Measures what GPT-5 believes about Congress Realty 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 Congress Realty is firmly in the model's "for-sale-by-owner platform" 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 for-sale-by-owner platforms for selling a house? | 0 | 0/5 | — |
| Which for-sale-by-owner platforms are most popular right now? | 0 | 0/5 | — |
| What are the top for-sale-by-owner websites for homeowners? | 10 | 0/5 | — |
| What are the best websites to sell your home without an agent? | 210 | 0/5 | — |
| Which for-sale-by-owner platform is best for selling a house online? | 0 | 0/5 | — |
| What are the most recommended for-sale-by-owner services? | 0 | 0/5 | — |
| What are the best options for listing a house for sale by owner? | 0 | 1/5 | 4 |
| What for-sale-by-owner platform do people use most often? | 0 | 0/5 | — |
| What are the best flat-fee for-sale-by-owner platforms? | 0 | 0/5 | — |
| What are the top platforms for selling a home without a realtor? | 720 | 0/5 | — |
| Which for-sale-by-owner websites are best for first-time sellers? | 0 | 0/5 | — |
| What are the best for-sale-by-owner platforms for a fast home sale? | 0 | 0/5 | — |
| What are the most trusted for-sale-by-owner platforms? | 0 | 0/5 | — |
| Which online platforms help homeowners sell without a listing agent? | 0 | 0/5 | — |
| What are the best for-sale-by-owner sites for selling a house yourself? | 0 | 0/5 | — |
Generated automatically from gaps and weaknesses in the analysis above, ranked by potential impact on the AI Visibility Score.
Your Authority is low across category queries. Users asking about your category do not see you. Priority: get listed in "best of" and "top N" articles for your category on domains with strong training-data crawl presence.
+10 to +25 on AuthorityThe model knows your brand when asked directly (LBA > 0) but never volunteers you in category queries. You are outside the model's go-to list. Co-mention density with established category leaders is the single biggest lever: get listed in "Top 10 X" articles alongside the brands the model currently names.
+10 to +30 on TOM over 12-18 monthsThe model knows your category but may not name your specific products. Get product-level content into independent reviews, comparison articles, and ranked lists.
+5 to +15 on LBAOther brands in the For-Sale-By-Owner Platforms 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 4:30 AM
Click a prompt to expand its responses. 204 total responses across 69 prompts.