See how this works

Start with your rough message. Let AI organize it.

Your rough message

Hi Susan showing went well they liked kitchen worried about bedroom size second showing tomorrow will call after and photographer confirmed for Thursday

Organized draft

Hi Susan, today’s showing went well. The buyers liked the kitchen but had some concern about the bedroom size. We have a second showing tomorrow, and I’ll call you afterward with an update. The photographer is also confirmed for Thursday.

AI organized the facts and wording. It did not decide what happened or what the agent should recommend. The agent still reviews every line before sending.

Prompt account

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Modern luxury residence illuminated at blue hour.

Built by a real estate professional

Use AI for the busywork. Keep the judgment, trust, and client relationship with you.

Start with one real task — a listing caption, seller update, client email, market note, or follow-up — and get a better first draft.

Pick a daily task
No jargon. No replacing agents. Draft with AI. Decide like a professional.

Try it now

Start with a task you can finish today.

Choose one action, paste your real notes or facts, and check the draft before using it.

APG Pro tools

Paid tools for the repeat work agents and teams do every week.

The free guide stays focused on learning and prompts. The Pro tools are for agents, assistants, and operations managers who want faster checks, reusable voice rules, and a practical assistant setup.

APG Pro Suite + business integration

Self-serve plans: Starter $19.99/mo, Pro $39.99/mo, Business $79.99/mo. Each plan includes monthly AI credits so usage is useful but controlled. For agents who want help implementing this into their business, Anthony can assess the workflow, build the AI setup, and manage access as a monthly service.

Preview the assistant builder

Draft with AI. Decide like a professional.

Do not just use AI. Challenge it.

If you never disagree with AI, you are probably being fooled by its confidence. AI can organize the blank page, summarize notes, and draft faster, but it can also sound correct when it is wrong, incomplete, biased, too generic, or missing real-world context.

Use AI like a smart assistant, not an authority.

Good agents do not accept the first answer. They ask what might be wrong, what facts need verification, what could create fair-housing or compliance risk, and whether the draft protects the client. Your judgment is the point.

  • Make AI list its assumptions.
  • Make it flag unsupported claims.
  • Make it revise anything that sounds too promotional, risky, or unlike you.

AI Copy Scanner

Make the draft safer, sharper, and less generic.

Check prompts, emails, captions, and listing copy for private client information, access details, Fair Housing risk, unsupported claims, and copy that sounds like everyone else.

Built for real estate agents

Plain-English feedback. Cleaner rewrite included.

Open the Safety Scanner

When you are ready for more

Need more than the first prompt?

Use this path to learn the basics and organize simple messages. When you want the full prompt library, daily tasks, and tool recommendations, choose I use AI sometimes.

A useful division of labor

What AI should do for a real estate agent

Give it the repetitive work. Keep decisions, compliance, local knowledge, and client trust with the agent.

Turn rough notes into an email

Seller updates, showing recaps, buyer follow-up, and vendor coordination.

Create a first draft of listing copy

MLS remarks, brochure copy, website copy, and social captions.

Make follow-up faster

Open house visitors, old leads, past clients, and buyer check-ins.

Summarize information

Inspection notes, showing feedback, market articles, and meetings.

Build checklists

Listing launch, pre-photo, rental prep, and open house checklists.

Help with video and social

Hooks, captions, shot lists, talking points, and reel scripts.

Organize research

Market statistics, neighborhood notes, comparable sales, and sources.

Keep the agent in control

What AI should NOT do without you

Start with something you need today

Write the text or email in your own words. Let AI organize it.

Use ChatGPT, Gemini, Claude, or another AI chatbot. The ChatGPT button opens with editable starter text already in the message box, so you can fill in your notes before pressing send.

Open editable in ChatGPT
Your rough message

Hi Susan showing went well they liked kitchen worried about bedroom size second showing tomorrow will call after and photographer confirmed for Thursday

Organized draft

Hi Susan, today’s showing went well. The buyers liked the kitchen but had some concern about the bedroom size. We have a second showing tomorrow, and I’ll call you afterward with an update. The photographer is also confirmed for Thursday.

AI organized the facts. It did not decide what happened or what you should recommend.

You are still the agent

Where your value still matters most

AI can draft language. It cannot replace your read of the client, pricing judgment, negotiation strategy, relationships, local knowledge, compliance responsibilities, or trust. The point is to get a cleaner starting point so your experience can show up faster.

Daily AI habits for agents

Five ways to use AI this week

  1. Make a long email shorter and clearer before sending.
  2. Turn showing notes into a follow-up draft.
  3. Create MLS remarks, a caption, and an email from the same verified listing facts.
  4. Summarize market news into plain English for a client.
  5. Prepare an open house follow-up and three property talking points.

Not familiar

Start here. Three small steps.

No automation. No jargon. Learn the idea, try one task, and check the result.

The simple idea

AI is not the advantage. Knowing the workflow is.

Most agents open ChatGPT, type one vague sentence, get average output, and decide AI is overrated. Better agents give AI the market, client, property, tone, format, constraints, and examples. This site exists to make that easy.

Human reviewedNo vendor-written rankings
12 deep guidesSetup, limits, and alternatives
10 workflowsOrganized around agent outcomes
Open testingInputs, outputs, rubric, and limits

Choose one job

What are you trying to do?

