BiteKit dataUpdated daily

The BiteKit Food Logging Index

A live, aggregate view of what people ask BiteKit to analyze—from the foods that repeat most often to the growing role of photo logging.

Coverage: Jan 24, 2026–Oct 8, 2026No accounts or saved diaries included
8,888

Analysis requests

Photo, text, and voice inputs

3,295

Foods indexed

Normalized nutrition lookups

986

Seen more than once

Foods with repeat analysis activity

28.1%

Photo share

2,498 photo requests

How meals are analyzed

Text still leads. Photos are already significant.

Text and voice account for 71.9% of analysis requests. Photos account for 28.1%, showing that more than one in four requests now starts with an image.

Text or voice6,390
Photo2,498

Current signal

Greek Yogurt leads repeat lookups

Greek Yogurt has appeared in 138 analysis signals, ahead of the other generic foods in the public sample.

30.3%
of indexed foods are brand-specific
50
generic foods in the public explorer

Brand names are counted only in aggregate and are excluded from the public ranking.

Interactive index

Most repeated food lookups

Search the public sample or sort it by repeat analyses and estimated nutrition. Only generic foods with at least six total analysis signals are included.

50 foods shown
1

Greek Yogurt

Reference serving: 100g

138
analysis signals
59
cal
10.2g
protein
3.6g
carbs
0.4g
fat
2

Cooked Chicken Breast

Reference serving: 100g

106
analysis signals
165
cal
31g
protein
0g
carbs
3.6g
fat
3

Honey

Reference serving: 100g

104
analysis signals
304
cal
0.3g
protein
82.4g
carbs
0g
fat
4

Banana

Reference serving: 100g

96
analysis signals
89
cal
1.1g
protein
22.8g
carbs
0.3g
fat
5

Apple

Reference serving: 100g

94
analysis signals
52
cal
0.3g
protein
13.8g
carbs
0.2g
fat
6

Blueberries

Reference serving: 100g

85
analysis signals
57
cal
0.7g
protein
14.5g
carbs
0.3g
fat
7

Avocado

Reference serving: 100g

83
analysis signals
160
cal
2g
protein
9g
carbs
15g
fat
8

Egg

Reference serving: 1 large egg

71
analysis signals
78
cal
7.5g
protein
0.6g
carbs
5.4g
fat
9

Cooked White Rice

Reference serving: 100g

67
analysis signals
130
cal
2.7g
protein
28.2g
carbs
0.3g
fat
10

Sweet Potato

Reference serving: 100g

66
analysis signals
86
cal
1.6g
protein
20.1g
carbs
0.1g
fat
11

Olive Oil

Reference serving: 100g

53
analysis signals
884
cal
0g
protein
0g
carbs
100g
fat
12

Butter

Reference serving: 100g

50
analysis signals
717
cal
0.9g
protein
0.1g
carbs
81.1g
fat
13

Whole Milk

Reference serving: 100g

47
analysis signals
61
cal
3.3g
protein
4.7g
carbs
3.3g
fat
14

Tomato

Reference serving: 100g

43
analysis signals
18
cal
0.9g
protein
3.9g
carbs
0.2g
fat
15

Chicken Breast

Reference serving: 100g

42
analysis signals
165
cal
31g
protein
0g
carbs
3.6g
fat
16

Almond Milk

Reference serving: 1 cup (240 ml) unsweetened commercial almond milk

40
analysis signals
39
cal
1g
protein
3.5g
carbs
2.5g
fat
17

Cucumber

Reference serving: 100g

40
analysis signals
15
cal
0.6g
protein
3g
carbs
0.2g
fat
18

Ketchup

Reference serving: 100g

37
analysis signals
101
cal
1g
protein
25g
carbs
0.1g
fat
19

Milk

Reference serving: 100g

32
analysis signals
61
cal
3.2g
protein
4.8g
carbs
3.3g
fat
20

Grilled Chicken Breast

Reference serving: 100g

32
analysis signals
165
cal
31g
protein
0g
carbs
3.6g
fat
21

Parmesan Cheese

Reference serving: 100g

31
analysis signals
392
cal
36g
protein
3g
carbs
25g
fat
22

Lettuce

Reference serving: 100g

30
analysis signals
15
cal
1.4g
protein
2.9g
carbs
0.2g
fat
23

Rice Cake

Reference serving: 1 item (9g)

