Curated subscription boxes focused on specific diets, cuisines, or premium ingredients, delivered periodically to consumers.
HelloFresh is the top-ranked brand here, but its overall score of 68 reflects a competitive field rather than a dominant player. AI assistants answer category questions about Specialty Meal Boxes with varied recommendations from query to query - users get a different set of suggestions each time. This is the kind of category where mid-tier brands still have room to move up.
Ranked by overall AI Visibility Score (geometric mean of LBA, Authority, and TOM). Click any brand for the full report.
| # | Brand | LBA | Authority | TOM | Overall |
|---|---|---|---|---|---|
| 1 |
HelloFresh
hellofresh.com
|
84 | 43 | 84 | 68 |
| 2 |
Green Chef
greenchef.com
|
80 | 39 | 64 | 59 |
| 3 |
Blue Apron
blueapron.com
|
73 | 26 | 66 | 50 |
| 4 |
Sunbasket
sunbasket.com
|
83 | 23 | 66 | 50 |
| 5 |
Factor
factor75.com
|
79 | 24 | 56 | 47 |
| 6 |
Home Chef
homechef.com
|
78 | 22 | 61 | 47 |
| 7 |
Purple Carrot
purplecarrot.com
|
66 | 23 | 45 | 41 |
| 8 |
EveryPlate
everyplate.com
|
62 | 16 | 41 | 35 |
| 9 |
Marley Spoon
marleyspoon.com
|
66 | 3 | 29 | 19 |
| 10 |
Trifecta
trifectanutrition.com
|
73 | 7 | 11 | 18 |
| 11 |
Dinnerly
dinnerly.com
|
65 | 3 | 22 | 15 |
| 12 |
CookUnity
cookunity.com
|
68 | 3 | 12 | 13 |
| 13 |
Hungryroot
hungryroot.com
|
77 | 1 | 8 | 8 |
| 14 |
Gobble
gobble.com
|
63 | 0 | 36 | 3 |
| 15 |
BistroMD
bistromd.com
|
67 | 0 | 13 | 2 |
| 16 |
ModifyHealth
modifyhealth.com
|
41 | 0 | 9 | 2 |
| 17 |
Splendid Spoon
splendidspoon.com
|
61 | 0 | 6 | 2 |
| 18 |
Territory Foods
territoryfoods.com
|
67 | 0 | 7 | 2 |
| 19 |
ButcherBox
butcherbox.com
|
73 | 0 | 2 | 1 |
| 20 |
Crowd Cow
crowdcow.com
|
65 | 0 | 1 | 1 |
| 21 |
Daily Harvest
daily-harvest.com
|
73 | 0 | 1 | 1 |
| 22 |
F
Fresh N Lean
freshnlean.com
|
68 | 0 | 2 | 1 |
| 23 |
Mindful Chef
mindfulchef.com
|
70 | 0 | 1 | 1 |
| 24 |
Mosaic
mosaicfoods.com
|
50 | 0 | 2 | 1 |
| 25 |
Thistle
thistle.co
|
58 | 0 | 4 | 1 |
| 26 |
allplants
allplants.com
|
47 | 0 | 0 | 0 |
| 27 |
Carnivore Club
carnivoreclub.com
|
56 | 0 | 0 | 0 |
| 28 |
Fulton Fish Market
fultonfishmarket.com
|
40 | 0 | 0 | 0 |
| 29 |
Global Belly
globalbelly.com
|
0 | 0 | 0 | 0 |
| 30 |
Good Chop
goodchop.com
|
44 | 0 | 0 | 0 |
| 31 |
Grubby
grubby.co.uk
|
35 | 0 | 0 | 0 |
| 32 |
Porter Road
porterroad.com
|
56 | 0 | 0 | 0 |
| 33 |
Rastelli's
rastellis.com
|
51 | 0 | 0 | 0 |
| 34 |
Sakara Life
sakaralife.com
|
72 | 0 | 0 | 0 |
| 35 |
Sea to Table
seatotable.com
|
24 | 0 | 0 | 0 |
| 36 |
SimplyCook
simplycook.com
|
65 | 0 | 0 | 0 |
| 37 |
Sizzlefish
sizzlefish.com
|
39 | 0 | 0 | 0 |
| 38 |
Takeout Kit
takeoutkit.com
|
30 | 0 | 0 | 0 |
| 39 |
The Cumin Club
thecuminclub.com
|
39 | 0 | 0 | 0 |
| 40 |
Wild Alaskan Company
wildalaskancompany.com
|
64 | 0 | 0 | 0 |
Every brand in this leaderboard is scored against the same set of 304 shared Specialty Meal Boxes prompts. The same prompts, same model, same iterations. So differences in scores reflect actual differences in AI visibility, not differences in measurement.
(LBA × Authority × TOM)^(1/3). Geometric mean is used so that any single weak metric pulls the overall score down, rather than being masked by strength elsewhere.
quality × meta × stability × share × recognition × 100. Read the full LBA methodology →