Start with the business result. We will show you the tools, prompt, and checks.

New to AI?

Get useful in three moves.

01

Understand the basics

Learn what a model can do, where it fails, and what information should stay out of the chat.

Learn how AI works
02

Teach it your business

Save your voice, market, rules, and approved examples once.

Build the setup
03

Run one real workflow

Use an active listing or client task, then review every fact before publishing.

Choose a workflow

Optional advanced assistant

Tell Codex the task. Review the finished draft.

Codex can work across Gmail, Mac apps, and approved local files after you connect them.

Verified against OpenAI documentationJune 2026
Luxury desk with red notebook and AI real estate workspace.

Advanced workspace

Use the red-book setup as the visual language for deeper pages.

It feels more personal, premium, and operational than a generic tech graphic.

The honest version

Connect only what the task needs.

Codex sees nothing automatically. Authorize Gmail or Computer Use, share the smallest folder, and keep final sending under human control.

Say or type this

“Find the floor plan requested in Jamie’s email. Search the approved Dropbox listing folder, verify the address, attach the correct PDF to a Gmail draft, and write a short reply in my voice. Do not send.”

Speak with macOS Dictation or type. Dropbox must be synced to an approved local folder. Codex prepares the Gmail draft; you verify it and press Send.

Guided walkthrough

Watch the draft-only workflow.

This uses sample names and files. It demonstrates the verified process without exposing a real inbox or client document.

Codex
Ready

One request. A reviewed Gmail draft.

Press play to see the safe workflow.

01

Gmail

Find the thread and prepare the reply.

Draft only.
02

Synced Dropbox

Search an approved local listing folder.

Verify the address and version.
03

Computer Use

Move the verified file into the Gmail draft.

You press Send.

Starter instruction

Give Codex the outcome, sources, checks, and stopping point.

Act as my real estate operations assistant.

Review the request from [person] in [Gmail or Messages]. If they asked for a floor plan, brochure, disclosure, or property website:

1. Identify the property and requested item from the conversation.
2. Search only [approved listing folder / synced Dropbox folder / Google Drive].
3. Verify the address, filename, version, and link before using it.
4. If anything is unclear or missing, stop and ask me. Do not guess.
5. Draft a concise reply in my saved voice and include the verified attachment or link.
6. Show me the recipient, draft, asset, and source location.
7. Do not send until I approve the exact final message.

AI Basics

AI generates a response from patterns, context, and available tools.

It learned patterns during training. Your prompt, current conversation, uploaded files, saved instructions, and connected tools can shape the answer. None of that guarantees the answer is true.

Premium real estate AI workspace with red notebook.

Plain English first

Learn the tool from a real work surface, not a tech lecture.

The visual system should remind agents this is about their desk, clients, files, and decisions.

01

It starts with learned patterns.

A language model predicts useful language from patterns learned before your conversation. It is not a property database or MLS.

02

Your context changes the answer.

The prompt, chat history, files, and saved instructions tell it what matters for this task.

03

Tools can retrieve current information.

Search and connected apps can supply fresh information, but AI can still misunderstand a source or choose the wrong file.

04

Confident language is not proof.

Use verified property facts, then check every claim before the work reaches a client or the public.

01

A model is not a database

A language model generates a response from patterns learned during training plus the context available in the current interaction. It does not automatically retrieve a verified record for every statement.

Agent implication

Give it the property facts. Do not ask it to remember or infer them.

02

The prompt sets the assignment

A useful prompt defines the task, relevant context, allowed evidence, output format, and what failure looks like. More words are not inherently better; clearer boundaries are.

Agent implication

Specify the audience, facts, tone, length, exclusions, and final check.

03

Context is working memory

The active chat, uploaded files, saved instructions, and retrieved sources can shape the answer. Context is finite, can conflict, and may contain outdated material.

Agent implication

Keep one property per chat and replace obsolete briefs instead of stacking versions.

04

Fluency is not accuracy

AI can produce a confident sentence that is unsupported. NIST treats false or misleading generated content as a core generative-AI risk.

Agent implication

Verify every price, measurement, date, school, market statistic, legal statement, and property feature.

05

Search changes the evidence, not the duty

Research tools can retrieve current sources and attach citations. A citation can still be stale, misread, or irrelevant to the sentence beside it.

Agent implication

Open the original source, check its date and definition, then decide whether the claim is safe to publish.

06

An agent is a workflow, not magic

An AI agent combines instructions, context, tools, and multiple steps toward a goal. More autonomy also creates more places for errors, privacy failures, or unintended actions.

Agent implication

Start with draft-only automations and require human approval before anything reaches a client.

The professional operating model

AI drafts. You remain accountable.

For real-estate work, separate the process into four visible stages.

01

Verify inputs

Use seller-approved property details, current primary sources, and accurate client notes.

02

Constrain the draft

State what the model may use, what it must avoid, and the exact output required.

03

Review the result

Check facts, fair-housing language, brokerage requirements, privacy, tone, and visual accuracy.

04

Approve and publish

A named person—not the model—makes the final decision and owns the communication.

Privacy before convenience

Do not paste first and ask questions later.

Before uploading client or transaction information, check your brokerage policy, the product’s data controls, retention settings, and whether the account is approved for business use.

