Real ChatGPT answer + Gemini simulation · index seedte7u94zJVOgcompleteAI OverviewFood and restaurants · wine and spiritscommercial
how many calories and what is the alcohol proof of titos handmade vodka compared to standard rum or gin
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search32 queries10/30/2026
Download run
Gemini unique queries
31
3 in ≥ half the passes · stability 37%
ChatGPT real searches predicted
100%
1 of 1 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
how many calories and what is the alcohol proof of titos handmade vodka compared to standard rum or gin
31 unique queries · 3 passes
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence. 31 queries are still being classified.
What the models actually searched
Each model answered the query with its own web search. These are the searches it ran, matched to the closest simulated query.
ChatGPT1 real searches · gpt-6100% predicted
Tito's Handmade Vodka nutrition calories 1.5 oz 80 proof official; standard rum gin calories 80 proof 1.5 oz Google ↗
- 15822_TextFinal_508 · odphp.health.gov
- Tito's Handmade Vodka · abc.virginia.gov
- Contact & FAQs · titosvodka.com
- 0g CARBS. 0g SUGAR. GLUTEN-FREE. NO ADDITIVE · hoodtocoast.com
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · click a topic to focus it · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
31 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
titos handmade vodka calories per serving REFORMULATION | Google ↗ AI Mode ↗ | Find the exact calorie count for a standard serving of Tito's Handmade Vodka. | — | product_spec_sheet | titos vodka nutrition facts | 2x of 3 | |
titos vodka alcohol proof percentage ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to isolate the specific alcohol proof of Tito's Handmade Vodka. | — | product_spec_sheet | titos vodka nutrition facts | 2x of 3 | |
vodka vs rum vs gin nutritional facts COMPARATIVE | Google ↗ AI Mode ↗ | View a direct comparison of nutritional facts for vodka, rum, and gin. | — | comparison_table | rum and gin comparisons | 2x of 3 | |
titos handmade vodka calories per serving vs rum and gin REFORMULATION | Google ↗ AI Mode ↗ | The user wants a direct comparison of the caloric content between Tito's vodka, rum, and gin. | — | comparison_table | titos vodka nutrition facts | 1x of 3 | |
titos vodka alcohol proof and abv REFORMULATION | Google ↗ AI Mode ↗ | Determine the standard alcohol proof and percentage of Tito's Handmade Vodka. | — | product_spec_sheet | titos vodka nutrition facts | 1x of 3 | |
standard rum calories and proof comparison COMPARATIVE | Google ↗ AI Mode ↗ | Compare the nutritional and alcohol profile of standard rum against other spirits. | — | comparison_table | rum and gin comparisons | 1x of 3 | |
standard rum calories and proof vs vodka COMPARATIVE | Google ↗ AI Mode ↗ | The user wants a direct comparison between rum and vodka in terms of calories and alcohol proof. | — | comparison_table | rum and gin comparisons | 1x of 3 | |
standard rum vs gin alcohol proof comparison COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to know how standard rum and gin compare to each other in terms of proof. | — | comparison_table | rum and gin comparisons | 1x of 3 | |
gin calories and alcohol proof standard COMPARATIVE | Google ↗ AI Mode ↗ | Find the standard calorie count and proof for typical gin. | — | comparison_table | rum and gin comparisons | 1x of 3 | |
standard gin calories and proof vs vodka COMPARATIVE | Google ↗ AI Mode ↗ | The user wants a direct comparison between gin and vodka regarding calories and alcohol proof. | — | comparison_table | rum and gin comparisons | 1x of 3 | |
do all vodkas have the same calories and proof RELATED | Google ↗ AI Mode ↗ | The user wants to understand if Tito's nutritional and alcohol profile is typical of all vodkas. | — | faq_page | rum and gin comparisons | 1x of 3 | |
how is alcohol proof calculated from abv IMPLICIT | Google ↗ AI Mode ↗ | The user might need to understand the relationship between proof and percentage to make sense of the comparison. | — | glossary/definition | alcohol proof and calories | 1x of 3 | |
are there carbs in titos vodka IMPLICIT | Google ↗ AI Mode ↗ | Check if Tito's Handmade Vodka contains carbohydrates or sugar. | — | faq_page | titos vodka nutrition facts | 1x of 3 | |
does liquor have carbs and sugar IMPLICIT | Google ↗ AI Mode ↗ | The user is likely tracking macros or calories and wants to know if unflavored spirits contain carbohydrates or sugars. | — | faq_page | low calorie hard liquor | 1x of 3 | |
