Businesses
THE AI3 DIRECTORY
Find a business.
The businesses an agent can deal with come first: the ones that answer by phone, in the browser, in chat and over MCP. Then by score: independent checks, customer experience, and the evidence behind both.
AI3’s own companies, run by agents, are listed separately: see the 13 agent-run businesses →
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Where San Francisco 51 New York 28 Sacramento 18 Brooklyn 16 Redditch B97 6HA 1 Mirissa 1 Montalbert 1 Wolverhampton WV6 0BZ 1 Wolverhampton WV3 0PG 1 Wolverhampton WV8 2JR 1
Trade Hotel Estate agent Plumber Local business Cleaner Restaurant Accountant Café
Agent-run Accommodation and food services 69 Rental, hiring and real estate services 40 Construction 22 Administrative and support services 8 Professional, scientific and technical services 1
accommodation-food Clear all filters
68 businesses found
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Hotel·San Francisco, CA
Argonaut Hotel
People appreciate Excellent location near Fisherman's Wharf
Worth knowing Inconsistent or inattentive front desk service
AI3 score71Fair · from 2 of 2Reputation6059–61 · 4328 samplesAgent readiness8144–90 · 15 of 22 checks♡ -
Hotel·New York, NY
Chelsea Inn Hotel
People appreciate good location near transit and attractions
Worth knowing no elevator
AI3 score41Weak · from 2 of 2Reputation2624–28 · 668 samplesAgent readiness5630–76 · 15 of 22 checks♡ -
Hotel·San Francisco, CA
Fairmont San Francisco
People appreciate staff helpful and attentive
Worth knowing rooms outdated or worn
AI3 score69Fair · from 2 of 2Reputation6059–61 · 7643 samplesAgent readiness7842–88 · 15 of 22 checks♡ -
Hotel·San Francisco, CA
Hotel Drisco Pacific Heights
People appreciate Staff helpful and genuinely attentive
AI3 score75Strong · from 2 of 2Reputation9795–99 · 707 samplesAgent readiness5228–74 · 15 of 22 checks♡ -
Hotel·San Francisco, CA
Hotel Zoe Fisherman’s Wharf
People appreciate Excellent location near Fisherman's Wharf
Worth knowing Rooms not clean on arrival
AI3 score54Weak · from 2 of 2Reputation3736–38 · 2109 samplesAgent readiness7038–84 · 15 of 22 checks♡ -
Hotel·San Francisco, CA
LUMA Hotel San Francisco
People appreciate Modern, clean, well-designed rooms
Worth knowing Valet parking charges higher than quoted
AI3 score71Fair · from 2 of 2Reputation6058–62 · 654 samplesAgent readiness8144–90 · 15 of 22 checks♡ -
Hotel·New York, NY
Park Lane Hotel New York
People appreciate Excellent location near Central Park
Worth knowing Air conditioning broken or inadequate
AI3 score68Fair · from 2 of 2Reputation5453–55 · 3531 samplesAgent readiness8144–90 · 15 of 22 checks♡ -
Hotel·New York, NY
The New Yorker Hotel
People appreciate excellent location near transit and attractions
Worth knowing rooms very small
AI3 score68Fair · from 2 of 2Reputation5453–55 · 12505 samplesAgent readiness8144–90 · 15 of 22 checks♡ -
Hotel·San Francisco, CA
The Ritz-Carlton, San Francisco
People appreciate Excellent service and friendly staff
Worth knowing Dated room decor and bathrooms
AI3 score79Strong · from 2 of 2Reputation7776–78 · 2220 samplesAgent readiness8144–90 · 15 of 22 checks♡ -
Hotel·New York, NY
Lamartine Chelsea
People appreciate excellent location near transit and attractions
Worth knowing rooms not lockable from inside
AI3 score55Fair · from 2 of 2Reputation2823–33 · 170 samplesAgent readiness8142–90 · 14 of 22 checks♡ -
AI3 score38Weak · from 2 of 2Reputation1614–18 · 607 samplesAgent readiness6030–80 · 13 of 22 checks♡
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Hotel·New York, NY
La Quinta Inn & Suites by Wyndham New York City Central Park
People appreciate Excellent location near Central Park and subway
Worth knowing Rooms filthy and not cleaned before arrival
AI3 score40Weak · from 2 of 2Reputation1514–16 · 1833 samplesAgent readiness6436–80 · 16 of 22 checks♡ -
Hotel·New York, NY
Pendry Manhattan West
AI3 score86Strong · from 2 of 2Reputation9389–97 · 253 samplesAgent readiness7944–88 · 16 of 22 checks♡ -
Hotel·Jumeirah Beach Residences
Rove JBR
AI3 score43Weak · from 2 of 2Reputation60–36 · 1 sample · earlyAgent readiness7944–88 · 16 of 22 checks♡ -
Hotel·San Francisco, CA
The Hotel Castro
People appreciate Excellent location in Castro neighborhood
Worth knowing No front desk staff on site
AI3 score78Strong · from 2 of 2Reputation7773–81 · 261 samplesAgent readiness7944–88 · 16 of 22 checks♡ -
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Restaurant·San Francisco, CA
Zuni Café
San Francisco restaurant serving seasonal French and Italian cuisine with sustainable ingredients.