  • Remove access codes, government IDs, account numbers, signatures, and unnecessary personal details.
  • Do not upload contracts, financial records, or private client communications merely to save a few minutes.
  • Use temporary or business-grade controls where appropriate, and understand what they do before relying on them.
  • Keep protected-class information out of marketing segmentation and housing advertising decisions.

Now try it yourself

Use AI on a text or email you need to send today.

In ChatGPT, Gemini, Claude, or another AI chatbot, put your notes at the top and the organizer prompt directly below them. The ChatGPT button opens with that structure ready to edit, then you review it before pressing send.

Open editable in ChatGPT

Daily tasks

Pick a task. Copy the prompt. Paste your facts.

Start with what you need to get done. The app comes later.

Red notebook beside a real estate AI workspace.

Work from one brief

Property notes become prompts, drafts, and review checks.

This is the feeling we want on task pages: premium, organized, and practical.

I need to understand AI basicsA plain-English introduction
Listing launch

One verified brief becomes the campaign.

MLS remarks, email, captions, and video hooks.

Open the prompt
Video funnel

Make one fast reel and one complete tour.

The reel attracts attention. The tour explains the property.

Open the prompt
Agent-to-agent note

Share a listing with other agents.

Warm, professional, and useful without sounding like a public ad.

Open the prompt
Market update

Use current sources. Show every receipt.

No source means no published claim.

Open the prompt
Lead follow-up

Give them a real reason to reply.

No generic “just checking in” language.

Open the prompt

Your prompt library

Saved for later.

Saved prompts stay on this device.

Recommended stack

Use the right AI for the job.

Luxury real estate workspace with AI tools and red notebook.

Choose by task

The tool list should feel like an agent’s operating desk.

Use the red accent here to make the tools page feel less like a directory and more like a working setup.

Tony's Top PicksThe daily three
PlanChatGPT CaptureBlackmagic Camera EditCapCut

Affiliate disclosure: Some links on this page are affiliate links. If you sign up through one, Agent AI Field Guide may earn a commission at no extra cost to you. Affiliate links are labeled beside the tool.

01

Text + research

Writing + strategy Open
Tony's Top Pick

ChatGPT

A practical first stop for listing copy, follow-up sequences, seller scripts, email campaigns, SOPs, and brainstorming.

Agent use:

Feed it property facts, audience, local context, brand voice, and the exact output format.

Writing + long context Open

Claude

Strong for polishing longer content, rewriting listing presentations, summarizing client notes, and making copy sound natural.

Agent use:

Give it examples of your past writing and ask it to match structure without copying wording.

Research + Google ecosystem Open

Gemini

Useful for research, planning, Google-friendly workflows, local business research, and alternate drafts.

Agent use:

Ask it to compare options, summarize research, and convert findings into client-safe language.

Source-backed research Open

Perplexity

Good for finding sources, checking market claims, and building educational content with references.

Agent use:

Use it before publishing market commentary, rate explanations, or neighborhood guides.

02

Design + editing

Design + social posts Open

Canva AI

A practical design hub for social posts, listing flyers, carousels, presentations, and reusable brand templates.

Agent use:

Create templates once, then reuse AI-assisted layouts for listings, testimonials, and market updates.

Photo editing Open

Adobe Firefly / Photoshop

Strong option for generative fill, cleanup, background extension, and high-quality visual edits.

Agent use:

Use for marketing polish, not misrepresentation. Keep permanent property features accurate.

03

Video + repurposing

The two-video funnel

One property. Two edits. Two different jobs.

Do not force one video to win attention and explain the entire home. Shoot once, create both cuts, and publish them back to back.

01 · Earn the view

Fast hook cut

Use sharp edits, a strong opening, movement, personality, and influencer-style pacing. Its job is to stop the scroll and put the property in front of more people.

02 · Build the buyer

Slow property cut

Let rooms breathe. Show layout, transitions, finishes, light, and the details a serious buyer needs to understand the home. Its job is clarity, not raw views.

03 · Connect the posts

Publish as a pair

Post the two edits back to back. In the fast video's caption, point to the full tour; in the full tour's caption, point to the short edit. The quick cut brings the eyeballs. The slower cut brings the buyer.

Pro camera controls Open
Tony's Top Pick: Cinematic Video

Blackmagic Camera

Blackmagic Camera gets more from an iPhone by exposing film-style controls for frame rate, shutter angle, white balance, ISO, focus, monitoring, and supported ProRes recording instead of leaving every choice to auto mode.

Agent use:

Modern iPhones can capture high-quality footage when exposure, movement, lighting, and audio are controlled. The app exposes those controls; it does not replace good production decisions.

Video editing Affiliate · Open
Tony's Top Pick

CapCut

Fast mobile-friendly editor for reels, captions, talking-head videos, listing clips, and short market updates.

Agent use:

Record one clean clip, then use captions, cuts, and templates to create several platform-ready versions.

Podcast + video cleanup Open

Descript

Useful for editing videos like documents, removing filler words, cleaning audio, and repurposing long content.

Agent use:

Turn a 10-minute market update into clips, captions, and an email summary.

Advanced video generation Open

Runway

More advanced creative tool for AI-assisted video generation, image motion, and polished campaign visuals.

Agent use:

Use for brand videos and creative marketing assets, not for changing factual property conditions.

