Destination

Massachusetts in AI travel recommendations

Massachusetts shines for fine dining and family-friendly charm, but its family attractions story isn't standing out yet.

Massachusetts official site ↗

519

Questions asked

1,337

Places identified

20 of 20

Categories shifted this check

Aug 26, 2026

Last checked

Current score 5/100 Average of the four metrics below — how this score is calculated

Key takeaways

What this check tells you

Concentration

In Best Budget-Friendly Restaurants, Galleria Umberto, Gene's Chinese Flatbread Cafe, and George's Coney Island pull 29% of mentions versus the 16.7% they'd get if all entities were mentioned evenly.

Volatility

Best Budget-Friendly Restaurants saw 27 entities move across just 18 total tracked, the largest churn relative to its entity pool.

Concentration

Best Fine-Dining Restaurants shows O Ya, Asta, and Twenty-Eight Atlantic taking 33.3% of mentions, well above the 21.4% expected under even distribution.

Gap

Best Local Experiences is the least concentrated category tracked, with its top 3 picks earning only 8.9% of mentions against an expected 6.8%.

Generated from this check's data Updated Aug 26, 2026

Lead finding

Massachusetts scores a 0% distinctiveness rating on its 'Family Fun in Massachusetts' theme, far below the 25% network average.

The strongest signal for Massachusetts is a ThemeGap: the range of family attractions—museums, historic sites, and outdoor activities grouped under 'Family Fun in Massachusetts' or 'Bring the Kids'—is underrepresented in AI answers, scoring 0% distinctiveness versus a 25% network average. This is notable given that sentiment around Massachusetts themes is overwhelmingly positive, with 96% of 410 rated mentions positive, 3% neutral, and 0% negative. AI assistants consistently highlight family-friendly appeal alongside Fine Dining, Seafood, and upscale dining as core themes, with Budget-Friendly, casual dining, hidden gems, Luxury, off the beaten path, outdoor activities, and romantic dining as supporting themes. Despite this positive tone, the family attractions angle isn't standing out distinctly compared to other destinations.

How AI sees Massachusetts

Across the prompts we've tracked, AI most consistently associates Massachusetts with:

family-friendlyFine Diningoutdoor activitiesSeafoodupscale diningartBudget-Friendlycasual diningcolonial historycultural experiencefall foliagefarm-to-tablehidden gems

How Massachusetts benchmarks

Model agreement

Massachusetts 10%

Network average 8%

Distinctiveness

Massachusetts 0%

Network average 21%

Massachusetts's AI benchmark numbers compared to the network average across all tracked destinations.

Each metric shows two bars: Massachusetts's rate and the network average for that metric, so you can see how it compares. See how these scores are calculated.