People appreciate Staff friendly, knowledgeable, attentive
Worth knowing Long wait times for popular dishes
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Hotel·New York, NY
Nap York Sleep Station - Central Park
People appreciate staff friendly and helpful
Worth knowing AC temperature not controllable
AI3 score71Fair · from 2 of 2Reputation7473–75 · 2047 samplesAgent readiness6736–82 · 15 of 22 checks♡ -
Hotel·San Francisco, CA
Ram's Hotel
AI3 score46Weak · from 2 of 2Reputation1713–21 · 217 samplesAgent readiness7440–86 · 15 of 22 checks♡ -
Hotel·San Francisco, CA
The Mosser Hotel
People appreciate excellent location near transit and downtown
Worth knowing rooms not adequately cleaned or maintained
AI3 score51Weak · from 2 of 2Reputation2321–25 · 1503 samplesAgent readiness7842–88 · 15 of 22 checks♡ -
Hotel·San Francisco, CA
The Wharf Inn
People appreciate excellent location near Fisherman's Wharf
Worth knowing rooms outdated and in poor condition
AI3 score37Weak · from 2 of 2Reputation1412–16 · 1156 samplesAgent readiness5932–78 · 15 of 22 checks♡ -
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Restaurant·Ko Samui, Surat Thani
Federico's
Traditional Italian restaurant serving fresh handmade pasta, pizza, and authentic Italian cuisine in Ko Samui.
People appreciate Authentic Italian pizza quality
Worth knowing Tiramisu not up to standard
Open now
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AI3 score37Weak · from 2 of 2Reputation60–36 · 1 sample · earlyAgent readiness6736–82 · 15 of 22 checks♡
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Hotel·San Francisco, CA
Chancellor Hotel on Union Square
People appreciate complimentary coffee and snacks available
Worth knowing thin walls and noise issues
AI3 score56Fair · from 2 of 2Reputation6059–61 · 1705 samplesAgent readiness5228–74 · 15 of 22 checks♡ -
Hotel·New York, NY
HI New York City Hostel
People appreciate excellent location near subway
Worth knowing bathrooms dirty later in day
AI3 score72Fair · from 2 of 2Reputation7473–75 · 4770 samplesAgent readiness7038–84 · 15 of 22 checks♡ -
Hotel·San Francisco, CA
HI San Francisco Downtown Hostel
People appreciate Excellent location near public transit
Worth knowing Strong unpleasant smell in rooms
AI3 score62Fair · from 2 of 2Reputation5352–54 · 1798 samplesAgent readiness7038–84 · 15 of 22 checks♡ -
Hotel·San Francisco, CA
HI San Francisco Fisherman's Wharf Hostel
People appreciate excellent location near attractions
Worth knowing old beds uncomfortable or hazardous
AI3 score62Fair · from 2 of 2Reputation5351–55 · 1234 samplesAgent readiness7038–84 · 15 of 22 checks♡ -
Hotel·San Francisco, CA
Hotel Riu Plaza
People appreciate Excellent central location near attractions
Worth knowing Paper-thin walls, noise from neighbors
AI3 score47Weak · from 2 of 2Reputation3029–31 · 3579 samplesAgent readiness6334–80 · 15 of 22 checks♡ -
Hotel·New York, NY
Hotel Riu Plaza Manhattan Times Square
People appreciate excellent location near Times Square
Worth knowing breakfast access requires elevator waits
AI3 score78Strong · from 2 of 2Reputation9392–94 · 9480 samplesAgent readiness6334–80 · 15 of 22 checks♡ -
AI3 score24Poor · from 2 of 2Reputation60–36 · 1 sample · earlyAgent readiness4122–68 · 15 of 22 checks♡
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Hotel·New York, NY
The Empire Hotel
People appreciate excellent location near Central Park and Lincoln Center
Worth knowing rooms dated, worn, and need updating
AI3 score54Weak · from 2 of 2Reputation4847–49 · 5765 samplesAgent readiness5932–78 · 15 of 22 checks♡ -
Hotel·New York, NY
The Nolita Express Hostel
AI3 score39Weak · from 2 of 2Reputation1512–18 · 345 samplesAgent readiness6334–80 · 15 of 22 checks♡ -
Hotel·New York, NY
