Couple with opposite tastes, Friday date night

Two people with opposite tastes, one of them vegetarian. One place has to work for both.

The people are fictional. Their tastes went through the real agent and real Qloo data.

Nisha
Taylor Swift · Friends · sushi
Arjun
Ilaiyaraaja · Super Deluxe · masala dosa
vegetarian

Replay of a real run recorded 2026-10-22 · Bengaluru

Friday date night: drinks and dinner at Don't Tell Mama, HSR Layout

Don't Tell Mama · ₹₹ · 14, 9th Main, 13th Cross Rd, below The Elite Royale, Sector 6, HSR Layout Bengaluru, Karnataka 560034 India

Nisha: Nisha, this lively spot connects to your Taylor Swift and Friends vibe, and it has an Oriental menu too, so you've got options.
Arjun: Arjun, it also links to your Ilaiyaraaja and Super Deluxe taste, and the menu has plenty of vegetarian dishes for you.

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X-ray: the Qloo data behind this plan

1. Tastes matched to Qloo

Nisha: “Taylor Swift” → Taylor Swift (artist)
Nisha: “Friends” → Friends (tv_show)
Nisha: “sushi” → Sushi (tag)
Arjun: “Ilaiyaraaja” → Ilaiyaraaja (artist)
Arjun: “Super Deluxe” → Super Deluxe (movie)
Arjun: “masala dosa” → Masala Dosa (tag)

2. Fair ranking (each person's percentile in the pool · Qloo affinity)

Place	Nisha	Arjun
Don't Tell Mama	87 · 0.754	93 · 0.828
Hard Rock Cafe Bengaluru	93 · 0.755	73 · 0.824
Soul City	67 · 0.753	100 · 0.840
Cafe Down The Alley	100 · 0.756	67 · 0.821
Happy Brew Bar & Kitchen	73 · 0.753	53 · 0.820

Bold = least happy person for that place. The top row is the pick.

Left out as fast food or takeaway: Burger King, KFC, Pizza Hut | Koramangla, Bangalore

3. Evidence each reason cites

Nisha: Qloo links this place to their taste "Taylor Swift" (Taylor Swift); Qloo links this place to their taste "Friends" (Friends); Cuisine: Don't Tell Mama offers a diverse menu featuring a mix of bar food, Indian, Italian, and Oriental dishes. Signature items include tandoori starters, peri-peri specialties,…
Arjun: Qloo links this place to their taste "Ilaiyaraaja" (Ilaiyaraaja); Qloo links this place to their taste "Super Deluxe" (Super Deluxe); Lively pub and lounge in HSR Layout offering cocktails, dancing, and a mix of vegetarian and non-vegetarian bar dishes.

