Real Estate
MLS-ready listing descriptions from a single photo. $0.04.
Phototology analyzes property photos and returns structured room data, condition scores, and natural-language descriptions ready for MLS remarks fields. No copywriter. No turnaround time. Just send a photo and get a listing.
Generate a listing description1,000 free credits/month. No credit card.
Every listing starts with photos. The MLS requires descriptions, attributes, and condition assessments for each one. Agents spend 15 to 30 minutes per listing writing remarks copy, or they pay $15 to $50 for a freelance copywriter to do it. Phototology does it in seconds for four cents.
The API identifies room types, architectural features, appliances, materials, and condition using composable analysis modules. Output arrives as structured JSON that your listing management system can parse directly, plus a natural-language description ready to paste into the MLS remarks field.
Condition scoring follows the C1 through C6 residential appraisal scale. Every score includes the visual evidence that produced it: cabinet style, countertop material, fixture age, maintenance indicators. Agents see the reasoning, not just a grade.
Example Output
Kitchen photo analysis
Cost Comparison
Listing descriptions cost $15-$50 from copywriters
Freelance Copywriter
$15-$50
Per listing. 24-48 hour turnaround. Manual review of each photo. No structured data.
Phototology
$0.04
Per photo. Instant. Structured JSON plus natural-language description. 25-photo listing for ~$1.00.
FAQ
Real estate photo analysis questions
What does Phototology detect in a listing photo?
Phototology identifies room type (kitchen, bedroom, living area, exterior), architectural features, appliances, countertop and flooring materials, cabinet style, lighting, and overall condition. The output is structured JSON that your MLS software or listing tool can consume directly.
How accurate is the condition scoring?
Condition scores follow the C1 through C6 scale used in residential appraisals. Phototology evaluates visible wear, fixture age, material quality, and maintenance indicators. Every score includes the evidence that produced it, so agents can verify before publishing.
Can I use the output directly in MLS listings?
Yes. The describe module produces natural-language descriptions suitable for MLS remarks fields. The structured data (room type, features, materials) can populate listing attributes. Many PropTech teams pipe Phototology output directly into their listing management systems.
How does pricing work for listing photos?
Each analysis lens costs $0.01. A typical listing photo analysis uses 3-4 modules (describe, condition, entities, composition) for $0.03-$0.04 per photo. A 25-photo listing costs roughly $1.00. Volume pricing is available through credit packs.
What if the same photo is uploaded by multiple agents?
The Phototology Registry identifies photos by perceptual hash. If a photo has been analyzed before, subsequent lookups are instant and free. No duplicate charges.
Turn listing photos into listing copy
1,000 free credits/month. Four cents per photo. No credit card to start.
Generate a listing description