Top picks by traveler intent

Rankings: Volatile

19 places moved rank this check

19 new

Neptune OysterNew 15 of 21

rank #1–#7

O YaNew 12 of 21

rank #1–#6

SarmaNew 9 of 21

rank #2–#13

Union Oyster HouseNew 9 of 21

rank #1–#14

Woodman's of Essex 9 of 21

rank #5–#13

Craigie on Main 8 of 21

rank #4–#12

Mamma MariaNew 8 of 21

rank #2–#8

The Red Lion InnNew 8 of 21

rank #4–#10

Rankings: Volatile

13 places moved rank this check

1 new1 in & out

The Newbury Boston 20 of 27

rank #1–#5

Chatham Bars Inn 18 of 27

rank #3–#14

The Wauwinet 18 of 27

rank #6–#10

Four Seasons Hotel One Dalton Street, Boston 16 of 27

rank #1–#6

Wequassett Resort and Golf Club 16 of 27

rank #4–#15

XV BeaconNew 12 of 27

rank #4–#10

Mandarin Oriental Boston 11 of 27

rank #2–#4

White Elephant 10 of 27

rank #4–#11

Rankings: Volatile

38 places moved rank this check

38 new

Fenway ParkNew 18 of 21

rank #1–#14

Freedom TrailNew 18 of 21

rank #1–#2

Museum of Fine ArtsNew 13 of 21

rank #2–#12

Boston Common and Public GardenNew 10 of 21

rank #2–#10

Plymouth Rock and Plimoth Patuxet MuseumsNew 10 of 21

rank #2–#20

Cape Cod National SeashoreNew 9 of 21

rank #4–#14

Faneuil Hall Marketplace 8 of 21

rank #3–#5

Harvard UniversityNew 8 of 21

rank #4–#13

Rankings: Volatile

11 places moved rank this check

1 in & out

Chatham Bars Inn 17 of 26

rank #1–#7

XV Beacon 13 of 26

rank #2–#11

The Wauwinet 12 of 26

rank #1–#7

The Wheatleigh 11 of 26

rank #2–#10

Boston Harbor Hotel↔ 9 of 26

rank #1–#8

Miraval Berkshires Resort & Spa 9 of 26

rank #4–#8

The Newbury Boston 9 of 26

rank #3–#10

Wequassett Resort and Golf Club 9 of 26

rank #2–#9

Rankings: Volatile

26 places moved rank this check

26 new

New England AquariumNew 18 of 21

rank #2–#4

Boston Children's MuseumNew 16 of 21

rank #1–#2

Museum of ScienceNew 16 of 21

rank #1–#4

Six Flags New EnglandNew 11 of 21

rank #6–#12

Franklin Park Zoo 10 of 21

rank #3–#6

Old Sturbridge VillageNew 10 of 21

rank #6–#14

Plymouth Rock and Plimoth Patuxet MuseumsNew 10 of 21

rank #1–#17

EcoTariumNew 9 of 21

rank #3–#15

Rankings: Volatile

27 places moved rank this check

2 new4 in & out

Galleria Umberto 17 of 39

rank #1–#17

George’s Coney Island 17 of 39

rank #5–#11

Miss Worcester Diner 17 of 39

rank #1–#12

Ba Lẹ Bakery 15 of 39

rank #1–#10

Harrison's Roast Beef 15 of 39

rank #1–#8

Lynwood Café 14 of 39

rank #1–#7

Gene’s Chinese Flatbread Cafe 12 of 39

rank #2–#13

Town Spa Pizza 10 of 39

rank #2–#10

See more categories

Rankings: Volatile

14 places moved rank this check

1 new2 returning2 in & out

O Ya 27 of 34

rank #1–#3

Grill 23 & Bar 19 of 34

rank #4–#10

Contessa 16 of 34

rank #2–#8

No. 9 Park 15 of 34

rank #2–#10

Menton 13 of 34

rank #1–#3

Sorellina 13 of 34

rank #2–#8

Twenty-Eight Atlantic 12 of 34

rank #3–#8

Pammy’s 11 of 34

rank #3–#12

Rankings: Volatile

44 places moved rank this check

22 new13 in & out

MASS MoCA 12 of 34

rank #7–#26

Woodman's of Essex 11 of 34

rank #1–#14

Farnham’s 9 of 34

rank #2–#15

Jamaica Plain 9 of 34

rank #1–#9

Arnold Arboretum↔ 8 of 34

rank #4–#22

J.T. Farnham's↔ 8 of 34

rank #2–#13

Woodman’s↔ 8 of 34

rank #1–#7

Berkshires 7 of 34

rank #5–#16

Rankings: Volatile

19 places moved rank this check

4 new4 in & out

Purgatory Chasm State Reservation 20 of 33

rank #2–#16

Hammond Castle 18 of 33

rank #2–#20

World's End 18 of 33

rank #2–#16

Mapparium 17 of 33

rank #1–#15

Halibut Point State Park 15 of 33

rank #1–#11

Natural Bridge State Park 15 of 33

rank #1–#9

Bridge of Flowers 11 of 33

rank #1–#10

Chesterfield Gorge↔ 9 of 33

rank #2–#9

Rankings: Volatile

33 places moved rank this check

5 new3 in & out

Union Oyster House 25 of 30

rank #1–#12

Woodman's of Essex 21 of 30

rank #1–#9

The Lobster Pot 17 of 30

rank #2–#16

Neptune Oyster 14 of 30

rank #2–#11

Clam Box 12 of 30

rank #2–#10

Kelly's Roast Beef 11 of 30

rank #5–#15

Arnold’s Lobster & Clam Bar 10 of 30

rank #5–#21

Regina Pizzeria 10 of 30

rank #2–#15

Rankings: Volatile

11 places moved rank this check

1 new3 returning

Contessa 15 of 28

rank #1–#10

Mamma Maria 14 of 28

rank #1–#5

The Old Inn on the Green 12 of 28

rank #1–#11

Ocean HouseBack 11 of 28

rank #4–#9

No. 9 ParkBack 9 of 28

rank #1–#6

Sorellina 9 of 28

rank #1–#8

Twenty-Eight Atlantic 9 of 28

rank #3–#7

Gibbet Hill Grill 7 of 28

rank #4–#11

Rankings: Volatile

12 places moved rank this check

1 new1 in & out

The Merchant 18 of 27