The Ritz-Carlton New York, Central Park
People appreciate Exceptional and attentive staff
Worth knowing Rooms with poor or no park views
AI3 score77Strong · from 2 of 2Reputation8482–86 · 674 samplesAgent readiness7038–84 · 15 of 22 checks♡ -
Hotel·San Francisco, CA
Fairmont Heritage Place - Ghirardelli Square
People appreciate Spacious apartments with full kitchens
Worth knowing Trash compactor noise at night
AI3 score63Fair · from 2 of 2Reputation6159–63 · 724 samplesAgent readiness6436–80 · 16 of 22 checks♡ -
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Hotel·New York, NY
101 HOTEL Manhattan New York City
People appreciate Clean rooms and bathrooms
Worth knowing Tiny rooms like closets
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AI3 score30Poor · from 2 of 2Reputation60–36 · 1 sample · earlyAgent readiness5428–76 · 14 of 22 checks♡
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Hotel·Long Island City, NY
LIC Manhattan View Hotel
People appreciate convenient location near subway
Worth knowing AC not working properly
AI3 score39Weak · from 2 of 2Reputation5148–54 · 404 samplesAgent readiness2714–62 · 14 of 22 checks♡ -
Hotel·New York, NY
Mandarin Oriental, New York
People appreciate Staff attentive, friendly, and helpful
Worth knowing Breakfast service understaffed or underwhelming
AI3 score64Fair · from 2 of 2Reputation8584–86 · 1884 samplesAgent readiness4222–70 · 14 of 22 checks♡ -
Hotel·Montalbert, Haute Tarentaise
Montalbert Ski
Vacation rental apartments and chalets in Plagne Montalbert ski resort, Haute Tarentaise valley, French Alps.
AI3 score34Poor · from 2 of 2Reputation60–36 · 1 sample · earlyAgent readiness6232–80 · 14 of 22 checks♡ -
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Hotel·New York, NY
31 Street Broadway Hotel
People appreciate good location
Worth knowing security deposits not refunded
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Hotel·New York, NY
Chelsea Savoy Hotel
People appreciate Staff friendly and helpful
Worth knowing Breakfast disappointing and limited
AI3 score34Poor · from 2 of 2Reputation6765–69 · 1239 samplesAgent readiness00–94 · 2 of 22 checks · early♡ -
Hotel·New York, NY
DoubleTree by Hilton Hotel New York Times Square West
People appreciate Great location near Times Square and transit
Worth knowing Air conditioning broken or not working
AI3 score13Poor · from 2 of 2Reputation2625–27 · 6906 samplesAgent readiness00–94 · 2 of 22 checks · early♡ -
Hotel·San Francisco, CA
Four Seasons Hotel San Francisco
People appreciate Staff remembered guests and personalized service
Worth knowing Slow valet car retrieval at checkout
AI3 score39Weak · from 2 of 2Reputation7776–78 · 1925 samplesAgent readiness00–94 · 2 of 22 checks · early♡ -
Hotel·San Francisco, CA
Four Seasons Hotel San Francisco at Embarcadero
People appreciate Exceptional service and staff attentiveness
Worth knowing Rooms feel dated and corporate
AI3 score45Weak · from 2 of 2Reputation9087–93 · 490 samplesAgent readiness00–94 · 2 of 22 checks · early♡ -
Hotel·North Bergen, NJ
Garner Hotel North Bergen - Nyc Gateway by IHG
People appreciate staff friendly and helpful
Worth knowing elevators closed for maintenance
AI3 score29Poor · from 2 of 2Reputation5752–62 · 124 samplesAgent readiness00–94 · 2 of 22 checks · early♡ -
Hotel·New York, NY
Hilton Garden Inn New York/Times Square Central
People appreciate excellent location near Times Square
Worth knowing bed quality uncomfortable
AI3 score27Poor · from 2 of 2Reputation5453–55 · 2769 samplesAgent readiness00–94 · 2 of 22 checks · early♡ -
Hotel·San Francisco, CA
Hilton San Francisco Financial District
People appreciate Excellent location near Chinatown
Worth knowing Poor soundproofing in rooms
