Sat, Nov 14 · 1 to 5 pm

Two Lines, One Table: Wings and Wheel

Hot wings and a big "2 lines" sign make a quick stop worth stepping inside for.

of $75 (est.): $70
community spot: 1
to spin: Free

Music

1
Layton Greene
2
Lil Keed
3
Rylo Rodriguez

Artists Qloo ranks for Atlanta, adults 18 to 24 and 25 to 29

Food and drinks

about $50

Loading the map...

9
Ameen Fish & Wings
0.5 mi away
- Hot wings, 3 trays, cut into small tasting cups · 3 trays at $12 eachabout $36
From any store
Creative suggestion (not from Qloo)
- Small paper cups, napkins and toothpicks for wing tasting · 1 bundle at $7about $7
- Poster board and thick marker for the big sign · 1 board and 1 marker at $6about $6
- Index cards for spin slips and walk-in cards · 1 pack at $1 eachabout $1

Pin numbers match the Community map. Prices are the plan’s estimates.

Wheel

Free to spin, no purchase needed

2 lines for $50/mo
2 lines for $50/mo with autopayYour choice
Bring your own phone
Bring your own phone, first month freeYour choice
Free phone when you switch
Free phone when you switch (select models)Your choice
9
$5 Ameen Fish & Wings
A $5 gift card to Ameen Fish & Wings.
Free wing cup
Spin lands here: one small cup of wings from the table.Creative suggestion (not from Qloo)

Slices in order, clockwise from the top. A numbered pin is that place on the Community map.

Prizes on the shopping list about $20

Gift cards for the wheel: Ameen Fish & Wingsabout $15
Gift card for the free drawing (Ameen Fish & Wings)about $5

Timeline

7 steps

12:15
Pick up the pre-ordered wing tray from Ameen Fish & Wings, and have it cut into small cups at pickup.
12:40
Set up the table, face the big sign toward the train exit, and start a playlist of Atlanta's top artists with Layton Greene.
1:00
Open. Staff hand out wing cups and invite people to spin the wheel. Every spin is free.
2:00
Busiest stretch after the train: each spin earns a slip and a card showing where to step inside.
2:15
Promo winners walk in with a staffer to see "2 lines for $50/mo with autopay" or "Bring your own phone, first month free".
4:00
Free drawing for a small gift card to Ameen Fish & Wings. No purchase or sign-up needed. Announce the winner at the table.
4:50
Pack up in 10 minutes: fold the sign, box the wheel, collect trash, wipe the table.

For judges

Compare with a generic AI planSame budget and promos, no Qloo

Stoop plan lines with a Qloo receipt: 3 of 7
generic plan lines with a Qloo receipt: 0
generic artists in Qloo's top 20: 0 of 3

Music
Generic
OutKast, Usher and Future: famous, but none of the 3 make Qloo's own top 20 for Atlanta adults 18 to 29
Stoop
Layton Greene, Lil Keed and Rylo Rodriguez: Qloo's #1, #2 and #3 for Atlanta adults 18 to 29
Food
Generic
Store-bought snacks, no spot named
Stoop
Hot wings from Ameen Fish & Wings, 0.5 miles from the door
Prizes
Generic
Gift cards, no spot named
Stoop
Gift cards to Ameen Fish & Wings
Places
Generic
Names no place near the store
Stoop
21 places within about 1 mile, from Qloo

Qloo decided: the playlist, the gift card and the snack spot.
Without Qloo, this plan has no local music and no community spots.

Both plans had the same inputs; only Qloo was left out.