lowest calorie hard liquor options PERSONALIZED | Google ↗ AI Mode ↗ | The user is likely looking for diet-friendly liquor choices based on their interest in calorie counts. | — | buyers_guide | low calorie hard liquor | 1x of 3 | |
liquor calorie comparison chart RELATED | Google ↗ AI Mode ↗ | Browse a general reference chart comparing calories across all common alcoholic drinks. | — | comparison_table | low calorie hard liquor | 1x of 3 | |
popular brands of standard rum and gin ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants examples of standard rum and gin brands that serve as a baseline for the comparison. | — | review_roundup | rum and gin comparisons | 1x of 3 | |
titos handmade vodka nutrition facts label ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants official nutritional breakdown details for Tito's vodka. | — | product_spec_sheet | titos vodka nutrition facts | 1x of 3 | |
do all hard liquors have the same calories RELATED | Google ↗ AI Mode ↗ | Understand how calorie counts vary among different types of distilled spirits. | — | web_article | low calorie hard liquor | 1x of 3 | |
how does alcohol proof affect calorie count RELATED | Google ↗ AI Mode ↗ | The user wants to understand the scientific relationship between alcohol by volume and the number of calories in spirits. | — | glossary/definition | alcohol proof and calories | 1x of 3 | |
rum vs gin vs vodka health benefits and differences COMPARATIVE | Google ↗ AI Mode ↗ | The user wants a broader health and nutritional comparison of the three major clear and aged spirits. | — | web_article | rum and gin comparisons | 1x of 3 | |
bourbon and tequila calories and proof compared to vodka ENTITY EXPANSION | Google ↗ AI Mode ↗ | Compare vodka metrics against other popular spirits like bourbon and tequila. | — | comparison_table | rum and gin comparisons | 1x of 3 | |
best low calorie alcohol drinks for dieting PERSONALIZED | Google ↗ AI Mode ↗ | The user wants recommendations for lower-calorie alcoholic beverage options while keeping diet goals in mind. | — | buyers_guide | low calorie hard liquor | 1x of 3 | |
standard proof for white rum and london dry gin REFORMULATION | Google ↗ AI Mode ↗ | The user wants precise standard proof benchmarks for rum and gin. | — | faq_page | rum and gin comparisons | 1x of 3 | |
lowest calorie alcohol drinks for weight loss PERSONALIZED | Google ↗ AI Mode ↗ | Find low-calorie alcohol options suitable for someone monitoring their caloric intake. | — | buyers_guide | low calorie hard liquor | 1x of 3 | |
does distillation process affect liquor calorie count RELATED | Google ↗ AI Mode ↗ | The user wants to know why different spirits might have varying or similar calorie counts. | — | web_article | low calorie hard liquor | 1x of 3 | |
alcohol calorie calculator tool RELATED | Google ↗ AI Mode ↗ | The user wants an interactive tool to calculate calories based on the type of liquor, proof, and pour size. | — | calculator/tool | alcohol proof and calories | 1x of 3 | |
how is alcohol proof calculated RELATED | Google ↗ AI Mode ↗ | Learn the definition of alcohol proof and how it relates to ABV percentage. | — | glossary/definition | alcohol proof and calories | 1x of 3 | |
cocktail calorie calculator by alcohol proof and mixer IMPLICIT | Google ↗ AI Mode ↗ | The user wants a tool to calculate total drink calories based on liquor type and volume. | — | calculator/tool | alcohol proof and calories | 1x of 3 | |
does rum have more calories than vodka because of sugar IMPLICIT | Google ↗ AI Mode ↗ | Understand why rum might have different nutritional values compared to unflavored vodka. | — | faq_page | rum and gin comparisons | 1x of 3 | |
comparing alcohol content in popular spirits RELATED | Google ↗ AI Mode ↗ | The user wants a comprehensive overview of alcohol percentages across different liquor categories. | — | comparison_table | low calorie hard liquor | 1x of 3 |
Passes
Does another pass still surface new queries? A flattening curve means the fan-out has stabilised.
Geminix = pass, y = cumulative unique queries
| Model | Pass | Target | Generated | Seconds | Tokens (in / out) | Notes |
|---|---|---|---|---|---|---|
| gemini-3.5-flash-lite | 1 | 12 | 12 | — | 915 / 1,444 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 915 / 1,387 | |
| gemini-3.5-flash-lite | 3 | 10 | 10 | — | 915 / 1,215 |