Own Label |
S
|
Biscuits are a good size for kids |
Excellent dark chocolate (with punchy ginger) |
Crunch biscuit is well liked |
The Classic McVities biscuit (Digestive & Rich Tea) |
Better than the leading brand |
Cadbury chocolate is nice |
As good as homemade |
Thick layer of milk chocolate |
So good you could eat the whole packet. |
Lovely light and buttery |
|
Perfect as a treat |
Come in handy packs |
Better than a (McVities) jaffa cake |
Kids love them / I loved them as a kid |
Great / Good at the price |
|
We
|
White chocolate too sweet |
Poor lid on packs, badly designed and slipping off (sharing pack) |
Not great for school lunches (Pickup) |
Digestives changed to taste and not appreciated |
Concerns about palm oil in M&S biscuits |
Fingers smaller than remembered |
Ginger flavour too strong for some |
Concern about containing Hazelnuts (Pickup) |
Size reduction not appreciated |
Belief the chocolate has changed and they are too sweet (M&S Extremely chocolatey sweet rounds) |
|
Been asked to review after receiving a free pack |
Been asked to review after receiving a free pack |
Buy them when they are on offer |
Palm Oil as part of the ingredients. |
Walpaper taste / burnt biscuit flavour (M&S Rich Tea) |
The strengths and weaknesses are derived using AI NLP analysis comparing reviews for each brand vs the category and using a human to interpret and summarise the results.
Further in depth insights can be obtained by looking across reviews in all retailers multiple categories including recent trends / trends over time. Contact us on sales@checkoutsmart.com for a bespoke proposal against your required scope.
Looking at 2023 vs 2022 reviews there is quite a lot of concern about Palm Oil and Price / Shrinkage. McVities suffered the majority of the Palm Oil concerns as noted above under Brand Top 3 themes.
If the recipe’s have been changed to remove Palm Oil then it would make sense to source new reviews to allow shoppers to see relevant opinions. Reviews should always be kept fresh anyway as they become less influential to shoppers after 6 months.
Palm Oil
“I only noticed after I bought these that they contain palm oil and I normally avoid the stuff. it's terrible for the environment and terrible for people, adding to inflammation. they are nice enough biscuits, bit of an artificial almond taste, not too sweet and a nice texture; light and crumbly and also occasional crunch of almonds in there. they are not as good as a buttery biscuit. why do so many biscuits have to contain palm oil. I'd rather have a smaller amount of better quality biscuits, without the nasty palm oil, at the same price.”
Price
“l switched to these from mcvities digestive due to the price , but l have decided that l would rather pay more and have mcvities as these are far to sweet" for my liking. these could be a decent biscuit if they weren't so full of sugar. why does m&s have to make everything so sweet as it often spoils a decent item!!!!"”
Shrinkage
“I love hobnobs they're great. giving a 1 star review for the package shrinkage and new plastic packet. reducing pack size is not cool, and this new pack design has a thicker plastic( so more plastic) than before. also won't stand up.”
M&S Chocolate Tea cakes
These get some recent strong negative feedback which should be addressed with product improvements and fresh reviews:
“bought these as you don't have tunnocks. they're terrible . will not bother again.”
“these are honestly awful, no taste, terrible consistency, dont waste your money.”
Further in depth insights can be obtained by looking across reviews in all retailers multiple categories including recent trends / trends over time.
Contact us on sales@checkoutsmart.com for a bespoke proposal against your required scope.