29
analysis signals
35
cal
0.7g
protein
7.3g
carbs
0g
fat
24

Mayonnaise

Reference serving: 100g

28
analysis signals
390
cal
0.9g
protein
23.9g
carbs
33.4g
fat
25

French Fries

Reference serving: 100g

28
analysis signals
312
cal
3.4g
protein
41g
carbs
15g
fat
26

Cottage Cheese

Reference serving: 100g

25
analysis signals
98
cal
11.1g
protein
3.4g
carbs
4.3g
fat
27

Chia Seeds

Reference serving: 100g

25
analysis signals
486
cal
16.5g
protein
42.1g
carbs
30.7g
fat
28

Mozzarella Cheese

Reference serving: 100g

25
analysis signals
280
cal
28g
protein
3g
carbs
17g
fat
29

Scrambled Egg

Reference serving: 1 large egg

25
analysis signals
79
cal
6.3g
protein
0.5g
carbs
5.3g
fat
30

Peanut Butter Powder

Reference serving: 100g

25
analysis signals
375
cal
41.7g
protein
41.7g
carbs
12.5g
fat
31

BBQ Sauce

Reference serving: 100g

25
analysis signals
75
cal
1.8g
protein
12.8g
carbs
1.8g
fat
32

Mashed Potatoes

Reference serving: 100g

23
analysis signals
113
cal
2g
protein
16.9g
carbs
4.2g
fat
33

Tomato Sauce

Reference serving: 100g

22
analysis signals
24
cal
1.2g
protein
5.3g
carbs
0.3g
fat
34

Egg White

Reference serving: 1 large egg white (33g)

22
analysis signals
17
cal
3.6g
protein
0.2g
carbs
0.1g
fat
35

Cheddar Cheese

Reference serving: 100g

21
analysis signals
403
cal
25g
protein
1.3g
carbs
33.1g
fat
36

Cream Cheese

Reference serving: 100g

20
analysis signals
350
cal
6.2g
protein
5.5g
carbs
34.4g
fat
37

Watermelon

Reference serving: 100g

20
analysis signals
30
cal
0.6g
protein
7.6g
carbs
0.2g
fat
38

Cherry Tomatoes

Reference serving: 100g

20
analysis signals
18
cal
1g
protein
4g
carbs
0.2g
fat
39

Strawberries

Reference serving: 100g

20
analysis signals
32
cal
0.7g
protein
7.7g
carbs
0.3g
fat
40

Ghee

Reference serving: 100g

20
analysis signals
900
cal
0g
protein
0g
carbs
100g
fat
41

Arugula

Reference serving: 100g

19
analysis signals
25
cal
2.6g
protein
3.7g
carbs
0.7g
fat
42

Sourdough Bread

Reference serving: 1 medium slice (59g)

19
analysis signals
188
cal
8g
protein
37g
carbs
1g
fat
43

Fried Egg

Reference serving: 1 large egg (46g)

18
analysis signals
90
cal
6.3g
protein
0.4g
carbs
6.8g
fat
44

Hard Boiled Egg

Reference serving: 1 large egg

18
analysis signals
78
cal
6.3g
protein
0.6g
carbs
5.3g
fat
45

Pineapple

Reference serving: 100g

18
analysis signals
50
cal
0.5g
protein
13.1g
carbs
0.1g
fat
46

Prosciutto

Reference serving: 100g

17
analysis signals
195
cal
27.8g
protein
0.3g
carbs
8.3g
fat
47

Fried Chicken

Reference serving: 10 pieces

17
analysis signals
475
cal
32g
protein
22g
carbs
25g
fat
48

Condensed Milk

Reference serving: 100 g

17
analysis signals
321
cal
7.9g
protein
54.4g
carbs
8.7g
fat
49

Boiled Egg

Reference serving: 1 large boiled egg (~50g)

16
analysis signals
78
cal
6.3g
protein
0.6g
carbs
5.3g
fat
50

Peanut Butter

Reference serving: 100g

16
analysis signals
597
cal
22g
protein
22g
carbs
51g
fat

Methodology

Useful evidence, with honest limits

What is counted

The headline count covers nutrition-analysis requests sent to BiteKit. Photo requests are separated from text or transcribed voice requests.

How foods are ranked

The explorer uses normalized generic items from a shared nutrition lookup cache. The count combines the first analysis with later cache matches.

Privacy threshold

A generic food needs at least six analysis signals to appear. Raw text, saved diary entries, account data, identifiers, photos, and weight history are never published.

Important limitations

Requests are not unique people, and the sample reflects BiteKit usage rather than the general population. Nutrition values are estimates for the serving shown.

Dataset last updated . Page data refreshes daily.

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Food Logging Index FAQ

What is the BiteKit Food Logging Index?+

The Food Logging Index is a daily-updated summary of aggregate nutrition-analysis activity in BiteKit. It shows broad food lookup patterns without exposing individual accounts, saved diaries, or raw meal descriptions.

Does the index contain personal food diaries?+

No. The public index does not read or publish saved food diaries, user identifiers, account information, weight history, or raw request text. Rankings come from aggregate reuse counts in BiteKit’s shared nutrition lookup cache.

How are the most analyzed foods ranked?+

Foods are ranked by the number of times a normalized generic food lookup was reused by BiteKit’s nutrition engine. A food must have at least six total analysis signals to appear in the public sample.

Are the nutrition numbers exact?+

No. Calories and macros are reference estimates for the serving shown. Recipes, brands, cooking methods, and portion sizes can change the result, so the figures should not be treated as medical advice.

How often is the data updated?+

The page refreshes its aggregate statistics from BiteKit’s production dataset daily. Counts will rise and rankings may change as more foods are analyzed.

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