Clip repurposing Open

OpusClip

Turns longer video into short social clips with hooks, captions, and platform-friendly cuts.

Agent use:

Use after webinars, listing tours, market updates, and client education videos.

04

Image generation

Image generation Open

Midjourney

Strong for premium brand visuals, campaign concepts, lifestyle imagery, and polished creative direction.

Agent use:

Use for brand marketing and educational visuals. Do not use it to create fake listing photos.

Text inside images Open

Ideogram

Helpful when you need AI-generated images that include cleaner poster-style text or graphic concepts.

Agent use:

Use for social graphics, event promos, and campaign concepts before finalizing in Canva.

05

Real estate visuals

Virtual staging Open

BoxBrownie

Real-estate-focused visual marketing service for virtual staging, image enhancement, floor plans, and renders.

Agent use:

Use when listing visuals need a professional real estate production workflow.

Interior concepts Open

ReimagineHome

Helpful for style concepts, room inspiration, landscaping ideas, and visualizing design direction.

Agent use:

Use as an inspiration tool for buyers and sellers. Label concepts clearly when sharing.

Floor plans Open

magicplan

Mobile tool for creating floor plans, room measurements, reports, and property documentation.

Agent use:

Use for listing prep, renovation conversations, investor walk-throughs, and buyer visualization.

06

Voice + presentations

Voiceovers Affiliate · Open

ElevenLabs

AI voice tool for polished narration, listing-video voiceovers, educational clips, and multilingual audio.

Agent use:

Use consent and transparency if cloning a real voice. Keep listing claims accurate.

Presentations Open

Gamma

Fast AI presentation builder for seller decks, buyer guides, market explainers, and training material.

Agent use:

Draft the structure with AI, then add your comps, local proof, screenshots, and brokerage branding.

Meeting notes Open

Fathom

Records and summarizes video calls so consultation notes, next steps, and follow-ups do not disappear.

Agent use:

Use for seller consults, team meetings, vendor calls, and post-call recap emails.

07

Workspace + automation

AI notes + workspace Open

Notion AI

Useful for organizing SOPs, prompt libraries, content calendars, checklists, and internal training.

Agent use:

Build a private agent wiki with your best prompts, templates, vendor lists, and repeatable workflows.

Automation Open

Zapier AI

Connects apps and automates repetitive work across forms, CRMs, email, spreadsheets, and notifications.

Agent use:

Send new leads to your CRM, notify your team, draft follow-ups, and log tasks without manual copying.

Visual automation Affiliate · Open

Make

More visual automation builder for multi-step workflows that move information between tools.

Agent use:

Useful for agents or teams that want repeatable marketing and operations systems.

How AI is actually steered

The trick is not a magic phrase. It is control.

Do not flatter the AI or ask it to “be amazing.” Control what it can use, show it what good sounds like, define failure, and make it check its own draft before you see it.

01

Show, then tell

Paste 3-5 pieces you actually wrote. Ask AI to identify your sentence length, warmth, formality, detail level, and habits before it drafts anything.

02

Build a fact fence

Put approved details inside a clearly labeled facts section. Tell the model that anything outside it is unavailable, not an invitation to guess.

03

Define failure

Name the phrases, claims, tone, and formatting you do not want. “Professional” is vague; “no hype, no invented amenities, 100 words” is testable.

04

Give it a finish line

Set the audience, purpose, word count, structure, call to action, and number of options. The model can only hit a target that exists.

05

Force a quality pass

Tell AI to compare its draft with your facts, samples, and success criteria, repair every miss, and return only the corrected version.

Backed by official guidance: OpenAI Anthropic Google

Your prompt library

Copy a prompt. Replace the brackets.

Use verified information and review the result.

The prompt looks long because it does the setup for you.

Save your voice and business rules once. For each new property, paste the verified facts once into its own chat. After that, ask for captions, emails, and updates in the same chat so the work stays consistent.

Set it up once

One test, shown plainly

Generic asks for words. Structured prompting controls the work.

Fictional test property: two bedrooms, two bathrooms, 1,180 square feet, balcony, one parking space, open Sunday 1–3 PM. No renovation date or neighborhood claims were supplied.

Generic request Write an exciting Instagram caption for my new listing.
Step into luxury in this beautifully renovated gem in one of the city’s most sought-after neighborhoods. This one won’t last—schedule your private tour today!
  • Invented “renovated”
  • Unsupported neighborhood claim
  • Fake urgency
  • Ignored the verified facts
Field Guide prompt
Two bedrooms, two baths, and 1,180 square feet—with a private balcony and one parking space included. Join us Sunday from 1–3 PM for a closer look at the layout and details.
  • Used only supplied facts
  • Included the event details
  • No unsupported claims
  • Clear next action
Best first task

Organize a rough text or email

What this is for Cleaning up a message you already need to send.

When to use it For a client, agent, vendor, or colleague.

What to paste in Your rough message, even if it is messy.

My rough message: [PASTE YOUR NOTES HERE]

Organize my rough message into a clear, professional [text or email] for [who it is going to]. Keep my meaning and natural tone. Make it concise and easy to read. Do not add facts, promises, recommendations, or deadlines. If something important is unclear, put it under “Check before sending” instead of guessing.
What to check before using the answer

Confirm every fact, name, date, promise, and next step. Edit anything that does not sound like you.

