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Research blogUsage report · September 2026

How realtors use Homies.

The work an AI team actually does for real estate agents — counted from the harness, ranked, and sourced. No chats read. No estimates.

Homies Research 9 min read
A ranked leaderboard of the work an AI team does for realtors: offers, seller reports, CMAs, posts, follow-ups and showings

Sourced and dated

Every figure says where it came from and the date it was true. Nothing is estimated or rounded up.

No chats read

Aggregate metadata only: counts of offers, pages, posts, jobs. Member conversations are private and stay that way.

Rebuilt monthly

The harness export re-runs each month and this page rebuilds from it. The data date is printed beside every number.

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Headline

The numbers.

Homies is a team of specialist AI agents that a realtor briefs in plain language. This report counts what that team has done. It is built from three kinds of source, each labelled on every figure: harness telemetry (aggregate counts from the product database), member records (accounts, waitlist, community), and the codebase (what the harness can do, counted from its skill manifests).

Jobs run

18.7K

Every ask a member sent that ran to a result — a quick MLS lookup, a CMA, a full campaign build — across every chat since the harness opened in May 2026.

Conversations
3,798

Chats opened with a Manager Homie in the app, on Discord, or on Telegram. Background and scheduled runs are counted separately.

Harness telemetry · September 2, 2026
Specialist runs in the background
2,843

Sub-agent sessions the Manager spun up to work a piece of a job in parallel while the member kept chatting.

Harness telemetry · September 2, 2026
Scheduled jobs set up
163

Recurring prompts members have created to run unattended on their own schedule — each one owns its own chat.

Harness telemetry · September 2, 2026
Members active in the week of August 24
92

Distinct member accounts that sent at least one ask that week.

Harness telemetry · September 2, 2026

Cadence

Activity by week.

Jobs run per week across every member, from the first week the harness took an ask (May 4, 2 jobs) to 2,889 in the busiest week so far, the week of August 24. In the latest full week, the week of August 24, 92 members sent 2,889 asks across 1,126 chats. Hover or tap a week to read it.

Jobs per week

Jobs run across all members, by week

01,2502,5003,7505,000May 4May 25Jun 15Jul 6Jul 27Aug 17Aug 311,966

1,966

Jobs run · week of August 31, 2026

Jobs run per week
Week ofJobs run
May 4, 20262
May 11, 2026134
May 18, 2026238
May 25, 2026303
June 1, 2026634
June 8, 2026510
June 15, 2026427
June 22, 2026244
June 29, 20261262
July 6, 2026331
July 13, 20261255
July 20, 20261125
July 27, 20261539
August 3, 20261280
August 10, 20261739
August 17, 20262789
August 24, 20262889
August 31, 20261966
Weeks start on Monday; the last week shown may be partial. Source: harness export of September 2, 2026.

Active members per week

Members who sent at least one ask, by week

050100150200May 4May 25Jun 15Jul 6Jul 27Aug 17Aug 31102

102

Active members · week of August 31, 2026

Active members per week
Week ofActive members
May 4, 20261
May 11, 20261
May 18, 20263
May 25, 20264
June 1, 20264
June 8, 20265
June 15, 20265
June 22, 20268
June 29, 20268
July 6, 20269
July 13, 202628
July 20, 202628
July 27, 202653
August 3, 202667
August 10, 202671
August 17, 202684
August 24, 202692
August 31, 2026102
Distinct accounts with a job that week. Same weeks and source as the chart above.

Top asks

The ten asks we hear most.

Ranked by how often they come up in onboarding calls, support threads and the weekly community call — the telemetry ranking replaces this ordering once the export runs. Each one is a plain-language ask; each one ends in an approval step before anything is sent, posted or signed.

  1. 01

    Draft the offer

    Paperwork

    “Make an offer on N1234567 for my buyers, $50k over asking, 60-day close.”

    The first thing most agents try. The offer comes back on the right OREA forms with FINTRAC ready, and it goes out for e-signature only after the agent checks every term.