How it was made35 steps · 11 Qloo calls

The storeAgent decision: Planning for West End Wireless, 870 Ralph David Abernathy Blvd SW, Atlanta, GA 30310Places are searched around the store's own point; taste is read for Atlanta as a whole.
Agent decision: Read the day: Saturday, November 14, 2026Hint only: It is mid-month, around a common payday. Hint only: It is a fall Saturday: college football is on, and game-day crowds can shift foot traffic.
City playlistQloo call: Asking Qloo which artists Atlanta adults 18 to 29 loveBy city name: a map point barely changes taste, so the city is the signal. The place Qloo reads is checked against the store's state.From cache
Qloo call: Reading the music styles Atlanta adults 18 to 29 lean towardFrom cache
Agent decision: Left out 4 identity tagsEach describes who people are, not what they play. Stoop reads taste, never identity.
Agent decision: Left out 20 noisy music tagsNot a style to play, or not the city's own.
Agent decision: Kept 6 music styles for AtlantaFrom the genres the city's top artists share, plus any broad style the city's own list carries; other city tags join only when the artists agree.
The communityQloo call: Finding food spots within about 1 mile of the storeFrom cache
Qloo call: Finding cafes, bakeries and dessert shops within about 1 mile of the storeFrom cache
Qloo call: Finding music venues and theaters within about 1 mile of the storeFrom cache
Qloo call: Finding parks within about 1 mile of the storeFrom cache
Agent decision: Left 3 places off the community listAdults-only nightlife: Esco Restaurant & Tapas. Built around alcohol (no alcohol at a sidewalk table): Wadada - Healthy Market & Juice Bar and Kava Mama.
Agent decision: Marked 5 national chainsMcDonald's, Krispy Kreme, Popeyes Louisiana Kitchen, Wendy's, Captain D's: fine for a gift card or a food run; co-promo partners are local independents.
Agent decision: Kept 21 places near the storeEvery one has a Qloo receipt: partners, gift cards and food runs come from this list.
Qloo call: Asking Qloo what people who love Tassili's Raw Reality Café, Boxcar at Hop City West End, Dat Fire Jerk Chicken playThe community's own independents as the signal: a test of what their fans play, next to the city's music, never instead of it.From cache
Agent decision: Left out the music the nearby places point toIts artists are mostly dated (median start year 2000) and sound like the city's list: a category profile, not these places.
Event conceptsAgent decision: Checked Claude's draft and sent 9 fixes backFor example, lines that quoted a price the manager didn't type, ran too long or left out the city's playlist.
Agent decision: Removed lines that ran too longThe city's playlist is added next.
Agent decision: Added the playlist to concept 1Every concept plays artists Qloo ranks for the city, written plainly.
Agent decision: Added the playlist to concept 2Every concept plays artists Qloo ranks for the city, written plainly.
Agent decision: Added the playlist to concept 3Every concept plays artists Qloo ranks for the city, written plainly.
Agent decision: Kept "Two Lines, One Table: Wings and Wheel"It scored 24 of 30 on the event rubric (bringing people inside counts double); 2 other concepts stay with their scores.
The planAgent decision: Added 1 drawing prize to the shopping listGift card for the free drawing (Ameen Fish & Wings).
Agent decision: Planned the day: 7 steps, 6 things to buyAbout $70 of the $75 budget, 3 bought from community partners.
Agent decision: Wrote a test: "Two Lines, One Table: Wings and Wheel" against "Hot Doughnut Hour at the Train Exit"B wins only if its walk-ins beat A's by 20% or more, each counted against that store's usual Saturday; otherwise keep A. One weekend is a first look, not proof.
Generic AI planAgent decision: Checked the generic plan's draft4 lines broke the rules every plan follows, so Claude wrote it again.
Agent decision: Wrote the generic plan with no QlooThe same facts and the same model, with no city or community data: every line is a creative suggestion.
Qloo call: Resolving the generic plan's "OutKast" to a Qloo artistFrom cache
Qloo call: Resolving the generic plan's "Usher" to a Qloo artistFrom cache
Qloo call: Resolving the generic plan's "Future" to a Qloo artistFrom cache
Qloo call: Checking the generic plan's artists against Qloo's picks for AtlantaOne call, one signal: the only fair way to compare affinities.From cache
Agent decision: Checked a generic pick against QlooOutKast: beats 0 of 20 of Qloo's own Atlanta artists, below their median.
Agent decision: Checked a generic pick against QlooUsher: beats 0 of 20 of Qloo's own Atlanta artists, below their median.
Agent decision: Checked a generic pick against QlooFuture: no measurable affinity for adults in Atlanta at these ages.
Agent decision: Flagged 3 generic choices in the generic planGeneric store-bought snacks: Snacks any table sets out, with nothing from the spots near the store. No place in this community: It names no food spot, venue or park Qloo found near the store, so any store in any city could run it. Music with no local signal: Qloo put 3 of its 3 checkable artists below the median of its own picks for Atlanta.

Fictional store. Not affiliated with or endorsed by T-Mobile.