Listing preparation

Listing launch checklist

What this is for Turning a listing brief into an organized preparation list.

When to use it Before photography, marketing, or launch day.

What to paste in Property status, launch date, approved marketing plan, vendors, and completed work.

Build a practical listing launch checklist from the information below. Group it into: property preparation, documents and verified facts, photography and video, marketing materials, launch day, and follow-up. Mark anything not provided as “Confirm with agent.” Do not invent requirements, dates, vendors, or property details. Put tasks in a sensible order and identify which items depend on another task.

Listing information: [paste verified details, dates, approved plan, vendors, and completed work]
What to check before using the answer

Confirm deadlines, brokerage requirements, vendors, responsibilities, and every property detail.

Start here

Build my voice fingerprint

# Role
You are a forensic copy editor. Analyze how I naturally communicate; do not imitate a public figure or copy a distinctive phrase.

# My writing samples
<samples>
1. [paste something you wrote]
2. [paste something you wrote]
3. [paste something you wrote]
</samples>

# Task
Create a reusable Voice Fingerprint covering:
- sentence length and rhythm
- warmth and formality
- point of view
- amount of detail
- openings, transitions, and calls to action
- words or habits I repeat
- phrases and tones that would sound unlike me

Quote no more than 5 words from any sample. Separate strong evidence from uncertain inference. End with a 10-rule voice checklist I can paste into future prompts.
ChatGPT + Claude

Instagram caption in my voice

# Role
You are a senior real estate copy editor. Match the observable habits in my samples without copying phrases or pretending to be me.

# Voice reference
<samples>
[paste 3-5 captions you wrote]
</samples>

# Verified property facts
<facts>
[address, status, price, beds, baths, size, features, location, amenities]
</facts>
Anything not in <facts> is unknown. Do not invent or “improve” it.

# Goal
[just listed / sold / open house / buyer represented]
Audience: [who should care]
Call to action: [exact action]

# Success criteria
- [80-120] words in 2-3 short paragraphs
- local, assured, useful, and natural
- no clichés, unsupported claims, fair-housing risk, or fake urgency
- avoid these phrases: [your blacklist]
- end with [6-8] relevant hashtags

Silently profile the samples, draft, fact-check against <facts>, and revise every failed criterion. Return only the final caption.
ChatGPT + Claude

MLS remarks without invented facts

# Role
Act as an MLS copy editor. Accuracy outranks persuasion.

# Verified facts
<facts>
[paste only seller-approved and verified property details]
</facts>

# Audience and positioning
Likely buyer need: [space / convenience / renovation / privacy / value]
Market context I have verified: [optional]

# Output
Write [150-220] words. Lead with the clearest buyer benefit, move through the home in a logical order, and close with location or community value.

# Hard rules
- Use only <facts>.
- Never infer condition, quality, view, walkability, schools, safety, or renovation dates.
- Avoid protected-class language, coded buyer descriptions, hype, and fake urgency.
- Flag contradictions or missing essentials instead of filling gaps.

Audit every sentence against <facts>. Return the remarks, then a separate VERIFY list only if something needs my review.
Gemini + Perplexity

Market update with receipts

# Research question
[exact market, date range, property type, and question]

# Source rules
- Search current information; do not rely on memory.
- Prefer government records, local MLS reports, central banks, and original research.
- Cite a direct link beside every number or time-sensitive claim.
- State the publication date and the period the data describes.
- If sources disagree, show the disagreement. If a claim cannot be verified, omit it.

# Deliverable
1. Five verified findings
2. What changed and what did not
3. What this may mean for [buyers / sellers], clearly labeled as interpretation
4. A 150-word client email in plain English
5. A claim-check table: claim | source | date | confidence

Do not use “the market is crashing,” “now is the perfect time,” or any guaranteed prediction.
Campaign workflow

Listing launch from one source of truth

# Source of truth
<facts>[verified property details]</facts>
<voice>[paste your Voice Fingerprint]</voice>
Campaign goal: [goal]
Audience: [audience]

# Work in this order
1. Normalize the facts into a table and mark missing fields.
2. Identify 3 defensible marketing angles using only <facts>.
3. Wait for me to choose an angle.
4. After I choose, create:
   - MLS remarks
   - portal description
   - 3 captions with different hooks
   - 3 reel scripts under 30 seconds
   - open-house email and SMS

# Guardrails
Keep every asset consistent with <voice> and <facts>. Do not add features, market claims, demographics, or urgency. End each asset with a FACT CHECK line listing the facts it used.
Agent-to-agent

Top Agent Network / Internal Loop Post

What this is for A professional peer-to-peer note when you want other agents to know about a listing, buyer need, off-market conversation, open house, or useful property update.

When to use it For Top Agent Network, office groups, brokerage loops, and trusted agent circles.

What to paste in Only verified details, what you are hoping agents can help with, and the best next step.

# Role
Write a polished but human agent-to-agent post. It should sound like an experienced real estate professional sharing something useful with peers, not like public advertising copy.

