Apartment interior data, from the exact unit.
Updated November 10, 2026 · By b. (findwithb.com)
b. records facts inside the individual apartments it visits and makes those facts available in an AI conversation. The current public catalog contains 28 rentable homes in Palo Alto, Mountain View, Cupertino, San Jose and San Mateo, with 748 listing claims checked against the visits.
What b. collects
| Detail | What the record can include |
|---|---|
| Appliances | The machine seen in the unit, a readable model or manufacture label, and any identification uncertainty. |
| Laundry | Installed machines, a combination washer dryer, hookups or shared laundry, with the evidence source. |
| Internet | Observed access points, Ethernet, fiber or coax connections, separate from a claimed service plan. |
| Light and layout | Window position, outlook, room connections and what the visit showed at that time. |
| Sound | What was audible in the recording, the visit context and limits of the sample. |
| Condition | Visible wear or concerns to ask about, with uncertainty preserved. |
How a record is made
- Visit the actual unit. Record the apartment and retain its identity, city and visit date. If the unit number was not filmed, say so.
- Read the evidence. Review footage, equipment labels, tour materials and the original property information.
- Separate the basis. Distinguish observations, readable labels, listing claims, public research and inferences. Something not filmed is not automatically absent.
- Check the listing. Record which claims were supported, partly supported, contradicted, misleading or not verified during the visit.
- Make it answerable. Connect the structured record to the assistant so an investor can investigate physical details, compare recorded assets and prepare diligence questions.
A concrete example: laundry and the dishwasher.
In the apartment b. toured at The Marc in Palo Alto, an LG combination washer and dryer occupied the space advertised as a dishwasher. The record keeps the observed installation separate from the listing claim, and identifies the washer model as likely rather than certain.
Read that apartment’s tour record and compare it with the laundry and internet observations at Park Place in San Mateo.
Coverage and dates
As of November 9, 2026, the public catalog has 28 rentable homes: 3 in Cupertino, 4 in Mountain View, 16 in Palo Alto, 4 in San Jose, 1 in San Mateo. This is a dated research sample, not a representative market survey or a live rent feed.
Browse every public tour record · Download the coverage CSV
Download the sanitized apartment observation dataset. Original observation rows are available in CSV and JSONL with the collection method and limitations.
What the evidence cannot establish
A visit is a dated sample, not a guarantee of current availability or condition. Phone audio is not a calibrated acoustic survey. A model identification can be uncertain; a feature outside the camera’s view may be unknown. Confirm current rent, installed equipment, policies and lease terms with the property. b. is not a building inspector, broker or landlord.
Read the original study
The separately published study covers 17 homes toured in Palo Alto and San Mateo between October 27 and November 4, 2026. It checks 438 listing claims. Later Mountain View visits are in the current catalog but are not added to those historical study figures.