The Price-Cut Conversation: AI Builds the Market Evidence So You Keep the Listing and the Seller

I'm listing [ADDRESS], listed [DATE] at [LIST PRICE]. Below is every piece of showing feedback so far, pasted exactly as received, with the date and whether the buyer came back for a second showing or asked for disclosures: [PASTE FEEDBACK]. Code each item into exactly one primary reason: PRICE-FOR-VALUE, CONDITION, LAYOUT/SIZE, LOCATION/LOT, PHOTOS DIDN'T MATCH, or BUYER-SPECIFIC/NOISE (for example "bought another home", "just looking"). Give each item a seriousness weight: HIGH (second showing, disclosures requested, offer discussed), MEDIUM (first showing, specific comments), LOW (vague or no comment). Build a table by week: count of each reason, weighted count, and one direct quote per reason. End with one sentence in this form: "Of [X] serious buyers, [Y] pointed to [reason]." Do not infer a reason the feedback does not state — mark it UNCLEAR instead.

Write a short, friendly text I can send to the showing agent who left this feedback on [ADDRESS]: "[PASTE VAGUE FEEDBACK]". Ask one specific question that gets a usable answer — whether price, condition, or layout was the reason their buyer passed, and what would have made them take a second look. Under 45 words, no pressure, easy to answer in one line.

Here is my listing: [ADDRESS, BEDS/BATHS, SQ FT, LIST PRICE, DAYS ON MARKET]. Here are the competing listings I'm tracking, with what changed each week — status, price changes, days on market, and new listings that entered the set: [PASTE MLS DATA FOR EACH WEEK]. Build a week-over-week ledger: which competitors went pending (at what days on market and after what price changes), which new listings came in at or below our price, and where we now rank on price per square foot within the active competition. Then write three plain-English sentences for the seller that describe what buyers chose instead of our home, citing the listings by address. State only what the data shows; do not predict what buyers will do next.

Write this week's seller update for [ADDRESS]. Listing stage: [LAUNCH WINDOW / EVIDENCE PHASE / DECISION POINT / AFTER A PRICE CHANGE]. Inputs: [PASTE the coded feedback table from 1.1 and the ledger summary from 1.3, plus activity: views, saves, showings, second showings]. Match the stage: launch window — two or three short sentences; evidence phase — the trend so far and what we're watching; decision point — invite the seller to a 30-minute decision meeting to review options together; after a change — what changed in activity since. If nothing happened this week, say so plainly and explain what that tells us. Warm, factual, under 180 words, no marketing language, no promises.

Using my listing's own numbers, tell me whether a price change is NOT YET warranted, worth WATCHING, or warranted NOW. Inputs: days on market [X]; showings per week [LIST BY WEEK]; second showings [X]; online views and saves by week [PASTE]; the coded feedback summary [PASTE]; the competitor ledger summary [PASTE]; months of supply or absorption for this price range and area from my MLS [PASTE, with the date and source]. Show the reasoning as a short checklist: which signals point to price, which point to something else (condition, photos, marketing, access), and which single signal would change your verdict. If the data points to a non-price problem, say so and name it. Do not use any benchmark that I didn't provide.

Build a one-page decision brief for my seller at [ADDRESS]. Current list price [X]. Seller's payoff and costs to sell as they gave them to me [PASTE: mortgage payoff, commission terms, estimated closing costs]. Monthly carrying costs [PASTE: mortgage, taxes, insurance, HOA, utilities]. Recent comparable sales and competing actives [PASTE]. Lay out these options side by side: (A) hold the price and fix a named non-price issue; (B) a small price step; (C) a price that moves into the next buyer search range; (D) keep the price and offer a concession or rate buydown instead; (E) withdraw, prepare, and relaunch later. For each: the list price, an estimated net-to-seller range using only my inputs, the assumptions behind it, the extra months of carrying costs it assumes, and "what has to be true for this to work." Label every figure as an estimate, not a guarantee, and say the seller should confirm net figures with the title or escrow company and their tax or financial advisor. The seller decides; recommend nothing unless I ask.

My listing is at [LIST PRICE]. Buyers on the major portals and in my MLS search using price filters. Here are the price-filter steps I see on [PORTAL NAMES] and in my MLS for this range: [PASTE the minimum/maximum dropdown steps]. Using only those steps, show which buyer searches our current price appears in and misses, and which nearby prices would put the home into a new search range. Show it as a simple table. Remind me to confirm the filter steps myself because they differ by portal and change over time.

I took this listing at the seller's price and we never agreed on when we'd review it. We're now at day [X]. Here's the evidence file: [PASTE outputs from 1.1, 1.3, and 2.1]. Here's what I know about the seller's goals and timeline: [PASTE]. Write the opening of the conversation — no "I told you so," no blame. Open by restating their goal and timeline, show the evidence in the order the seller will find most convincing, ask what they're seeing and feeling, and then propose a new review agreement from here: the signals we'll watch, the date we'll look again, and the decision we'll make if the signals don't change. Give me the words for the first 90 seconds and three questions to ask. Plain spoken language.

Before any numbers, help me understand what's really behind this seller's resistance. Here is what they've said, in their words: [PASTE]. Here's their situation: [PASTE — e.g. buying their next home, relocation, divorce, inherited property, recent renovation spend]. List the two or three most likely concerns underneath (for example: the net they need for the next home, what they paid or spent on improvements, feeling that their home is being judged, a disagreement between decision-makers, months already lost). For each, give one sentence that acknowledges it honestly and one question that invites them to say more. Then play the seller in a short roleplay so I can practice — stay in character until I type "debrief," then score my listening, clarity, and whether I pushed too soon. Do not base anything on the seller's age, race, color, religion, national origin, sex, disability, or familial status.

We changed the price on [ADDRESS] from [OLD] to [NEW] on [DATE]. Here is everyone who interacted with the listing at the old price, with what they did and, where known, why they passed: showing agents and their feedback [PASTE], open-house sign-ins who agreed to follow-up [PASTE], and buyers in my own database who viewed or saved it [PASTE]. Group them by the reason they passed — PRICE, CONDITION, LAYOUT/SIZE, UNKNOWN — using only the feedback given. Write one short message for each group: price-passers get the new price and what it now competes with; condition-passers hear about any fix that was actually made (skip if none); layout/size passers get no message; unknown gets a brief, low-pressure note. Keep each under 70 words. Only contact people who opted in or whom I'm permitted to contact, and group people only by what they did with the listing.

Baseline for the 14 days before the price change on [ADDRESS]: [PASTE views, saves, showings, second showings, offers]. The same metrics for the days since the change: [PASTE]. Build a before-and-after scorecard table and a three-sentence verdict for the seller: the change worked, partly worked, or tells us the issue isn't price — with the one metric that shows it. If there isn't enough time or data yet to judge, say so and name the date we'll check again.

I'm considering [a price change / withdrawing and relisting / a new MLS number] for [ADDRESS] in [MLS NAME]. Explain in plain language what I need to confirm in my MLS's rules about days-on-market counting, relisting, and how the change will show in the listing history on portals. Give me the exact questions to ask my MLS support desk. Do not state what my MLS's rule is — tell me what to verify. Remind me that the goal is accurate information for buyers, not resetting the clock to hide time on market.