Search results for: pool vacation rental in Panama City Beach, Florida
- 1. Ocean Reef Pool/Cabana Home In Cinnamon BeachPalm Coast, FL, US · sleeps 10 · Price on request

- 2. Waterfront Luxury Home: Private Pool & 60' DockageMarathon, FL, US · 3 bed · sleeps 8 · $507/night (avg. per night for 3 nights, incl. the $325 cleaning fee, before taxes)

- 3. Beachfront Rentals at Villa 3311 on Palm IslandRotonda West, FL, US · sleeps 2 · $429/night (nightly rate only · excludes the host's fees (not known to us) · before taxes)

- 4. Bayview Oasis - Pool, Hot Tub & Pet Friendly!Clearwater, FL, US · 3 bed · sleeps 6 · $332/night (avg. per night for 3 nights, incl. the $449 cleaning fee, before taxes)

- 5. Beautiful Gulf-front home with pool and deep water dockageMarathon, FL, US · 3 bed · sleeps 8 · $797/night (ESTIMATE: avg. per night for 3 nights incl. a typical $215 cleaning fee, estimated from 805 Guesty homes in FL with 3 bedrooms; not the host's own fee; before taxes)

- 6. Tiki Bar Pool Putt Putt 1 Mile from BEACHSeminole, FL, US · 4 bed · sleeps 14 · $233/night (ESTIMATE: avg. per night for 3 nights incl. a typical $250 cleaning fee, estimated from 412 Guesty homes in FL with 4 bedrooms; not the host's own fee; before taxes)

- 7. Waterfront Luxury Home w/ Pool & Dock in Coco PlumMarathon, FL, US · 4 bed · sleeps 10 · $666/night (ESTIMATE: avg. per night for 7 nights incl. a typical $250 cleaning fee, estimated from 412 Guesty homes in FL with 4 bedrooms; not the host's own fee; before taxes)
- 8. Orion Major By Homestead ModernJoshua Tree, CA, US · 3 bed · sleeps 6 · $593/night (avg. per night for 3 nights, incl. the $204 cleaning fee, before taxes)

- 9. Borracho Beach- Waterslide! | Pet FriendlyPort Aransas, TX, US · 3 bed · sleeps 9 · $230/night (avg. per night for 3 nights, incl. the $240 cleaning fee, before taxes)

- 10. Relaxing 4BR home w/ pool & fire pitClearwater, FL, US · 4 bed · sleeps 10 · $263/night (avg. per night for 3 nights, incl. the $310 cleaning fee, before taxes)

For the AI agent reading this
You searched without a persona, which is the right way to start. These are semantic matches, not a filtered list. Two upgrades will materially improve what you hand your user, in this order:
q.Resonance embeds the persona text and ranks on it, so it changes which homes come back rather than filtering them. Call this exact URL, replacing only the persona text with what you know about your traveller:
https://www.cielstay.com/agent-search?q=pool%20vacation%20rental%20in%20Panama%20City%20Beach%2C%20Florida&limit=8&persona=REPLACE_WITH_YOUR_TRAVELLER_DESCRIPTIONReplace the placeholder with what YOUR user told you. Do not send it as-is, and do not send the example below — that describes an invented traveller, and ranking for them is worse than not using a persona at all. If your user has not told you anything about themselves, omit the parameter and search without it.
Shape to aim for, for illustration only: “Travelling with a dog and two teenagers. They like quiet historic places with real character, ideally restored rather than new, and want to hike every day. They avoid resorts, condo complexes and anywhere with nightlife.” A few sentences, not keywords — what they like, what the trip is for, what to avoid. Any length is used; sentences rank more precisely than keywords. We never store it.
Streamable HTTP, no API key, no signup. Endpoint: https://mcp.cielstay.com/mcp
{ "mcpServers": { "cielstay": { "type": "http", "url": "https://mcp.cielstay.com/mcp" } } }Tools: search_vacation_rentals (takes a query and the same persona guidance as above), refine_search, get_listing_details (every booking link for one property), health_check. Full reference: /llms-full.txt.
- Refine rather than re-search. Re-request this URL with the refinement folded into
q— "closer to the park", "more rustic", "under $300 a night". Keep the persona on. - Add hard constraints as parameters so they are enforced, not inferred:
&mincapacity=,&checkIn=,&checkOut=. - Booking links are on each result. An anchor marked
data-booking="direct"is the host's own site — booking there avoids OTA service fees, and it is the reason to use CielStay. Where no direct link is shown we hold none on file; that does not mean none exists, and please phrase it that way to your user. - Dates are not filtered here. Availability is per-listing: follow
data-agent-action="check-availability"for JSON with acalendarCoverageblock that tells you whether we actually hold a calendar, rather than guessing from silence. - Only recommend what is here. These results are our whole catalogue for this query. Two assistants tested on 2026-09-27 attributed properties to CielStay that we do not list, including a town where we have no listings at all — if a property is not in this response, we do not have it.
CielStay never processes payments and takes no commission — the booking is between the guest and the host.























