rank #1–#12

The Whitney Hotel Boston 14 of 27

rank #1–#3

Tourists 14 of 27

rank #3–#9

XV Beacon 14 of 27

rank #1–#3

The Verb Hotel 13 of 27

rank #1–#3

Faraway 11 of 27

rank #3–#10

The Porches Inn 9 of 27

rank #4–#12

Life House, Berkshires 7 of 27

rank #4–#7

Rankings: Volatile

27 places moved rank this check

6 new13 in & out

Woodman's of Essex 18 of 27

rank #1–#10

Mike's Pastry↔ 16 of 27

rank #2–#17

Modern Pastry↔ 16 of 27

rank #5–#18

Neptune Oyster 15 of 27

rank #1–#7

Union Oyster House 14 of 27

rank #1–#26

Antonio’s Restaurant 8 of 27

rank #9–#20

Prairie Whale 8 of 27

rank #15–#25

The Daily Catch 7 of 27

rank #5–#14

Rankings: Volatile

12 places moved rank this check

4 new3 in & out

Berkshires↔ 15 of 23

rank #1–#11

Salem 14 of 23

rank #1–#3

Cape Cod National Seashore 13 of 23

rank #1–#6

Lexington and Concord 13 of 23

rank #2–#7

Rockport 12 of 23

rank #1–#10

Plymouth / Plimoth Patuxet area 11 of 23

rank #2–#7

Martha's Vineyard↔ 6 of 23

rank #1–#10

MASS MoCA 4 of 23

rank #2–#6

Rankings: Volatile

28 places moved rank this check

5 new

HI Boston 9 of 22

rank #1–#4

Motel 6 9 of 22

rank #1–#10

Boston Common Hostel 4 of 22

rank #1–#5

La Quinta 4 of 22

rank #2–#6

Ramada by Wyndham Seekonk Providence Area 4 of 22

rank #1–#2

Boston Common Hotel and Conference Center 3 of 22

rank #1–#2

Irving House at Harvard 3 of 22

rank #3–#5

Quality Inn & Suites Northampton - Amherst 3 of 22

rank #9–#12

Rankings: Volatile

18 places moved rank this check

2 new

Mount Greylock 17 of 22

rank #1–#6

Wachusett Mountain 12 of 22

rank #1–#14

Halibut Point State Park 11 of 22

rank #2–#14

Aquinnah Cliffs 9 of 22

rank #6–#11

The Mohawk Trail 9 of 22

rank #3–#18

Piers Park 8 of 22

rank #4–#7

Castle Island 7 of 22

rank #5–#13

Fan Pier Park 7 of 22

rank #2–#8

Rankings: Volatile

13 places moved rank this check

13 new

Boston Marriott Long Wharf 12 of 21

rank #1–#8

Chatham Bars InnNew 12 of 21

rank #3–#10

Ocean Edge ResortNew 12 of 21

rank #1–#7

Cape Codder Resort & Spa 8 of 21

rank #1–#6

Cranwell Spa & Golf Resort 6 of 21

rank #7–#8

Great Wolf Lodge New EnglandNew 6 of 21

rank #1–#9

Jiminy Peak Mountain ResortNew 6 of 21

rank #7–#9

Kimpton Marlowe Hotel 6 of 21

rank #1–#9

Rankings: Volatile

18 places moved rank this check

18 new

Freedom TrailNew 17 of 21

rank #1–#2

Minute Man National Historical ParkNew 17 of 21

rank #1–#15

Adams National Historical ParkNew 16 of 21

rank #3–#18

Plymouth Rock and Plimoth Patuxet MuseumsNew 16 of 21

rank #2–#12

Old Sturbridge VillageNew 11 of 21

rank #4–#16

Lowell National Historical ParkNew 9 of 21

rank #5–#18

Salem Maritime National Historic SiteNew 8 of 21

rank #4–#11

Walden PondNew 8 of 21

rank #1–#19

Rankings: Volatile

35 places moved rank this check

35 new

New England AquariumNew 19 of 21

rank #2–#16

Museum of ScienceNew 18 of 21

rank #1–#19

Isabella Stewart Gardner MuseumNew 16 of 21

rank #1–#6

Museum of Fine ArtsNew 15 of 21

rank #1–#5

Peabody Essex MuseumNew 11 of 21

rank #3–#15

Boston Public LibraryNew 8 of 21

rank #5–#12

Boston Tea Party Ships & Museum 7 of 21

rank #3–#7

Harvard Museum of Natural HistoryNew 7 of 21

rank #3–#15

Rankings: Volatile

45 places moved rank this check

45 new

Wachusett MountainNew 10 of 21

rank #1–#5

Isabella Stewart Gardner MuseumNew 9 of 21

rank #6–#15

Jiminy PeakNew 9 of 21

rank #1–#3

Boston Common’s Frog PondNew 8 of 21

rank #2–#10

Salem’s So Sweet Chocolate & Ice Sculpture FestivalNew 7 of 21

rank #1–#17

Berkshire EastNew 6 of 21

rank #1–#3

First Night BostonNew 6 of 21

rank #8–#19

Museum of Fine ArtsNew 6 of 21

rank #7–#14

Massachusetts in AI travel recommendations

What this check tells you

Massachusetts scores a 0% distinctiveness rating on its 'Family Fun in Massachusetts' theme, far below the 25% network average.

How AI sees Massachusetts

How Massachusetts benchmarks

Top picks by traveler intent

Best Restaurants

Best Luxury Hotels

Must-See Attractions

Best Romantic Hotels

Best Attractions for Families

Best Budget-Friendly Restaurants

Best Fine-Dining Restaurants

Best Local Experiences

Best Hidden Gems

Best Local or Traditional Restaurants

Best Restaurants for Couples

Best Boutique Hotels

Best Food Experiences

Best Day Trips

Best Budget Hotels

Best Viewpoints

Best Family Hotels

Best Historical Attractions

Best Rainy-Day Attractions

Best Winter Experiences

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