# Context
Audience: [Top Agent Network / internal brokerage loop / trusted agent group]
Purpose: [share a listing / find a buyer match / announce open house / ask for agent feedback / share buyer need]

# Verified facts
<facts>
[paste only verified property details, timing, showing notes, approved materials, buyer criteria, or relevant context]
</facts>

# Tone
Restrained, professional, and peer-to-peer. Start with “Hi all,” unless a more formal group requires “Dear [Group].” Sound like you are sharing useful information with agents you know, not advertising to the public.

# Rules
- Use only the verified facts above.
- Do not invent property details, motivation, urgency, buyer type, safety, school, neighborhood ranking, or investment claims.
- Do not sound like an MLS description or Instagram caption.
- Keep it useful for another agent who may have a real client need.
- Lead with the property identity and main facts.
- Use restrained positive language only when supported.
- Do not repeat the same fact in multiple sentences.
- Include one clear next step, such as “please reach out if this may fit someone you are working with,” “happy to send the approved materials,” or “happy to coordinate a showing.”

# Output
Return one ready-to-post version under 170 words. If something needs review, add a short VERIFY line.
Follow-up

Lead message that earns a reply

# Known context
Lead source: [source]
What they did: [action]
What they said: [exact notes]
Known timing/area/budget: [facts or unknown]
My relationship to them: [none / met once / referral / past client]

# Task
Write one SMS that makes the next step easy.

# Rules
- 35-55 words
- use only known context
- sound observant and helpful, not automated
- ask one low-effort question
- no “just checking in,” “touching base,” guilt, false scarcity, or meeting request unless the context supports it
- never pretend we spoke before if we did not

Return 3 versions: direct, warm, and advisory. Under each, explain in one sentence why a person might reply.
Client communication

Seller update from messy notes

# Role
Turn my notes into a calm, candid seller update. Do not soften bad news or overstate weak signals.

# My voice
<voice>[paste Voice Fingerprint]</voice>

# Raw notes
<notes>[showings, feedback, inquiries, online activity, comparable activity, next steps]</notes>

# Output
Subject line + email with these sections:
1. What happened
2. What the feedback suggests
3. What it does not prove yet
4. My recommendation and why
5. Decision needed from the seller

# Rules
Separate fact from interpretation. Use exact numbers when provided. Do not invent buyer sentiment or claim a trend from one comment. Keep it under [250] words and end with one clear decision question.
Repair prompt

Fix a bad AI draft

# Evidence
<voice>[paste Voice Fingerprint or 3 writing samples]</voice>
<facts>[verified facts the draft is allowed to use]</facts>
<draft>[paste the bad output]</draft>

# Audit first
Create a private checklist for:
- facts added, changed, or exaggerated
- generic AI phrases and clichés
- mismatch with <voice>
- weak opening, repetition, and unclear call to action
- fair-housing or compliance risk

# Rewrite
Preserve every accurate fact and the intended message. Remove unsupported language. Match the observable traits in <voice> without copying its wording. Shorten by [20-30%].

Return only:
1. REVISED VERSION
2. VERIFY BEFORE PUBLISHING: only claims that still need human confirmation
Before you use the write-up
  • Confirm every feature, measurement, date, and location claim.
  • Remove hype, urgency, or buyer descriptions that are not supported.
  • Edit the wording until it sounds like you, then follow brokerage review rules.
Why these prompts include rules

Short requests leave the AI guessing. The extra context controls facts, tone, length, and what it must not invent. You save the permanent parts once; only the property facts change.

Beginner guardrails

Rules for using AI safely in real estate

AI prepares drafts. You remain responsible for the facts, advice, tone, and final message.

The rule

Draft with AI. Decide like a professional.

AI does not replace the agent, experience, compliance, local market knowledge, or client trust. It helps with the basics, the repetitive work, the blank page, organization, and follow-up. Before anything reaches a client, another agent, or the public, challenge the answer and make the final decision yourself.

Use verified facts

Never let AI fill a gap in property details. If you do not know, say it is unknown.

Keep private information out

Do not paste private client information unless your brokerage policy and the tool settings allow it.

Review every sentence

Check facts, sources, tone, fair housing language, and brokerage requirements before publishing.

Describe the property, not the buyer

Do not target, prefer, discourage, or exclude protected groups.

Use drafts, not final judgment

AI should not decide pricing, negotiation strategy, or legal, tax, lending, and compliance questions.

Ask your broker when unsure

Your brokerage rules and professional obligations come before an AI answer.

Challenge confident answers

Ask AI what might be wrong, unsupported, too generic, or risky before you decide what is actually useful.

Protect the client

Remove unnecessary private information and make sure the final message serves the client, not just the task.

AI Prompt + Response Scanner

Build better prompts. De-slop the AI answer.

Use this two ways: first, clean up the prompt you are about to paste into ChatGPT, Gemini, or another AI tool. Then paste the AI response back here to make it sound more human, more specific, and safer before anyone sees it.

This is a prompt-generation and response-review tool. It flags potential issues and style problems; it is not legal advice, brokerage approval, or a compliance guarantee. AI can make mistakes. Remove anything AI invented or that you cannot verify, then review every fact, claim, tone choice, and compliance risk before sending or publishing.
01

Choose what you are checking

Prompt checks and response de-slopping run locally with a real-estate rule set. No OpenAI key is required and scanner use does not create OpenAI usage charges.

Free trial 5 free scans left for this scanner.

