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–Sep 19, 2026No accounts or saved diaries included
7,256

Analysis requests

Photo, text, and voice inputs

3,190

Foods indexed

Normalized nutrition lookups

965

Seen more than once

Foods with repeat analysis activity

28.0%

Photo share

2,035 photo requests

How meals are analyzed

Text still leads. Photos are already significant.

Text and voice account for 72.0% of analysis requests. Photos account for 28.0%, showing that more than one in four requests now starts with an image.

Text or voice5,221
Photo2,035

Current signal

Greek Yogurt leads repeat lookups

Greek Yogurt has appeared in 128 analysis signals, ahead of the other generic foods in the public sample.

30.1%
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

128
analysis signals
59
cal
10.2g
protein
3.6g
carbs
0.4g
fat
2

Cooked Chicken Breast

Reference serving: 100g

104
analysis signals
165
cal
31g
protein
0g
carbs
3.6g
fat
3

Apple

Reference serving: 100g

94
analysis signals
52
cal
0.3g
protein
13.8g
carbs
0.2g
fat
4

Honey

Reference serving: 100g

93
analysis signals
304
cal
0.3g
protein
82.4g
carbs
0g
fat
5

Banana

Reference serving: 100g

86
analysis signals
89
cal
1.1g
protein
22.8g
carbs
0.3g
fat
6

Blueberries

Reference serving: 100g

83
analysis signals
57
cal
0.7g
protein
14.5g
carbs
0.3g
fat
7

Avocado

Reference serving: 100g

77
analysis signals
160
cal
2g
protein
9g
carbs
15g
fat
8

Cooked White Rice

Reference serving: 100g

66
analysis signals
130
cal
2.7g
protein
28.2g
carbs
0.3g
fat
9

Egg

Reference serving: 1 large egg

65
analysis signals
78
cal
7.5g
protein
0.6g
carbs
5.4g
fat
10

Sweet Potato

Reference serving: 100g

63
analysis signals
86
cal
1.6g
protein
20.1g
carbs
0.1g
fat
11

Olive Oil

Reference serving: 100g

50
analysis signals
884
cal
0g
protein
0g
carbs
100g
fat
12

Butter

Reference serving: 100g

48
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

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
16

Cucumber

Reference serving: 100g

39
analysis signals
15
cal
0.6g
protein
3g
carbs
0.2g
fat
17

Chicken Breast

Reference serving: 100g

37
analysis signals
165
cal
31g
protein
0g
carbs
3.6g
fat
18

Ketchup

Reference serving: 100g

36
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

Lettuce

Reference serving: 100g

30
analysis signals
15
cal
1.4g
protein
2.9g
carbs
0.2g
fat
22

Parmesan Cheese

Reference serving: 100g

29
analysis signals
392
cal
36g
protein
3g
carbs
25g
fat
23

Mayonnaise

Reference serving: 100g

28
analysis signals
390
cal
0.9g
protein
23.9g
carbs
33.4g
fat
24

French Fries

Reference serving: 100g

28
analysis signals
312
cal
3.4g
protein
41g
carbs
15g
fat
25

Cottage Cheese

Reference serving: 100g

25
analysis signals
98
cal
11.1g
protein
3.4g
carbs
4.3g
fat
26

Scrambled Egg

Reference serving: 1 large egg

25
analysis signals
79
cal
6.3g
protein
0.5g
carbs
5.3g
fat
27

Peanut Butter Powder

Reference serving: 100g

25
analysis signals
375
cal
41.7g
protein
41.7g
carbs
12.5g
fat
28

Mozzarella Cheese

Reference serving: 100g

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

Chia Seeds

Reference serving: 100g

24
analysis signals
486
cal
16.5g
protein
42.1g
carbs
30.7g
fat
30

BBQ Sauce

Reference serving: 100g

24
analysis signals
75
cal
1.8g
protein
12.8g
carbs
1.8g
fat
31

Tomato Sauce

Reference serving: 100g

22
analysis signals
24
cal
1.2g
protein
5.3g
carbs
0.3g
fat
32

Cheddar Cheese

Reference serving: 100g

20
analysis signals
403
cal
25g
protein
1.3g
carbs
33.1g
fat
33

Cherry Tomatoes

Reference serving: 100g

20
analysis signals
18
cal
1g
protein
4g
carbs
0.2g
fat
34

Mashed Potatoes

Reference serving: 100g

20
analysis signals
113
cal
2g
protein
16.9g
carbs
4.2g
fat
35

Cream Cheese

Reference serving: 100g

20
analysis signals
350
cal
6.2g
protein
5.5g
carbs
34.4g
fat
36

Strawberries

Reference serving: 100g

19
analysis signals
32
cal
0.7g
protein
7.7g
carbs
0.3g
fat
37

Watermelon

Reference serving: 100g

19
analysis signals
30
cal
0.6g
protein
7.6g
carbs
0.2g
fat
38

Egg White

Reference serving: 1 large egg white (33g)

19
analysis signals
17
cal
3.6g
protein
0.2g
carbs
0.1g
fat
39

Rice Cake

Reference serving: 1 item (9g)

19
analysis signals
35
cal
0.7g
protein
7.3g
carbs
0g
fat
40

Arugula

Reference serving: 100g

18
analysis signals
25
cal
2.6g
protein
3.7g
carbs
0.7g
fat
41

Hard Boiled Egg

Reference serving: 1 large egg

18
analysis signals
78
cal
6.3g
protein
0.6g
carbs
5.3g
fat
42

Fried Egg

Reference serving: 1 large egg (46g)

17
analysis signals
90
cal
6.3g
protein
0.4g
carbs
6.8g
fat
43

Pineapple

Reference serving: 100g

17
analysis signals
50
cal
0.5g
protein
13.1g
carbs
0.1g
fat
44

Prosciutto

Reference serving: 100g

17
analysis signals
195
cal
27.8g
protein
0.3g
carbs
8.3g
fat
45

Condensed Milk

Reference serving: 100 g

17
analysis signals
321
cal
7.9g
protein
54.4g
carbs
8.7g
fat
46

Fried Chicken

Reference serving: 10 pieces

17
analysis signals
475
cal
32g
protein
22g
carbs
25g
fat
47

Sourdough Bread

Reference serving: 1 medium slice (59g)

16
analysis signals
188
cal
8g
protein
37g
carbs
1g
fat
48

Onion

Reference serving: 100g

15
analysis signals
40
cal
1.1g
protein
9.3g
carbs
0.1g
fat
49

Peanut Butter

Reference serving: 100g

15
analysis signals
597
cal
22g
protein
22g
carbs
51g
fat
50

Boiled Egg

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

15
analysis signals
78
cal
6.3g
protein
0.6g
carbs
5.3g
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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