Real ChatGPT answer + Gemini simulation · index seediksdwFmeKxYcompleteAI OverviewHealth and wellness · nutrition and dietsinformational
Which low sodium canned soup options have the highest fiber content according to current nutritional guidelines?
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
Which low sodium canned soup options have the highest fiber content according to current nutritional guidelines?
31 unique queries · 3 passes
best healthy canned soup brands
1 query · 2 hits
best low sodium high fiber canned soup brands2xGoogle ↗
REFORMULATIONComparison
brand soup nutrition comparison
1 query · 2 hits
progresso vs campbell low sodium soup fiber comparison2xGoogle ↗
COMPARATIVEComparison
improving canned soup fiber content
1 query · 2 hits
how to add fiber to canned soup2xGoogle ↗
RELATEDInstruction
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.
Gemini simulated (31)ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 26 of 32 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
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
FDA low sodium nutrition claim 140 mg per serving dietary fiber daily value 28 g high fiber 20 percent current 2026 canned soup nutrition labels Google ↗
- Health Valley Organic Lentil Soup, No Salt, 15 oz | Grocery Pickup & Delivery · wholefoodsmarket.com
- Health Valley Organic No Salt Added Soup, Split Pea, 15 Ounce | Grocery Pickup & Delivery · wholefoodsmarket.com
- Amy's Organic Light In Sodium Lentil Soup · onlineshopping.rochebros.com
- Amy's® Organic Light in Sodium Lentil Vegetable Soup, 14.5 oz · food4less.com
- How to Understand and Use the Nutrition Facts Label · fda.gov
- Sodium in Your Diet · fda.gov
- Canned soup with the least sodium: 801 ranked · getfoodfacts.com
- Canned soup: nutrition of 862 products compared · getfoodfacts.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 |
|---|---|---|---|---|---|---|---|
best low sodium high fiber canned soup brands REFORMULATION | Google ↗ AI Mode ↗ | The user wants a direct reformulation of the original prompt focusing on specific brand options. | Comparison | comparison_table | best healthy canned soup brands | 2x of 3 | |
progresso vs campbell low sodium soup fiber comparison COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to compare major soup manufacturers regarding their low sodium and fiber offerings. | Comparison | comparison_table | brand soup nutrition comparison | 2x of 3 | |
how to add fiber to canned soup RELATED | Google ↗ AI Mode ↗ | The user wants practical ideas for boosting the fiber content of store-bought canned soups. | Instruction | how_to_steps | improving canned soup fiber content | 2x of 3 | |
best low sodium canned soups with high fiber REFORMULATION | Google ↗ AI Mode ↗ | Find top-rated canned soups that meet both low sodium and high fiber criteria. | Comparison | review_roundup | best healthy canned soup brands | 1x of 3 | |
how much sodium and fiber should be in a healthy canned soup RELATED | Google ↗ AI Mode ↗ | Understand the exact nutritional thresholds defined by health guidelines for sodium and fiber. | Reason | glossary/definition | improving canned soup fiber content | 1x of 3 | |
canned soup sodium and fiber nutrition facts RELATED | Google ↗ AI Mode ↗ | The user is looking for a comprehensive nutritional database or breakdown for various canned soups. | Short fact | dataset | bean and lentil soup nutrition | 1x of 3 | |
what is considered low sodium for canned soup IMPLICIT | Google ↗ AI Mode ↗ | Understand the official nutritional threshold for a canned soup to be labeled low sodium. | Comparison | glossary/definition | bean and lentil soup nutrition | 1x of 3 | |
high fiber low sodium soup brands ENTITY EXPANSION | Google ↗ AI Mode ↗ | Identify specific brands that manufacture soups fitting these health requirements. | Comparison | buyers_guide | homemade low sodium soup recipes | 1x of 3 | |
heart healthy canned soups low sodium high fiber IMPLICIT | Google ↗ AI Mode ↗ | The user is looking for canned soups that align with cardiovascular health recommendations. | Comparison | web_article | heart healthy canned soups | 1x of 3 | |
healthy soups for high blood pressure and digestion IMPLICIT | Google ↗ AI Mode ↗ | Discover soups that address cardiovascular health via low sodium and digestive health via fiber. | Comparison | web_article | heart healthy canned soups | 1x of 3 | |
progresso vs campbell's healthy request sodium and fiber comparison COMPARATIVE | Google ↗ AI Mode ↗ | Compare popular mainstream canned soup lines to see which offers better fiber and lower sodium. | Comparison | comparison_table | brand soup nutrition comparison | 1x of 3 | |
amy's organic low sodium soups fiber content ENTITY EXPANSION | Google ↗ AI Mode ↗ | Check the fiber and sodium profile of a major organic and vegetarian canned soup brand. | Comparison | product_spec_sheet | amys organic soup nutrition facts | 1x of 3 | |
