Ocala · Marion County · Stellar MLS

Your Ocala listings and comps, in the AI app you already use.

Ocala brokers are my nearest market — I'm an AI engineer one county over, and I connect your brokerage's own MLS data feed to ChatGPT or Claude, privately and under your own license. From SE Ocala pool homes to CR-475 horse property, you ask in plain English and the answer comes from your MLS's actual data.

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What it answers

One question in. A full brief back.

You ask in plain English, in the chat app you already use. The assistant answers from your MLS feed — like this:

Prep me for tomorrow's listing appointment at 4817 SE 32nd St, Ocala.

The reply, a few seconds later:

Listing appointment brief — 4817 SE 32nd St, Ocala

The property. 3 bed / 2 bath · 1,846 sqft · built 2004 · 0.28 acres. Last sold March 2019 for $214,000 — 41 days on market, 97.3% of list.

CompSold$/sqftDOM
4732 SE 30th Pl$342,500$18812
4550 SE 35th St$349,900$1918

Six closed comps land at a median $341,200 · $186/sqft · 17 days — at the median rate this house pencils to about $343K.

What you'd be up against: a near-identical 3/2 at $359,900 that has already cut $12,100 and sat 41 days, and a slightly larger one fresh on the market at $349,000. List at $344,900 and you're the best-priced turnkey option on the corridor.

Illustrative example — sample data, not live MLS records.

Every question stands on its own — click any of these to see the reply:

Listing appointment brief — 4817 SE 32nd St, Ocala

The property. 3 bed / 2 bath · 1,846 sqft · built 2004 · 0.28 acres. Last sold March 2019 for $214,000 — 41 days on market, 97.3% of list price. No price changes during that listing.

Closed comps. Five sales inside 6 months within a mile; the sixth needed the window widened to 9 months — noted rather than quietly padded in:

AddressSold$/sqftDOM
4732 SE 30th Pl$342,500$18812
5119 SE 28th St$335,000$17926
4550 SE 35th St$349,900$1918
4901 SE 31st St$328,000$18220
5244 SE 26th Ct$351,000$18914
4488 SE 33rd Pl (9-mo)$339,900$18422

Median of the set: $341,200 sold · $186/sqft · 17 days on market. At the median rate, 1,846 sqft pencils to about $343K. The strongest three sales all closed at 97% of list or better.

The competition you'd list against. 4655 SE 29th St — a near-identical 3/2 asking $359,900 after a $12,100 cut, 41 days and counting. 5102 SE 34th Ave — 60 sqft larger, fresh on the market at $349,000. Price above $350K and you're the third choice behind a cheaper, fresher competitor. At $344,900 you're the best-priced turnkey option on the corridor with the comps at your back.

Market position. SE Ocala median days-on-market: 31, vs. 38 across Marion County. Inventory sits at 3.1 months and has tightened three straight months. Homes in the $335–350K band are averaging under 2 weeks to contract.

What the record doesn't carry. Roof age — at 2004 vintage it surfaces in every inspection, and the answer decides whether this is a $335K or a $349K conversation. Bring it to the appointment priced in, not negotiated later.

Talking points. The sellers bought at $214K in 2019 — frame the conversation around a roughly $130K gain. The lot backs to greenspace (the working system attaches an aerial view) — lead the marketing with it.

Illustrative example — sample data, not live MLS records. The working system answers from your brokerage's own MLS feed.
Offer read — patio villa listed at $274,900, The Villages

Short answer: credible price, not a bargain — I'd open below it.

The bracket. Same-model patio villas on the market right now: one at $271,900 — down $12,000 from its original ask, 45 days in — and one fresh on the market last week at $284,000. Your subject sits between them at $274,900, 30 days in with no cut yet: $3,000 above a motivated, identical competitor.

Closed support. The nearest same-model sale closed at $286,000 — 97.6% of its final $293,000 ask, but only 94.7% of the $302,000 it started at. The cut history is the tell: sellers in this band get their number only after meeting the market.

Sample honesty. Three closed sales of this floorplan in the last 24 months — the medians are directional; the live competition carries this read.

The play. Open at $262–265K and let the identical competitor at $271,900 do the arguing. The data supports settling around $268–273K. What moves the number: bond balance and roof/HVAC age — neither is in the MLS record; get both before writing the offer.

