Geometric mean of LBA, Authority and TOM. Penalises any single weak metric.
What the model believes about Cash App Taxes without web search.
Frequency × prominence across organic category prompts.
Measures what GPT-5 believes about Cash App Taxes 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 Cash App Taxes is firmly in the model's "tax preparation software" 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 tax preparation software options for individuals? | 0 | 5/5 | 5, 3, 5, 4, 5 |
| What are the top tax preparation software brands for filing taxes online? | 40 | 4/5 | 6, 7, 6, 6 |
| What tax preparation software do most people recommend? | 90 | 4/5 | 4, 5, 5, 4 |
| Which tax preparation software is best for easy e-filing? | 30 | 1/5 | 4 |
| What is the most recommended tax filing software for small business owners? | 1,300 | 0/5 | — |
| What are the best online tax preparation tools? | 10 | 5/5 | 5, 4, 3, 4, 4 |
| Which tax software is easiest for beginners to use? | 0 | 5/5 | 3, 3, 3, 4, 3 |
| What are the most popular tax software options this year? | 0 | 5/5 | 5, 6, 6, 6, 3 |
| What is the best software for doing your taxes at home? | 170 | 5/5 | 4, 3, 5, 4, 4 |
| What tax preparation software is best for simple returns? | 0 | 5/5 | 2, 4, 2, 2, 3 |
| Which tax software brands are worth considering? | 0 | 5/5 | 5, 6, 5, 5, 5 |
| What are the best tax software choices for filing federal and state returns? | 40 | 4/5 | 5, 4, 5, 5 |
| What tax preparation software is best for self-employed people? | 480 | 0/5 | — |
| What are the top-rated tax preparation programs? | 110 | 5/5 | 5, 5, 6, 5, 5 |
| Which tax software is best for a fast tax return process? | 0 | 4/5 | 4, 3, 4, 4 |
This report focuses on Tax Preparation Software because that is where Cash App Taxes 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.
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 AuthorityYour TOM is solid on specialty queries but weaker on broad category questions. Seed content that frames your brand in the exact phrasing users use in broad queries, not just your specialty sub-category.
+5 to +15 on TOMYour LBA is strong. Focus on maintaining authoritative coverage and ensuring new product launches get independent reviews within 12 months of release.
Maintain current LBAOther brands in the Tax Preparation Software 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 22, 2026 at 8:41 PM
Click a prompt to expand its responses. 210 total responses across 72 prompts.