Course
Beyond the Pixels: How to Spot Manipulation in Real Estate Listings
Listing photos are a sales weapon. This course teaches you to read them like a skeptic, cross-reference them like an investigator, and walk into any offer with your eyes open.
5 classes · 20 lessons · Free
Sign Up to Enroll — Free →Course Syllabus
01The Photo Pipeline
- The People Who Profit When You Fall in Love With a Photo
- What Listing Photographers Are Actually Hired to Do
- The Legal Line Between Flattering and Fraudulent
- How the MLS Photo Rules Work and Why They Have No Teeth
02Reading What the Camera Does
- How Wide Angle Lenses Steal Square Footage
- The Way Light Gets Manufactured in Listing Photos
- Digital Staging, Sky Replacement, and the Renovations That Never Happened
- Spotting Warped Geometry and Impossible Spaces
03Digital Forensics for Buyers
- Reverse Image Search and What Recycled Photos Reveal
- The Metadata Inside Every Photo That Agents Forget to Strip
- How Edited Images Betray Themselves
- Putting It Together: Running a Full Photo Audit in Under Ten Minutes
04The Public Record
- What Tax Records and MLS Data Tell You When They Disagree
- Permit History and the Renovation That Has No Paper Behind It
- Flood Maps, Soil Reports, and the Risks Nobody Volunteers
- Satellite Imagery and the Yard They Chose Not to Photograph
05What to Do With What You Know
- The Photos That Are Missing and Why That Matters
- Building Your Pre-Offer Checklist From Everything You Now Know
- The Questions That Make Listing Agents Uncomfortable
- Case Studies: Three Buyers, Three Listings, Three Very Different Outcomes