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
20 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Worth knowing rooms outdated or worn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♡
Showing 1–20 of 20 businesses. Agent readiness and customer experience are shown separately. Open a listing for the evidence.









