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Recommendation engine

No more empty searches.

Portal filters drop a home the moment one condition misses. Agentori searches the way a family actually lives and commutes, reads every listing photo, and explains each home it suggests.

Book a demo See the difference

Ask in your own words

Washlet, big windows, a good café nearby, under 30 min to Shinjuku

Understood as

  • Washlet
  • Big windows
  • Café ≤ 5 min walk
  • Shinjuku ≤ 30 min

One sentence becomes commute, home-feature and neighbourhood criteria at once. No transit knowledge needed.

One family, one request

Same request. Two very different answers.

What the family needs

Husband · works in Shinjuku

Wife · works in Musashi-Kosugi

Son · goes to school at Seijogakuen

  • 3LDK
  • ≤ ¥250,000 a month
  • ≤ 10 min walk to a station

What the portal makes them guess

  • Tokyo 23 wards
  • Shinjuku or Shibuya station

Portal filters

  1. All listings 12,480
  2. + 3LDK 1,284
  3. + ≤ ¥250,000 312
  4. + ≤ 10 min walk 48
  5. + Tokyo 23 wards guess 7
  6. + Shinjuku or Shibuya station guess 0

0 properties

No properties match your search.

Try changing your conditions.

The walk limit wasn't the problem. Searching only near Shinjuku and Shibuya was.

Agentori

55 homes that meet every condition

Every home has

  • 3LDK
  • ≤ ¥250,000 a month
  • ≤ 10 min walk to a station
  • All three commutes working

33 stations work for all three

  • Noborito
  • Futako-Tamagawa
  • Shimo-Kitazawa
  • Sangen-Jaya
  • and more

The family gets a shortlist instead of a dead end.

Example family. All counts are illustrative.

Filters vs Agentori

Built for how people actually choose a home.

Where to look

Portal filters
Stations or wards you pick up front
Agentori
Where each person needs to be every day

Commute

Portal filters
Minutes from the home to its nearest station
Agentori
Door-to-door time for each person, transfers and express trains included

Borders

Portal filters
One ward or prefecture at a time
Agentori
Across ward and prefecture lines

Home features

Portal filters
Only what someone typed into the listing
Agentori
Also what is in the photos: big windows, washlet, walk-in closet

How renters ask

Portal filters
Checkboxes and dropdowns
Agentori
One sentence, in their own words

Results

Portal filters
Pass or fail: miss one condition and the home disappears
Agentori
Every home ranked for this family, with the reasons

Transit intelligence

One family. Three places to be. One answer.

  • Husband Shinjuku

    Odakyu Express

    20 min

  • Wife Musashi-Kosugi

    JR Nambu Rapid

    16 min

  • Son Seijogakuen school

    Odakyu

    5 min

Best match: Noborito, Kawasaki, across the prefecture line.

33 stations work for all three

  • Every line and every express service
  • Transfers and walks between stations counted
  • JR, private railways, subway, monorail and tram as one network
  • No ward or prefecture borders
Transit map of Tokyo and Kanagawa highlighting Noborito and the stations that work for all three commutes

Commute times from Agentori's transit model. Map: 国土地理院 (GSI Japan).

AI photo understanding

Features no one could search for, until now.

Every listing photo is read, so what is actually in the room becomes something renters can ask for.

Living room with large windows
Big windows South-facing light Bright LDK
Toilet with a washlet seat
Washlet Separate toilet
Walk-in closet
Walk-in closet

Real listing photos from Agentori's database.

Personal ranking

Every pick explains itself.

Each home is ranked for what matters to this family, with plain reasons an agent can pass straight to the client.

Example family. Commute times are from Agentori's transit model; rent, size and neighbourhood details are illustrative.

Top-matching apartment building
#1 for this family

Izumi-Tamagawa

Komae · 8 min walk

93 fit

Why it fits

  • Husband: 22 min to Shinjuku
  • Wife: 21 min to Musashi-Kosugi
  • Son: 6 min to school
  • ¥238,000 a month, under the ¥250,000 budget
  • 3LDK · 68 m²
  • Washlet and big windows, seen in the listing photos
  • A café 3 min away

AI staging

Every shortlisted home, at its best.

Homes in a shortlist come with staged and enhanced photos, so the family can picture living there before the viewing. Every edit is labelled.

See AI staging
Virtual staging — After Virtual staging — Before Before After
Lighting — After Lighting — Before Before After

Where it works

From the first reply to the viewing.

In every inquiry reply

Agentori drafts a shortlist into the reply, and your team approves it before anything sends.

Commute maps for clients

Show each person in the family how they would get to work or school from the homes you suggest.

On your own portal

Add commute-aware search and photo features to your listings site. Ask us about access.

Staged photos in the shortlist

Empty rooms arrive furnished and dark shots arrive bright, labelled as edited.

See it on your own listings.

Bring a real request from your inbox. We'll show you what Agentori finds for it.

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