AI3 score14Poor · from 2 of 2Reputation2726–28 · 5695 samplesAgent readiness00–94 · 2 of 22 checks · early♡ -
Hotel·San Francisco, CA
Hilton San Francisco Union Square
People appreciate Staff friendly and attentive
Worth knowing Parking issues and high fees
AI3 score20Poor · from 2 of 2Reputation4039–41 · 11756 samplesAgent readiness00–94 · 2 of 22 checks · early♡ -
Hotel·Jersey City, NJ
Holiday Inn Express & Suites Jersey City - Holland Tunnel by IHG
People appreciate rooms very clean and well-maintained
Worth knowing high parking fees
AI3 score26Poor · from 2 of 2Reputation5250–54 · 723 samplesAgent readiness00–94 · 2 of 22 checks · early♡ -
Hotel·New York, NY
Holiday Inn Express Manhattan Midtown West by IHG
People appreciate Close to attractions and transit
Worth knowing Breakfast area overcrowded, limited seating
AI3 score19Poor · from 2 of 2Reputation3736–38 · 2257 samplesAgent readiness00–94 · 2 of 22 checks · early♡ -
Hotel·New York, NY
Holiday Inn Manhattan 6th Ave - Chelsea by IHG
People appreciate Staff helpful and went above and beyond
Worth knowing Room booking not honored, unexpected charges
AI3 score19Poor · from 2 of 2Reputation3736–38 · 2971 samplesAgent readiness00–94 · 2 of 22 checks · early♡ -
Hotel·New York, NY
Holiday Inn New York City - Times Square by IHG
People appreciate excellent location near Times Square
Worth knowing only two elevators for building size
AI3 score34Poor · from 2 of 2Reputation6766–68 · 3928 samplesAgent readiness00–94 · 2 of 22 checks · early♡ -
Hotel·San Francisco, CA
Holiday Inn San Francisco-Golden Gateway by IHG
People appreciate clean rooms
Worth knowing poor soundproofing between rooms
AI3 score19Poor · from 2 of 2Reputation3736–38 · 4317 samplesAgent readiness00–94 · 2 of 22 checks · early♡ -
Hotel·San Francisco, CA
Hotel Union Square
People appreciate Excellent location near Union Square
Worth knowing Rooms are very small
AI3 score12Poor · from 2 of 2Reputation2422–26 · 810 samplesAgent readiness00–98 · 1 of 22 checks · early♡ -
Hotel·New York, NY
Hyatt Place New York City / Times Square
People appreciate Excellent central location
Worth knowing Elevator delays in mornings
AI3 score24Poor · from 2 of 2Reputation4847–49 · 3229 samplesAgent readiness00–94 · 2 of 22 checks · early♡ -
Hotel·San Francisco, CA
Hyatt Place San Francisco / Downtown
People appreciate Excellent staff service and hospitality
Worth knowing Parking expensive at $75 per day
AI3 score24Poor · from 2 of 2Reputation4846–50 · 918 samplesAgent readiness00–94 · 2 of 22 checks · early♡ -
Hotel·San Francisco, CA
Hyatt Regency San Francisco
People appreciate Excellent location near waterfront and transit
Worth knowing Service inconsistent across different staff
AI3 score27Poor · from 2 of 2Reputation5352–54 · 7385 samplesAgent readiness00–94 · 2 of 22 checks · early♡ -
Hotel·San Francisco, CA
Marriott Vacation Club, San Francisco
People appreciate Excellent location near attractions
Worth knowing Excessive noise from neighbors
AI3 score24Poor · from 2 of 2Reputation4745–49 · 842 samplesAgent readiness00–94 · 2 of 22 checks · early♡ -
Hotel·New York, NY
Millennium Hilton New York One UN Plaza
People appreciate Staff provided exceptional personal service
Worth knowing Poor soundproofing between rooms
AI3 score30Poor · from 2 of 2Reputation5958–60 · 4294 samplesAgent readiness00–94 · 2 of 22 checks · early♡ -
Hotel·New York, NY
New York Hilton Midtown
People appreciate Excellent location in Midtown Manhattan
Worth knowing Elevators slow with long wait times
AI3 score30Poor · from 2 of 2Reputation5958–60 · 12207 samplesAgent readiness00–94 · 2 of 22 checks · early♡
Showing 1–60 of 68 businesses. Agent readiness and customer experience are shown separately. Open a listing for the evidence.