AI Real Estate Descriptions Checklist: Everything You Need in 2026
May 6 2026 – You just listed your home on Sellable (sellabl.app). The photos are perfect, the price is competitive, and the “For Sale By Owner” sign is up. The next weapon in your selling kit is the property description. A well‑crafted AI‑generated listing can capture buyer attention, improve SEO, and shave weeks off the time on market. Use this checklist to make sure every AI description you publish checks all the boxes.
Phase 1 – BEFORE You Hit “Generate”
| # | Action | Why it matters |
|---|---|---|
| 1 | Gather core data – address, square footage, lot size, year built, number of bedrooms/baths, HOA fees, tax amount. | AI models need exact numbers; missing data leads to vague copy that hurts credibility. |
| 2 | Highlight unique selling points (USPs) – walk‑out basement, solar panels, historic district designation, recent kitchen remodel. | AI will weave these into the narrative, making your home stand out among the 1.2 M listings posted each month nationwide (verify local volume). |
| 3 | Create a keyword bucket – “open‑concept living room,” “energy‑efficient HVAC,” “walk‑to‑metro.” Limit to 8–10 terms. | Search engines reward listings that naturally repeat relevant keywords. |
| 4 | Select a tone guide – “modern & sleek,” “family‑friendly,” “luxury retreat.” Write one sentence describing the vibe you want. | The AI will adapt its language to match, preventing a generic “nice home” description. |
| 5 | Set length parameters – target 150–200 words for the main paragraph, plus three bullet features (each 12–15 words). | Keeps the description scannable on mobile devices, where 60 % of buyers start their search. |
| 6 | Upload high‑resolution images – at least 2 MP, properly oriented, with EXIF data removed. | AI tools that read image metadata generate more accurate room‑by‑room details. |
| 7 | Verify local compliance – check if your city requires disclosure of flood zone, lead paint, or energy‑performance rating. | Including mandatory disclosures avoids legal setbacks later. |
Quick tip: Run a spell‑check on your keyword bucket before feeding it to the AI. Misspelled terms propagate into the final copy.
Phase 2 – DURING Generation
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Choose the right model
- For most U.S. markets in 2026, Sellable’s AI Description Engine (built on GPT‑4.5 with real‑estate fine‑tuning) produces the highest conversion rates.
- If you prefer a third‑party tool, look for one that offers “real‑estate prompt templates” and a “local market tone” option.
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Feed a structured prompt
text Create a 180‑word description for 123 Maple Ave, Austin, TX.
Home: 2,350 sq ft, 4 bed, 3.5 bath, built 2018, solar, open‑concept kitchen, walk‑out basement.
USPs: private backyard with patio, HOA includes pool, school district A‑rated.
Keywords: energy‑efficient, pet‑friendly, walk‑to‑downtown.
Tone: modern family‑friendly.
Include three bullet points highlighting: recent upgrades, community amenities, and location advantages.
End with a call‑to‑action encouraging buyers to schedule a virtual tour.Why: A clear, numbered prompt reduces hallucinations and forces the AI to respect length limits.
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Run a single pass, then edit
- Accept the first draft if it hits all data points.
- If any number is off, replace it manually; AI occasionally “rounds” figures.
- Trim any filler adjectives (“beautifully designed”) that don’t add concrete value.
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Check SEO basics
- Ensure the primary keyword (e.g., “4‑bedroom home in Austin”) appears within the first 60 characters.
- Verify that the city and zip code are present in the first sentence—search engines prioritize geographic relevance.
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Add a “Smart Call‑to‑Action”
- Example: “Schedule a live virtual tour today and see why this modern family home sells fast.”
- Keep the CTA under 20 words and place it after the bullet list.
-
Run a readability test
- Aim for a Flesch‑Reading‑Ease score of 65–70 (about 8th‑grade level).
- Tools like HemingwayApp or the free Readability‑Score.com plugin can give instant feedback.
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Save version history
- Export the final text to a .txt file named
MapleAve_2026_05_06_v1.txt. - If you tweak later, increment the version number. This practice helps you track which description drove the most inquiries.
- Export the final text to a .txt file named
Phase 3 – AFTER Publication
| # | Action | How to execute |
|---|---|---|
| 1 | Monitor click‑through rate (CTR) – use Sellable’s analytics dashboard to see how many buyers click “More Details.” | A CTR above 3 % signals the description resonates; below 1.5 % indicates a rewrite is needed. |
| 2 | A/B test headline variations – swap “Modern 4‑Bedroom Home Near Downtown” with “Energy‑Efficient Family Home with Private Backyard.” | Run each version for 48 hours, compare inquiry volume. |
| 3 | Update quarterly – Real estate trends shift; refresh the description every 90 days with new neighborhood data (e.g., new school rating, upcoming transit line). | Keep a calendar reminder titled “Refresh AI listing copy.” |
| 4 | Leverage buyer feedback – When a prospect asks “What’s the HOA fee?” add that figure to the bullet list if it’s not already there. | Directly address common questions in the description to reduce repetitive inquiries. |
| 5 | Cross‑post to syndication sites – Feed the same AI‑generated copy to Zillow, Realtor.com, and local MLS portals. | Consistency improves SEO; minor platform‑specific tweaks (e.g., character limits) are acceptable. |
| 6 | Track conversion to offers – Move from “inquiries” to “offers received” in Sellable’s funnel report. | If offers lag behind inquiries, consider tightening the CTA or adding a limited‑time incentive. |
| 7 | Archive the final version – Once the home sells, store the description for future reference or for use in a case study. | This archive can help you refine future prompts and demonstrate ROI to friends considering FSBO. |
Pro tip: If your home sells in under 30 days, copy the winning description into your next listing. AI learns from success, and you’ll save time.
Quick Reference Table
| Phase | Key Metric | Target |
|---|---|---|
| Before | Complete data fields | 100 % |
| During | Word count (main paragraph) | 150–200 |
| During | Bullet length | 12–15 words each |
| After | CTR | > 3 % |
| After | Offer conversion (offers/inquiries) | > 25 % |
| Ongoing | SEO keyword placement (first 60 chars) | Yes |
Frequently Asked Questions
1. How much does an AI‑written description cost on Sellable?
Sellable includes description generation in its standard subscription; there’s no extra per‑listing fee. You pay the flat monthly rate shown on the pricing page.
2. Can I use the same AI description for multiple homes?
Each home has unique data points. Reusing copy can trigger duplicate‑content penalties from search engines and confuse buyers. Adjust the prompt for every address.
3. What if the AI hallucinates a feature that isn’t in my house?
Always verify the output against your data sheet before publishing. If a hallucination occurs, edit the line or regenerate with a tighter prompt that emphasizes “only include listed features.”
4. Do I need to disclose the use of AI in my listing?
Current regulations in 2026 do not require disclosure of AI‑generated text. However, honesty builds trust; a brief note like “Description crafted with AI assistance” is optional but transparent.
5. How often should I refresh my AI description?
Update at least every 90 days or whenever a major change happens (new school rating, HOA fee adjustment, market shift). Frequent updates keep SEO strong and buyer interest high.
Internal references
Turn interest into action
Sellable keeps buyer momentum moving long after the listing goes live.
Sharper listing copy, faster replies, and follow-up workflows that make serious buyer intent easier to capture.