Illustrative example — sample data, not live MLS records.
Comparable sales — 3/2 with pool, SE Ocala, under $400K

Five matches in the last 6 months:

AddressSold$/sqftDOM
4610 SE 44th Ave$372,000$19211
5030 SE 38th St$389,900$1989
4415 SE 41st Ct$358,500$18621
5211 SE 44th Ter$379,000$19515
4738 SE 40th Pl$365,000$18918

Read: pool homes in this band are averaging 15 days to contract and carrying a $6–9K premium over comparable non-pool sales. Median $/sqft for the set: $192.

Illustrative example — sample data, not live MLS records.
Land comps — ~10 acres, CR-475 corridor

Four sales in the last 12 months:

ParcelSold$/acreDOM
11.2 ac, fenced pasture$312,000$27,90044
8.7 ac, wooded$265,000$30,50061
10.0 ac, improved$289,500$29,00037
12.5 ac, raw$340,000$27,20089

Read: the corridor is trading at $27–30K per acre; fenced and improved pasture sells at the top of the range and roughly twice as fast as raw land. Acreage comps band on lot size and $/acre — not livable square footage.

Illustrative example — sample data, not live MLS records.
The Villages — sold last month

214 closings. Median sold price $389,000 · median 21 days on market, down from 26 the month before · sales closed at 96.8% of list on average.

Speed: homes south of SR-44 moved fastest; anything turnkey under $400K averaged under two weeks. 38 sales closed above list.

Illustrative example — sample data, not live MLS records.
Inventory trend — Sugarmill Woods, 12 months

Active listings: 84 a year ago → 71 today (−15%). Months of supply: 4.1 → 3.2. Median days on market: 45 → 38. New listings holding steady around 22/month.

Read: supply is tightening — sellers are gaining leverage, especially under $350K where the drawdown is concentrated.

Illustrative example — sample data, not live MLS records.
Comparable sales — 3/2 designer home, near Lake Sumter Landing, under $450K

Five matches in the last 6 months:

LocationSold$/sqftDOM
Village of Virginia Trace$438,000$2549
Village of Amelia$425,500$24814
Village of Hadley$441,000$2597
Village of Sunset Pointe$419,900$24318
Village of Duval$432,000$25111

Read: designer homes within a short cart ride of Lake Sumter Landing are averaging 12 days to contract. Median $/sqft for the set: $251 — a roughly $15/sqft premium over comparable designers farther from the square.

Illustrative example — sample data, not live MLS records.
Inventory trend — Brownwood area, 12 months

Active listings: 158 a year ago → 139 today (−12%). Months of supply: 3.9 → 3.1. Median days on market: 34 → 27. New listings holding steady around 46/month.

Read: the south end keeps absorbing everything new construction hands it — resale supply is tightening, and turnkey designers under $450K are the fastest-moving band.

Illustrative example — sample data, not live MLS records.
Land comps — ~10 acres, Bushnell / Webster area

Four sales in the last 12 months:

ParcelSold$/acreDOM
10.1 ac, improved pasture$198,000$19,60052
9.4 ac, fenced, well/septic$205,000$21,80038
12.0 ac, wooded$186,000$15,50074
10.8 ac, cleared, road frontage$214,500$19,90045

Read: rural Sumter is trading at $15–22K per acre; cleared parcels with well/septic or road frontage sell at the top of the range and roughly half the days-on-market of raw wooded land. Acreage comps band on lot size and $/acre — not livable square footage.

Illustrative example — sample data, not live MLS records.
Silver Springs Shores — sold last month

47 closings. Median sold price $272,500 · median 24 days on market, down from 29 the month before · sales closed at 97.1% of list on average.

Speed: turnkey homes under $300K averaged under three weeks to contract; 9 sales closed above list. Anything needing roof or AC work sat past 45 days.

Illustrative example — sample data, not live MLS records.
Inventory trend — On Top of the World, 12 months

Active listings: 132 a year ago → 118 today (−11%). Months of supply: 4.6 → 3.8. Median days on market: 52 → 44. New listings holding steady around 34/month.

Read: resale supply is tightening and turn-key units are carrying the market — updated interiors are moving a full three weeks faster than originals.

Illustrative example — sample data, not live MLS records.
Comparable sales — 3/2 pool home, Leesburg, under $340K

Five matches in the last 6 months:

AddressSold$/sqftDOM
2601 Haines Creek Rd$332,500$1848
908 Palm Ave$305,500$17122
2215 Griffin View Dr$329,900$1829
1740 Canal St$324,000$18014
1004 Magnolia Ave$318,000$17812

Read: pool homes in this band are averaging 12 days to contract and carrying a roughly $6–9K premium over comparable non-pool sales on the same blocks. Median $/sqft for the set: $180.

