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Sparkle Auto-Suggest Engine

One click. Five calculations.
Adjustments solved.

Click the sparkle on any comp and the engine compares it to your subject across five attributes, runs the math, and writes the adjustments straight into the row. You stay in control — override any field at any time.

Bedrooms
diff = 4 − 3
= 1
1 × $150
−$150
Bathrooms
full diff = 0
half diff = 0
0 × $100
$0
Square Footage
diff = 1,650 − 1,450
= 200 sqft
200 × $0.50
−$100
Condition
diff = 4 − 3
= +1 point
1 × $50
+$50
Age (decades)
2008 vs 1995
= +1.3 dec
1.3 × $15
+$20
Net auto-suggest −$180 written to comp row

The defaults the engine uses

Five categories, five default rates. Each is a starting point you can override on any row.

Category Default rate Cap
Bedrooms $150 / bedroom difference no cap
Bathrooms $100 full / $75 half no cap
Square Footage $0.50 / sqft difference capped at ±$300
Condition $50 / rating point (1–5 scale) no cap
Age / Year Built $15 / decade difference capped at ±$100
Auto-suggest fills in these five categories. Amenities, location, parking, laundry, and other are left blank for you to fill in by hand if needed.

Three promises the sparkle keeps

Auto-suggest is opinionated, but it never steamrolls you.

It is instant

One click. Every relevant adjustment lands in the comp row in milliseconds and the estimate, charts, and confidence score recompute live.

You can override anything

Every adjustment is a plain number field. If your eyes say the sparkle is wrong, type a different number. The estimate updates instantly.

It is repeatable

Click the sparkle on every comp in your estimate one after the other. Same logic, same defaults, same behavior every time — no LLM hallucination.

Explore More Features

See everything Rent Estimate Analyzer has to offer.

Comparable Analysis Engine

Add comps with rent, sqft, beds/baths, condition, and lease date. See raw vs. adjusted rents and a data-backed market estimate in seconds.

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Line-Item Adjustments + Auto-Suggest

Adjust each comp across 10 categories — bedrooms, baths, sqft, condition, amenities, and more — with one-click sparkle auto-suggest.

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Four Interactive Charts + Confidence

Comparable rent, rent positioning, adjustment impact, and $/sqft charts — paired with a 0-100 confidence score on every estimate.

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Compare Multiple Estimates Side-by-Side

Stack two or more saved estimates next to each other to see how comp choices, adjustments, and confidence change the answer.

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Searchable Comparable Library

Save every comp you research to a searchable database, reuse comps across estimates, and export to CSV for your records.

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Geographic Map with Rent Heatmap

Drop your subject and every comp onto a live map — see proximity, distance, and rent intensity at a glance.

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0-100 Confidence Score Explained

How the confidence score is calculated from comp count, consistency, recency, and data completeness — and how to push it higher.

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AI-Powered Comp Import

Paste a Zillow, Rentometer, or MLS listing and let the AI parse, validate, and import the comp in seconds — no retyping.

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Current Rent vs. Market Gap Analysis

See exactly how much pricing power you are leaving on the table — monthly and annual gap to market on every estimate.

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Estimate Staleness Tracking

Every estimate is dated. After 3 months you get a refresh warning so your rent recommendations never drift out of market.

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AI Contract Review Pipeline

Run any LOI or lease through a 5-step AI pipeline: plain-English summary, risks, obligations, negotiation playbook, and exec brief.

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Click the Sparkle

Five categories. One button. Seconds later, every comp is normalized.

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