4. Every Qloo call (11)

cache /search?query=Taylor+Swift&take=3&types=urn%3Aentity%3Aartist
cache /search?query=Friends&take=3&types=urn%3Aentity%3Atv_show
cache /v2/tags?filter.query=sushi&take=5
cache /search?query=Ilaiyaraaja&take=3&types=urn%3Aentity%3Aartist
cache /search?query=Super+Deluxe&take=3&types=urn%3Aentity%3Amovie
cache /v2/tags?filter.query=masala+dosa&take=5
cache /v2/insights?filter.location.query=Bengaluru&filter.popularity.min=0.3&filter.price_level.min=1&filter.tags=urn%3Atag%3Acategory%3Aplace%3Arestaurant&filter.type=urn%3Aentity%3Aplace&signal.interests.entities=4BBEF799-A0C4-4110-AB01-39216993C312%2C4E62202B-3672-4B2E-A21F-C5EA4A0BA01F%2CFC0BC685-BFA4-4A0C-A0FA-376B31E729D6%2CF2AF92BB-30DA-42D6-9951-11A141C81123&signal.interests.tags=urn%3Atag%3Agenre%3Aplace%3Arestaurant%3Asushi%2Curn%3Atag%3Aspecialty_dish%3Aplace%3Amasala_dosa&take=25
cache /v2/insights?filter.location.query=Bengaluru&filter.popularity.min=0.3&filter.price_level.min=1&filter.tags=urn%3Atag%3Acategory%3Aplace%3Arestaurant&filter.type=urn%3Aentity%3Aplace&signal.interests.entities=4BBEF799-A0C4-4110-AB01-39216993C312%2C4E62202B-3672-4B2E-A21F-C5EA4A0BA01F&signal.interests.tags=urn%3Atag%3Agenre%3Aplace%3Arestaurant%3Asushi&take=10
cache /v2/insights?filter.location.query=Bengaluru&filter.popularity.min=0.3&filter.price_level.min=1&filter.tags=urn%3Atag%3Acategory%3Aplace%3Arestaurant&filter.type=urn%3Aentity%3Aplace&signal.interests.entities=FC0BC685-BFA4-4A0C-A0FA-376B31E729D6%2CF2AF92BB-30DA-42D6-9951-11A141C81123&signal.interests.tags=urn%3Atag%3Aspecialty_dish%3Aplace%3Amasala_dosa&take=10
cache /v2/insights?feature.explainability=true&filter.location.query=Bengaluru&filter.popularity.min=0.3&filter.price_level.min=1&filter.results.entities=3253A79B-171A-45FF-86FE-6AD1EE789688%2C5A52FD0F-DFB8-4344-A8FE-4BC28E6E9CF3%2C4E2A2771-6B4A-4C88-BB6E-320ABE325A6B%2C72517A95-EA1E-4AEF-886A-C38E2250E384%2C5FDD9834-ABB6-48F5-93A4-B7C2F5CA84A3%2C069F810D-DE3B-4F50-9940-06B4881263D6%2C06A00776-DEBB-4A17-B8C2-7086623A8118%2C5CFA0AF7-2764-41D6-9F42-F909DCA00B64%2C59D00C0C-9F92-46CC-88C3-72F7AC567CB1%2CF95EFB9D-5FEC-4627-A32A-121B5727551A%2CE7F49F61-990D-485D-ABD2-58794D95120C%2C4D1E9065-706D-4359-8885-A9041FD506D3%2C22B0C530-2A61-45FB-B45D-1219E8F195F9%2C25CF2AD5-190B-45E0-9BA6-B9446DEC6C07%2CE4EDAB6E-FDE6-4575-9EE0-1A08CF8D2D31%2C27E5FECB-B9C2-4942-B34B-7686EBD5A4EB&filter.tags=urn%3Atag%3Acategory%3Aplace%3Arestaurant&filter.type=urn%3Aentity%3Aplace&signal.interests.entities=4BBEF799-A0C4-4110-AB01-39216993C312%2C4E62202B-3672-4B2E-A21F-C5EA4A0BA01F&signal.interests.tags=urn%3Atag%3Agenre%3Aplace%3Arestaurant%3Asushi&take=16
cache /v2/insights?feature.explainability=true&filter.location.query=Bengaluru&filter.popularity.min=0.3&filter.price_level.min=1&filter.results.entities=3253A79B-171A-45FF-86FE-6AD1EE789688%2C5A52FD0F-DFB8-4344-A8FE-4BC28E6E9CF3%2C4E2A2771-6B4A-4C88-BB6E-320ABE325A6B%2C72517A95-EA1E-4AEF-886A-C38E2250E384%2C5FDD9834-ABB6-48F5-93A4-B7C2F5CA84A3%2C069F810D-DE3B-4F50-9940-06B4881263D6%2C06A00776-DEBB-4A17-B8C2-7086623A8118%2C5CFA0AF7-2764-41D6-9F42-F909DCA00B64%2C59D00C0C-9F92-46CC-88C3-72F7AC567CB1%2CF95EFB9D-5FEC-4627-A32A-121B5727551A%2CE7F49F61-990D-485D-ABD2-58794D95120C%2C4D1E9065-706D-4359-8885-A9041FD506D3%2C22B0C530-2A61-45FB-B45D-1219E8F195F9%2C25CF2AD5-190B-45E0-9BA6-B9446DEC6C07%2CE4EDAB6E-FDE6-4575-9EE0-1A08CF8D2D31%2C27E5FECB-B9C2-4942-B34B-7686EBD5A4EB&filter.tags=urn%3Atag%3Acategory%3Aplace%3Arestaurant&filter.type=urn%3Aentity%3Aplace&signal.interests.entities=FC0BC685-BFA4-4A0C-A0FA-376B31E729D6%2CF2AF92BB-30DA-42D6-9951-11A141C81123&signal.interests.tags=urn%3Atag%3Aspecialty_dish%3Aplace%3Amasala_dosa&take=16

Receipt: 11 Qloo calls (11 from cache) · 5 model turns · 23,696 in / 691 out tokens · 11.3 s · claude-sonnet-5-5

Without Qloo vs with Qloo

Same model (claude-sonnet-5-5), same group, same writing rules. The only difference: no Qloo tools. Generated once on 2026-10-22 and stored.

Without Qloo

Matsuri, Indiranagar

Qloo has it as Matsuri · 10-6, Lavelle Road Shanthala Nagar, Ashok Nagar Bengaluru, Karnataka 560001 India

Nisha: Nisha, you get proper sushi and Japanese comfort food in a cosy, buzzy spot that feels perfect for a Friday night out.
Arjun: Arjun, there are solid vegetarian options like veg sushi, tempura and noodles, so you won't be stuck with a sad side dish, and we can grab filter coffee and a masala dosa somewhere nearby afterwards.

These reasons aren't checked against any data.

With Qloo (the plan above)

Don't Tell Mama

Nisha: Nisha, this lively spot connects to your Taylor Swift and Friends vibe, and it has an Oriental menu too, so you've got options.
Arjun: Arjun, it also links to your Ilaiyaraaja and Super Deluxe taste, and the menu has plenty of vegetarian dishes for you.

Every reason cites Qloo evidence; see the X-ray.

How well each pick matches each friend's tastes
Friend	Without Qloo	With Qloo
Nisha	100	81
Arjun	0	94
Least happy friend	0	81

How this is measured, and what it doesn't prove

Both places are scored the same way: Qloo's affinity for each friend, from that friend's own tastes, turned into a percentile among the 16 candidate places plus the no-Qloo pick (100 = their best match there). Raw affinities: Nisha 0.775 vs 0.754; Arjun 0.801 vs 0.828.

This uses Qloo's own taste model as the yardstick, and the candidate places are Qloo's recommendations, so it shows how far a generic guess is from each friend's taste profile. It isn't an independent test of whether real people would enjoy the evening more. The parts that need no Qloo score: whether a pick breaks someone's limits, and whether a reason is backed by data.

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