progresso healthy request vegetable soup nutrition label ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to inspect the exact nutritional breakdown of a prominent low sodium soup line. | Other / navigational | product_spec_sheet | brand soup nutrition comparison | 1x of 3 | |
healthy canned soups for heart disease and high blood pressure RELATED | Google ↗ AI Mode ↗ | Find medical-grade healthy canned soup options suitable for cardiovascular health. | Comparison | web_article | heart healthy canned soups | 1x of 3 | |
diabetic friendly canned soups low sodium high fiber PERSONALIZED | Google ↗ AI Mode ↗ | The user is seeking soup recommendations tailored to dietary restrictions like diabetes management. | Comparison | buyers_guide | best healthy canned soup brands | 1x of 3 | |
canned lentil and bean soup nutrition facts low sodium ENTITY EXPANSION | Google ↗ AI Mode ↗ | Identify specific soup varieties naturally high in fiber like lentil and bean while keeping sodium low. | Short fact | dataset | bean and lentil soup nutrition | 1x of 3 | |
dietitian recommended canned soups low sodium high fiber PERSONALIZED | Google ↗ AI Mode ↗ | Find expert-endorsed canned soup products curated by nutritionists. | Comparison | review_roundup | best healthy canned soup brands | 1x of 3 | |
easy ways to add fiber to low sodium canned soup RELATED | Google ↗ AI Mode ↗ | Learn how to boost the fiber content of canned soups without adding excess salt. | Instruction | how_to_steps | improving canned soup fiber content | 1x of 3 | |
fda guidelines for low sodium and fiber claims on food labels REFORMULATION | Google ↗ AI Mode ↗ | The user wants to understand the official regulatory standards defining low sodium and high fiber. | Reason | pdf_whitepaper | fda nutritional label guidelines | 1x of 3 | |
fda guidelines for healthy claim on canned soup RELATED | Google ↗ AI Mode ↗ | Find official regulatory standards for what constitutes low sodium and healthy in packaged foods. | Other / navigational | pdf_whitepaper | fda nutritional label guidelines | 1x of 3 | |
amy's kitchen low sodium soup nutrition facts ENTITY EXPANSION | Google ↗ AI Mode ↗ | Check the exact nutritional breakdown of a popular organic brand's low sodium soups. | Short fact | product_spec_sheet | amys organic soup nutrition facts | 1x of 3 | |
best heart healthy canned soups low sodium PERSONALIZED | Google ↗ AI Mode ↗ | Identify canned soups recommended by cardiologists for maintaining healthy blood pressure. | Comparison | review_roundup | heart healthy canned soups | 1x of 3 | |
what qualifies as a high fiber food per FDA IMPLICIT | Google ↗ AI Mode ↗ | The user needs the specific numerical threshold for what constitutes 'high fiber'. | Comparison | glossary/definition | fda nutritional label guidelines | 1x of 3 | |
fda guidelines for low sodium claims on food labels IMPLICIT | Google ↗ AI Mode ↗ | Verify what current regulatory guidelines state regarding sodium content claims. | Reason | pdf_whitepaper | fda nutritional label guidelines | 1x of 3 | |
high fiber low sodium soup recipes REFORMULATION | Google ↗ AI Mode ↗ | Find homemade soup recipes that guarantee both low sodium and high fiber content. | Comparison | how_to_steps | homemade low sodium soup recipes | 1x of 3 | |
amy's organic low sodium soup fiber content ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to check the fiber content in organic low sodium canned soups. | Other / navigational | product_spec_sheet | amys organic soup nutrition facts | 1x of 3 | |
bean and lentil canned soups low sodium REFORMULATION | Google ↗ AI Mode ↗ | Find specific legume-based canned soups naturally high in fiber and low in salt. | Comparison | review_roundup | bean and lentil soup nutrition | 1x of 3 | |
are canned vegetable soups high in fiber RELATED | Google ↗ AI Mode ↗ | Determine whether standard vegetable canned soups provide adequate dietary fiber. | Comparison | faq_page | improving canned soup fiber content | 1x of 3 | |
are canned lentil and bean soups high in sodium COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to know if naturally fiber-rich bean soups compromise on sodium levels. | Reason | faq_page | bean and lentil soup nutrition | 1x of 3 | |
best canned soups for weight loss low sodium high fiber REFORMULATION | Google ↗ AI Mode ↗ | The user is looking for canned soup recommendations tailored to weight management goals. | Comparison | review_roundup | best healthy canned soup brands | 1x of 3 | |
high fiber soup recipes low sodium REFORMULATION | Google ↗ AI Mode ↗ | Find homemade recipes for soups that are both low in sodium and high in fiber. | Comparison | how_to_steps | homemade low sodium soup recipes | 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 | — | 907 / 1,428 | |
| gemini-3.5-flash-lite | 2 | 10 | 10 | — | 907 / 1,196 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 907 / 1,400 |