Illustrative example — sample data, not live MLS records.
Inventory trend — Golden Triangle (Mount Dora, Tavares, Eustis), 12 months

Active listings: 118 a year ago → 101 today (−14%). Months of supply: 4.3 → 3.4. Median days on market: 41 → 33. New listings holding steady around 28/month.

Read: Mount Dora, Tavares, and Eustis are absorbing inventory faster than a year ago — the Golden Triangle's resale supply is tightening, and lakefront and downtown-adjacent listings under $400K are moving fastest.

Illustrative example — sample data, not live MLS records.
Growth-corridor read — Clermont / South Lake, 12 months

New construction is setting the market. 412 new-build closings in South Lake over the past 12 months vs. 289 resale closings — new construction now outsells resale in the corridor. Median new-build price $398,000 vs. median resale $362,500 — a $35,500 gap resale sellers can use, not fight.

Read: Highway 27/50 growth is pulling comps upward faster than resale inventory can reprice — resale listings under $375K priced to the new-construction comp, not last year's resale comp, are clearing in under three weeks.

Illustrative example — sample data, not live MLS records.
Comparable sales — 3/2, New Port Richey, under $300K

Five matches in the last 6 months:

AddressSold$/sqftDOM
4508 Bermuda Dunes Dr$289,900$18210
5122 Rosalie Dr$278,000$17414
4816 Grand Blanc Dr$295,000$1867
5304 Poinciana Dr$271,500$16819
4620 Rio Vista Dr$284,900$17812

Read: turnkey 3/2s in this band are averaging 12 days to contract and carrying a modest premium over comparable homes still needing updates. Median $/sqft for the set: $178.

Illustrative example — sample data, not live MLS records.
Gulf-access canal homes — Hudson, closed sales

Four sales in the last 12 months:

Canal / StreetSoldDock/SeawallDOM
Sea Ranch Dr$415,000Dock + lift21
Old Dixie Hwy canal$442,000Dock + lift, deep water15
Gulf Winds Cir$389,900Seawall only34
Bayonet Point canal$368,000Seawall only47

Read: the two dock-and-lift sales averaged $428,500 against $378,950 for the seawall-only pair — a $49,550 premium for lift access on the same canals. Deep-water lots with no bridge or culvert between the house and the Gulf cleared fastest; confirm bridge clearance in remarks before quoting a buyer's boat draft.

Illustrative example — sample data, not live MLS records.
Growth-corridor read — Wesley Chapel / SR-54, 12 months

New construction is setting the market. 356 new-build closings along the SR-54 corridor over the past 12 months vs. 214 resale closings — new construction now outsells resale in the corridor. Median new-build price $432,000 vs. median resale $379,500 — a $52,500 gap resale sellers can use, not fight.

Read: Wesley Chapel's growth is pulling comps upward faster than resale inventory can reprice — resale listings under $400K priced to the new-construction comp, not last year's resale comp, are clearing in under three weeks.

Illustrative example — sample data, not live MLS records.
Marion County

You already have the right to this feed.

Marion County brokers are on Stellar MLS today through OMCAR — so your brokerage is eligible for Stellar's internal-use data feed (their Firm Internal Use license, currently $450 per office per year). Activating it is paperwork, not construction, and I do the legwork with Stellar.

Built to keep you compliant

Internal, licensed, and yours alone.

Internal only

A back-office tool for you and your agents — not a consumer website, not IDX display. It stays inside the brokerage.

Your own license

Access runs under your brokerage's own MLS data license — the back-office category your MLS already offers. I do the legwork with them; nothing is shared between clients.

Isolated by design

One private deployment per brokerage. Your data never mingles with anyone else's.

Never trained on

Questions are answered from your feed. Nothing you ask or receive is used to train any AI model.

How it works

Three steps, and the first one is a conversation.

Tell me your MLS

Everything starts with which MLS or association you belong to. I confirm the access path and do the legwork with your MLS — paperwork prepared for your signature.

I build and connect it

Your team connects in the AI app they already use — Claude or ChatGPT — with a secure, per-person login. I run and monitor the system for you.

Simple pricing

A one-time setup fee plus a monthly service that keeps it running, monitored, and supported. We'll scope both on a short call.

Get in touch

I'm a short drive away. Let's talk.

Tell me which MLS or association you belong to, and I'll tell you exactly what it would take for your brokerage.

[email protected]
or call (352) 697-7348