Before using any output: delete unsupported AI-generated content, verify property facts, and make sure the final version sounds like you.

02

Listing polish kit

Extract useful facts, spot what is missing, and create sharper starting points.

Listing readiness Waiting for scan
--

Facts found

Scan text to extract usable property facts.

Helpful facts to add

  • Bedrooms, baths, square footage, parking, outdoor space, open house time, and the strongest verified feature.
Review notes

Ready to scan

100

Paste a prompt before using AI, or paste the AI response after it answers, to get a cleaner version and review notes.

Reasoning

After scanning, this will explain what the prompt may cause AI to assume, or why the AI response sounds generic, risky, or unsupported.

Scanner proof

Tested against 1,000 real estate-style cases and 1M local stress replays.

This benchmark checks whether the scanner catches private details, access codes, Fair Housing risk, unsupported claims, and generic AI wording, then returns cleaner local draft options. It is a rule-based scanner benchmark, not a claim that the tool was trained on private or proprietary agent data.

1,000

Unique local test cases run

100%

Risk cases flagged

1M

Local repeatability stress replays

100%

Generic AI wording reduced

What was tested

500 Prompt Builder tests and 500 Response De-Slopper tests covering listing captions, MLS copy, seller updates, open house follow-up, client emails, property facts, confidential seller motivation, school/safety language, access codes, unsupported investment claims, and common AI phrases such as “stunning,” “nestled,” “boasts,” and “won’t last.”

Evidence standard: the scanner must identify the issue category, explain the risk, preserve allowed property facts such as addresses, remove risky access details, and produce cleaner local draft options that tell the agent what to verify before use. The July 13 local benchmark returned 100% pass rate across 1,000 structured cases and 0 failures across 1,000,000 synthetic stress replays.

Voice Profile Builder

Train AI to draft closer to the person approving the work.

Built for real estate assistants, operations managers, and marketing coordinators who write for a principal, team lead, or agent. Paste approved writing samples, add the new property or client facts, and get a reusable voice profile plus a copy-ready prompt.

This is for authorized writing support, not impersonation. Use samples you have permission to use, verify every fact, and keep the final approver in control. Best use: reduce revision rounds on captions, emails, listing descriptions, broker posts, seller updates, and private-placement outreach. Do not use it to send messages without review.
01

Build the voice profile

Paste two or three approved examples from the person you support. The tool pulls out style rules you can reuse in ChatGPT, Gemini, Claude, or your saved AI workspace.

This tool builds a style profile and prompt. It should not create facts, pricing advice, legal advice, or a message that goes out without the agent or principal reviewing it.

02

Generated voice profile

Save this in a ChatGPT Project, Gemini Gem, Claude Project, or the team’s internal style guide.

Profile confidence Waiting for samples
--
Paste approved writing to detect style patterns.
03

Prompt to use with AI

Paste this into ChatGPT, Gemini, Claude, or your saved AI workspace after the new facts. It tells AI how to draft closer to the approver’s style.

Open ChatGPT

Inspired by brand voice tools

Same idea, narrowed for real estate support teams.

Popular AI writing platforms use brand voice profiles, sample-based tone analysis, and reusable style instructions. This version turns that concept into a practical assistant workflow for real estate: approved examples in, verified facts in, reviewed draft out.

01

Paste approved examples

02

Build reusable voice rules

03

Draft from verified facts

04

Approver reviews before use

What to save in the profile

Openings the person actually uses, sentence length, formality level, warmth, restraint, phrases to avoid, usual calls to action, brokerage/compliance rules, preferred formats, and examples of approved drafts. Do not save private client information, passwords, access codes, seller motivation, or confidential negotiation details.

APG Assistant Builder

Build a reusable AI assistant for the busywork around your business.

Create a saved operating prompt for listing prep, seller updates, broker outreach, open house follow-up, research notes, vendor coordination, and marketing requests. The assistant prepares the draft or checklist; the agent still approves what goes out.

This tool builds instructions for ChatGPT, Gemini, Claude, or a saved AI workspace. It does not connect to your inbox, files, Dropbox, or CRM by itself. Use approved facts only. Do not include passwords, access codes, private client details, seller motivation, or negotiation strategy unless your brokerage policy and tool settings allow it.
01

Describe how the assistant should work

Give it your role, common tasks, approved sources, and review rules. The output becomes your reusable setup prompt.

02

Assistant task menu

These are the repeatable jobs your assistant can help prepare.

Waiting for setup

Add your business context or use the sample to build the task menu.

03

Reusable assistant setup

Save this as the instructions for your AI workspace.

04

Example command

This is the first thing you can ask after the assistant is saved.

Open ChatGPT

Pricing direction

AI credits keep the tools useful and controlled.

APG keeps the free education free, then uses paid AI-credit plans for scanner checks, voice profiles, and assistant systems. Credits reset monthly and prevent unlimited usage from running up backend costs.

$19.99

Starter: 500 monthly AI credits

$39.99

Pro: 1,500 monthly AI credits

$79.99

Business: 3,500 monthly AI credits

15%

Annual option discount when Stripe links are created

Important limitation

This builder creates instructions and task flows. Connected actions such as drafting an email from Gmail, finding a Dropbox file, attaching a PDF, or sending a message require separate integrations, permissions, and human approval. Do not market it as an automatic inbox or file assistant until that backend is built and tested.