  2. 02

    Weekly seller report

    Operations

    “Every Monday, pull this listing’s traffic and showings and draft the seller update.”

    ListTrac, REALTOR.ca, BrokerBay and Meta Ads numbers in one email, drafted for approval. The job that used to cost an hour a week per listing.

  3. 03

    CMA or home evaluation

    Research

    “Build a CMA for 52 Foxacre Lane and publish it as a link.”

    Comps scored and adjusted, reasoning shown, delivered as a branded page a seller can open on their phone.

  4. 04

    Just Listed and Just Sold posts

    Marketing

    “Create a Just Sold post for 18 Bayview Ridge and publish it after I approve.”

    A branded carousel and caption from the MLS facts, posted through the member’s connected accounts.

  5. 05

    Manage this deal to closing

    Operations

    “We’re conditional on 61 Spicebush — run it to closing.”

    Every condition and deadline pulled from the agreement, calendar reminders set, inspectors emailed, the client kept informed.

  6. 06

    Ads and lead funnels for a listing

    Marketing

    “Run ads on this listing with a landing page and follow up with every lead.”

    Landing page, lead form, ad creative and first-touch follow-up in one build, launched after budget approval.

  7. 07

    Book my showings

    Operations

    “Book showings for the Hendersons on these six MLS numbers Saturday afternoon.”

    Route with drive time, requests placed through BrokerBay, calendar blocked, itinerary sent.

  8. 08

    Run my follow-up today

    Follow-up

    “Who should I call today, and what should I say?”

    The CRM triaged into a call list with the message drafted for everyone else — the daily habit that used to take an hour at the desk.

  9. 09

    Monthly market update

    Marketing

    “Turn this month’s board numbers into a carousel and an email for my database.”

    Cited numbers from Homies Stats, one story that matters, a home-evaluation offer at the end.

  10. 10

    Launch this listing

    Operations

    “Help me launch 936 Somerville and crush it.”

    The full seller checklist, dated and on the calendar, with the feature sheet, MLS copy and launch posts drafted.

Capability

What the harness can do.

The counts below are read straight from the product codebase on the date shown — the skills a Manager Homie can delegate to, the tools inside them, and the apps a member can connect under Settings.

Built-in skills
37

Specialist skills the Manager Homie can hand work to — offers, CMAs, socials, CRM, calendar, documents, browser.

Codebase · September 2, 2026
Tools inside those skills
504

Individual actions a skill can take, from sending a Gmail draft to boosting a listing post.

Codebase · September 2, 2026
Apps a member can connect
23

Gmail, Calendar, Drive, Sheets, Docs, Outlook, Canva, Follow Up Boss, GoHighLevel, Lofty, Homies CRM, Instagram, Facebook, X, LinkedIn, TikTok, Reddit, Meta Ads, WhatsApp, 1Password, ChatGPT, Discord, Telegram.

Codebase · September 2, 2026
Walkthroughs in the video library
62

Two-minute walkthroughs catalogued for the library, from first sign-in to automations.

Codebase · September 2, 2026
Copy-and-paste prompts
23

Ranked asks on the prompt page, each one ending in an approval step.

Codebase · September 2, 2026

Shape of the harness

Tools per skill, top ten

Gmail, Calendar, Drive, Sheets and Docs
92
Socials: Instagram, Facebook, X, LinkedIn, TikTok, Reddit
90
Outlook and Microsoft 365
44
OREA offers and FINTRAC
41
Canva
28
Sandbox: code, data and files
21
Homies CRM
17
Cloud browser: REALM, BrokerBay, portals
14
WhatsApp Business
14
E-signature
14
Counted from each skill's manifest. Connected-app skills carry the most tools because every action on the app is its own tool; single-purpose skills like CMA or offers carry fewer, larger ones.

Members

Who is using it.

Realtors in Ontario first — the harness is wired to TRREB and ITSO data through board agreements — and, through the US and Canada listing skills, agents elsewhere in North America. Most members are individual agents; a growing share arrive through brokerage bundles.

