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
Hotel / accommodation-food Clear all filters
19 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Worth knowing rooms outdated or worn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♡ -
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 1–19 of 19 businesses. Agent readiness and customer experience are shown separately. Open a listing for the evidence.