Done-with-you service

AI implementation for an actual real estate business.

This is for agents or teams who do not just want tools. Anthony gets on a call, studies how the business actually works, identifies where AI belongs, builds the practical workflows, and manages access so the setup stays usable.

One-time assessment $299

Business workflow review, AI opportunity map, tool recommendations, risk notes, and a practical 30-day action plan.

Best for agents who want to know where AI is worth using before committing to a monthly service.
Team implementation $999/mo

For small teams that need shared workflows, assistant rules, role-based access, team training, and recurring AI process improvements.

Annual option: $10,190/year, equal to $849/mo with the 15% annual discount.
What is included in the monthly management fee?

APG tool access, AI workflow setup, monthly refinement, saved prompt maintenance, business-specific assistant instructions, and practical guidance on where AI should and should not be used. Third-party AI subscriptions, brokerage systems, and paid automation tools may still have their own costs.

Ask about implementation

About this guide

Built inside real estate, for real estate professionals.

Agent AI Field Guide was created by Anthony DiMare to help agents use AI on practical daily work without giving up judgment, trust, or accountability.

A faster starting point, not a substitute for experience.

The guide focuses on client-ready emails, verified listing facts, repeatable checklists, and review before sending. Tool recommendations are optional; the task always comes first.

Email Anthony

Build your saved AI workspace

Teach it once. Give each property its own room.

The goal is not to paste your biography and voice rules every morning. Save your durable business context once, then give the AI one verified brief for each new property.

What “learning” really means

Your AI is not secretly retraining itself on your business. It becomes more useful by reusing saved instructions, files, conversations, examples, and corrections. Save approved work; do not teach it from drafts you disliked.

Recommended memory workflow

ChatGPT: create a Project

  1. Create a new Project named “Real Estate Marketing.”
  2. Choose project-only memory when that option is available.
  3. Open Project settings and paste the Agent Builder prompt below.
  4. Upload your Brand Brain: bio, markets, services, voice samples, approved examples, and words you avoid.
  5. Start one chat per property and paste its Property Brief once. Keep every asset for that property in the same chat.

Projects can use their chats, instructions, and uploaded files as continuing context. A custom GPT is useful for fixed instructions, but it does not use saved memory or previous conversations.

Official ChatGPT Projects guide
Recommended Gemini setup

Gemini: create a Gem

  1. Open Gemini on the web, go to Gems, and create a new Gem.
  2. Name it “Real Estate Marketing Agent” and paste the Agent Builder instructions below.
  3. Add your Brand Brain files under Knowledge, then preview and save the Gem.
  4. Start one chat per property and paste its Property Brief once. Return to that same chat for every new asset.
  5. When your preferences change, update the Gem instructions or replace the Brand Brain file with the approved version.

Gems save instructions and knowledge files, but Gemini's past-chat Memory is not currently available inside Gems. The dependable memory is the Gem setup, its files, and the active property chat.

Official Gemini Gems guide
Permanent setup prompt

Build my Real Estate Marketing Agent

Open editable in ChatGPT
# Role
You are helping me build a persistent real estate marketing workspace. Interview me one question at a time. Do not draft marketing content yet.

# Learn these durable facts
1. My business, role, markets, specialties, and audiences
2. My voice: sentence rhythm, warmth, formality, detail level, openings, calls to action, and phrases I avoid
3. My brokerage and compliance rules
4. My preferred formats for MLS remarks, captions, emails, texts, reels, and seller updates
5. My source hierarchy and facts that always require verification
6. Examples I approve and examples I reject, including why

# After the interview
Create:
- PERMANENT INSTRUCTIONS: concise rules for this Project or Gem
- BRAND BRAIN: a clean reference document containing my durable business and voice context
- PROPERTY BRIEF: a fill-once template for each new listing
- APPROVAL LOG: a simple format for recording only corrections and examples I explicitly approve

# Operating rules
- Keep permanent business rules separate from property-specific facts.
- Never carry an address, price, feature, client detail, or status from one property into another.
- Treat drafts as unapproved until I say “Approved—save this pattern.”
- When I approve a pattern, explain the reusable lesson in one sentence and add it to the Approval Log.
- When information conflicts, ask me which version is current.
- Never invent property, market, school, demographic, legal, financial, or brokerage claims.
01Set up once

Save permanent instructions and your Brand Brain.

02Brief once per property

Paste verified facts into one dedicated property chat.

03Create everything

Run the prompts above without re-entering the property.

04Approve the lesson

Save only the patterns and corrections you want repeated.

How to get better output

The agents who win with AI give it better inputs.

01

Give context first

Market, audience, property facts, client motivation, and tone should come before the request.

02

Ask for a format

Tell AI exactly what to return: bullets, email, script, checklist, captions, table, or campaign plan.

03

Use samples, not adjectives

“Sound premium” means almost nothing. Three examples of your real writing give the model a pattern it can inspect and reproduce.

04

Check facts before publishing

Verify prices, rates, square footage, school info, local claims, and anything that affects client decisions.

05

Do not fake the property

Editing should improve presentation, not mislead buyers. Label virtual staging and conceptual visuals clearly.

06

Save your best prompts

Build a small library for listings, buyers, sellers, past clients, open houses, and market updates.