Member accounts
222

Accounts on the platform across the cloud plan, brokerage bundles and dedicated installs, including staff.

Harness telemetry · September 2, 2026
Cloud sign-ups in the first four weeks
~70

Self-serve cloud accounts onboarded in the four weeks after the cloud plan opened.

Member records · August 24, 2026
Waitlist sign-ups
2,000+

Agents who joined the waitlist before self-serve sign-up opened.

Member records · July 25, 2026
At the weekly community call
~25

Members on the weekly onboarding and use-case call, beginners and power users together.

Member records · September 2, 2026

One member’s stack

“I quite literally run my entire real estate business on this platform.”

Daniel Foch, Homies co-founder and a practising broker, on a member onboarding call in September 2026: sixteen active listings each get an automated seller report every Monday built from ListTrac, REALTOR.ca and Meta Ads data — a job that used to take him over an hour a week; every listing runs ads with a landing page and lead follow-up; showings are booked through BrokerBay from the cloud browser; deal management runs each condition to closing from the accepted agreement.

Method

Method and sources.

Three rules govern every number on this page.

  • Counts, not estimates

    Harness figures are SQL aggregates over the tables the product writes to when work completes — offers, e-signature requests, published artifacts, captured leads, schedules — plus tool-call names on assistant messages.

  • Nothing read from chats

    No message content, prompts, reasoning or tool results are read or stored for this report. Members are ranked by aggregate counts only, and appear anonymously unless they have agreed to be named.

  • Dated and rebuilt

    The export runs monthly. Every figure carries the date it was true; the page rebuilds from the export file, so a number never drifts from its source.

FigureValueSourceAs ofWhere it comes from
Pieces of work completedHarness telemetrySeptember 2, 2026Aggregate export from the product database (scripts/usage-report/usage-report.sql).
Jobs run18.7KHarness telemetrySeptember 2, 2026Aggregate export from the product database (scripts/usage-report/usage-report.sql).
Conversations3,798Harness telemetrySeptember 2, 2026Aggregate export from the product database (scripts/usage-report/usage-report.sql).
Specialist runs in the background2,843Harness telemetrySeptember 2, 2026Aggregate export from the product database (scripts/usage-report/usage-report.sql).
Scheduled jobs set up163Harness telemetrySeptember 2, 2026Aggregate export from the product database (scripts/usage-report/usage-report.sql).
Members active in the week of August 2492Harness telemetrySeptember 2, 2026Aggregate export from the product database (scripts/usage-report/usage-report.sql).
Member accounts222Harness telemetrySeptember 2, 2026Account count from the admin API at export time.
Cloud sign-ups in the first four weeks~70Member recordsAugust 24, 2026Founder update, August 24, 2026.
Waitlist sign-ups2,000+Member recordsJuly 25, 2026Waitlist count, July 25, 2026.
At the weekly community call~25Member recordsSeptember 2, 2026Attendance at the community call in the week of September 2, 2026.
Built-in skills37CodebaseSeptember 2, 2026Skill manifests in the product repository, September 2, 2026.
Tools inside those skills504CodebaseSeptember 2, 2026Tool definitions across all skill manifests, September 2, 2026.
Apps a member can connect23CodebaseSeptember 2, 2026Connections exposed under Settings → Plugins, September 2, 2026.
Walkthroughs in the video library62CodebaseSeptember 2, 2026Library catalog entries, September 2, 2026.
Copy-and-paste prompts23CodebaseSeptember 2, 2026The prompt page, September 2, 2026.

This edition's export covers accounts, conversations, jobs, background runs, schedules and weekly activity. The per-kind counts of finished work — offers, CMAs, pages, posts, follow-ups, showings — and the member ranking are added once the tool-level export is validated. Until then they are left out rather than estimated.

Data through September 2, 2026. Harness export of September 2, 2026. Questions about the method: research@homiesai.com.