Measures what GPT-5 believes about Realtor.com from training alone, before any web search. We probe the model 5 times across 5 different angles and score 5 sub-signals.
High overlap with brand prompts shows Realtor.com is firmly in the model's "national listing portal" category.
Unprompted recall on 15 high-volume discovery prompts, run 5 times each in pure recall mode (no web). Brands that surface here are baked into the model's training, not borrowed from live search.
| Discovery prompt | Volume | Appeared | Positions (5 runs) |
|---|---|---|---|
| What are the best national listing portals for finding homes across the U.S.? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| Which national listing portal is most popular for home buyers? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| What are the top national real estate listing websites? | 20 | 5/5 | 2, 2, 2, 2, 2 |
| What are the most recommended property listing portals nationwide? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| Which online listing portals show homes for sale all over the country? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| What are the best websites for searching residential listings nationwide? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| Which property marketplaces are best for house hunting nationwide? | 0 | 5/5 | 3, 3, 2, 2, 2 |
| What are the leading home search portals in the U.S.? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| Which national real estate marketplaces are worth using? | 0 | 4/5 | 2, 2, 2, 3 |
| What are the most popular sites for browsing homes for sale? | 0 | 5/5 | 2, 3, 2, 2, 2 |
| What are the best real estate portals for buyers and renters nationwide? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| Which listing sites have the most homes across the country? | 0 | 5/5 | 2, 2, 1, 2, 2 |
| What are the top home listing platforms for the whole U.S.? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| Which websites are best for nationwide apartment and house listings? | 0 | 5/5 | 2, 2, 3, 2, 3 |
| What are the best online portals to search residential properties nationally? | 0 | 5/5 | 2, 2, 2, 2, 2 |
This report focuses on National Listing Portals because that is where Realtor.com scores highest. The model also evaluates it against the industries below, with their own prompts and competitor sets. Click any industry for its full leaderboard.
Generated automatically from gaps and weaknesses in the analysis above, ranked by potential impact on the AI Visibility Score.
You score 86 on recall but only 68 on retrieval (gap of +18.4). Training-data authority is outpacing your current web footprint. Publish fresh, well-cited content to keep search-augmented responses including your brand.
Close the fragility gapYour LBA is strong. Focus on maintaining authoritative coverage and ensuring new product launches get independent reviews within 12 months of release.
Maintain current LBACore TOM is strong. Watch for specific differentiators (slogans, signature products) that appear in only some iterations. Push those into training-data-crawled headlines.
Maintain / refine TOMOther brands in the National Listing Portals industry, ranked by overall AI Visibility Score.
Every score on this page is reproducible. Below is exactly what we ran and how we computed each number.
(LBA × Authority × TOM)^(1/3). Geometric mean is used so that any single weak metric pulls the overall score down, rather than being masked by strength elsewhere.
quality × meta × stability × share × recognition × 100. Each sub-signal is on a 0-1 scale. Read the full LBA methodology →
Analysis run on April 23, 2026 at 4:23 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.