Free class · Systems and automation
Most agents are still typing long descriptions of things AI can already see. This class shows you how to show it the screen, the document, the listing photos, or a quick voice note instead, and how to make it admit what it can't confirm before you act on anything.
Part 1
In an RPR survey of 225 NAR members, published by NAR in February 2026, 71%named saving time as AI's top value and 63%named accuracy of outputs as their top concern. Agents love the speed and don't trust the output. Every workflow here builds in both.
AI can tell you what it sees. It can't tell you what's legally, factually, or professionally safe to conclude. So no legal, inspection, valuation, or Fair Housing conclusions come out of an image. Those become questions for the right professional. And nothing gets sent, published, or entered anywhere without your review.
Three things never go into any AI tool: passwords and login codes, wire instructions, and unredacted client files. Run the gate before anything gets attached. If an artifact fails it, crop it, redact it, or don't use it.
Visual analysis never produces conclusions about who a home or a neighborhood is for. Describe the property, never the people. Anything that touches protected classes, steering, or neighborhood suitability goes to your broker, not the chatbot.
Part 2
Paste the handoff first, then attach the artifact. Don't clean up or summarize it before you attach it. Letting AI do the looking is the point. Fill in the brackets once and reuse it for anything you show AI.
The show-it handoff
I am a licensed real estate agent in [state], working in [market]. I am attaching an artifact: [what it is, e.g. a screenshot of my MLS input screen / a photo set of a property / a fictional inspection summary]. This artifact is [what it is not, e.g. not a legal document, not a verified property record, not client-approved material]. Here is what I need from it: [one specific job]. You describe, organize, and question. You do not advise, conclude, or decide. Your output is for me only. Rules: - Never ask me for, and never repeat back, passwords, login codes, wire instructions, or unredacted client information. - Separate everything you produce into OBSERVED / INFERRED / CANNOT CONFIRM. Never promote an inference to a fact. - Never state a legal, valuation, inspection, or Fair Housing conclusion. If the artifact raises one of those questions, phrase it as a question for the responsible professional and name that professional. Respond in exactly these blocks: 1. OBSERVED What the artifact literally shows or says. No interpretation in this block. 2. INFERRED What the artifact reasonably suggests, each item clearly labeled as an inference, not a fact. 3. CANNOT CONFIRM What the artifact cannot prove, however plausible it seems. If this block is empty, you are overclaiming. 4. QUESTIONS FOR THE RESPONSIBLE PROFESSIONAL Every conclusion-shaped item, converted into a question and addressed to a named role: broker, attorney, inspector, lender, appraiser, or HOA. 5. ONE USABLE NEXT ACTION Exactly one concrete step I can take in the next ten minutes. Do not send, publish, or enter anything anywhere. The human reviews first.
Good output keeps the blocks honest. If it comes back as one confident paragraph that blends what it saw with what it concluded, rerun it and tighten the job line. An empty “cannot confirm” block means it's overclaiming.
The MLS setting, error message, or form that stopped you. Ask: what is this screen trying to do, what can't you confirm from this image, and what do I do next?
A redacted or sample inspection report, HOA covenant, or estimate. Ask for the passages that matter quoted with page numbers, what's missing, and what to ask the inspector or attorney.
Listing photos in, two lists out: what's visible, and what still needs verification before you repeat it. Plus the questions a buyer will ask you.
Talk for 60 seconds after a showing. Get objective notes, client preferences, open questions, tasks, a follow-up draft, and a CRM note. Nothing gets sent or saved automatically.
Crop a screenshot to the confusing part, one screen at a time. Name each photo before you attach it, like “kitchen” or “panel,” so the answer can point to it. Use fictional or fully redacted documents only. Never a live client contract.
Part 3
From listing photos, you want a verification list longer than you expected: system ages, what's behind the walls, permits, square footage, whether anything works. That list becomes your seller questionnaire and your inspector conversation. The content angles should read like a careful agent wrote them, not a brochure.
Attach two photos of the same room and ask which one is virtually staged, and how it can tell. It'll point to shadows, light, reflections, and perspective. Buyers can tell too. Label every virtually staged photo, every time.
Observed, inferred, and cannot confirm, kept apart. One confident paragraph is a failure.
A quoted page against the page. A photo claim against the photo. A memory against the record.
Legal, valuation, inspection, or Fair Housing becomes a question for a named professional, not an answer.
A draft is not a send. It stays a draft until you read it and decide.
This week, stop describing one problem. Show it instead, make AI name what it doesn't know, and take the next verified action.
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It can write a first draft, and it'll guess. It might say the countertops look like granite. You know whether they are. Correct every detail you know, like finishes and square footage, and treat anything else it says as an observation, not a verified property fact. If a photo is virtually staged, label it.
Only redacted or fictional ones. Never upload passwords, login codes, wire instructions, or unredacted client files. Check your AI tool's activity and data settings before you use it for anything client-adjacent, and follow your brokerage's AI policy. If a screenshot shows a client's name and loan number, it's not workflow material.
It can quote the passages that matter with page numbers, summarize them in plain English, list what the document references but doesn't include, and draft questions for the inspector or attorney. It can't tell you what's safe to conclude. Check at least one quote against the page yourself.
It can compare photos and point to contact shadows, lighting direction, reflections, and perspective that don't match the room. Its verdict is an opinion about images with a confidence level, not a fact about the property. If it matters for a transaction, ask the listing agent directly.
The class used Gemini, because its phone app handles the camera, screen sharing, files, and voice in one place. ChatGPT and Claude also accept images. Use the one you already pay for. The method, the privacy gate, and the three-way split into observed, inferred, and cannot confirm work in any of them.
Systems and automation
Write any recurring job as trigger, middle, exit condition, and iterations, so AI drafts on a schedule and you keep the send button.
Systems and automation
Set up one inbox, a short context file about you, clear homes with their own instructions, a system map, and a filing log any AI can work from.
Systems and automation
Capture, Analyze, Produce, Iterate: four moves that turn one-shot prompting into a system, run on a quiet prospect, a client picture, and your cash.
Library
The whole library of recorded classes, by topic.
Research sources
NAR's report on RPR's February 2026 survey of 225 member agents, the source of the time-savings and accuracy-concern figures on this page.
First-party help for showing Gemini what your camera or screen sees.
Supported file types and upload limits for documents, images, and audio.
How to check and change the activity setting before any client-adjacent use.
First-party guidance for providing images to Claude for analysis and visual reasoning.
Current professional standards requiring a true picture in advertising and prohibiting misleading images and manipulations.
The federal law behind the rule to describe the property, never the people.
Product access, limits, local listing rules, platform policies, and laws can change. Re-check the linked authority before important or public work.
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AI Acceleration: Real Estate is a private, self-directed curriculum for practical AI work across content, communication, lead follow-up, CRM, client research, operations, and relationship management. Build it. Review it. Keep what works.
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No ranking, revenue, closing, or time-saving promise. The classes teach the work and the review systems around it.