Real ChatGPT answer + Gemini simulation · index seedOitpyd4JBlAcompleteAI OverviewRetail and ecommerce · apparel and shoescommercial
Are there any waterproof Chelsea boots currently trending on TikTok that actually keep your feet dry while walking across a flooded college campus?
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search30 queries10/30/2026
Download run
Gemini unique queries
29
2 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
Are there any waterproof Chelsea boots currently trending on TikTok that actually keep your feet dry while walking across a flooded college campus?
29 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. 29 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
TikTok trending waterproof Chelsea boots 2026 reviews keep feet dry flooded streets campus Google ↗
- Shop Merry People · merrypeople.com
- The 14 Best Rain Boots for Walking of 2026 · verywellfit.com
- The 4 best rain boots of 2026, tested and reviewed · seattlepi.com
- Shop at Nordstrom · nordstrom.com
- Shop Vessi · vessi.com
- Shop at Nordstrom · nordstrom.com
- Women's Original Chelsea Boots - Black · hunterboots.com
- Women's Original Chelsea Boots - Navy · hunterboots.com
- Shop Blundstone · blundstone.com
- Blundstone Thermal Chelsea - Women's Review · outdoorgearlab.com
- 8 Best Rain Boots · outdoorgearlab.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
29 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
dr martens vs blundstone waterproof chelsea boots COMPARATIVE | Google ↗ AI Mode ↗ | Compare two major Chelsea boot brands to determine which offers superior rain and puddle protection. | — | comparison_table | brand waterproof performance comparison | 3x of 3 | |
best waterproof chelsea boots for heavy rain walking RELATED | Google ↗ AI Mode ↗ | Discover practical, highly-rated waterproof Chelsea boots designed for extensive walking in wet weather. | — | buyers_guide | best boots for heavy rain | 2x of 3 | |
waterproof chelsea boots viral tiktok fashion REFORMULATION | Google ↗ AI Mode ↗ | Find specific waterproof Chelsea boot models that have gained viral popularity on TikTok. | — | review_roundup | viral tiktok fashion trends | 1x of 3 | |
waterproof chelsea boots trending on tiktok REFORMULATION | Google ↗ AI Mode ↗ | Find specific Chelsea boot models that are currently popular on social media and claim to be waterproof. | — | review_roundup | viral tiktok fashion trends | 1x of 3 | |
waterproof chelsea boots trending tiktok REFORMULATION | Google ↗ AI Mode ↗ | Find specific Chelsea boot models that have gone viral on TikTok and feature waterproofing. | — | review_roundup | viral tiktok fashion trends | 1x of 3 | |
do blundstone boots keep your feet dry in the rain ENTITY EXPANSION | Google ↗ AI Mode ↗ | Determine if a leading Chelsea boot brand offers reliable waterproof performance. | — | product_spec_sheet | brand waterproof performance comparison | 1x of 3 | |
best waterproof boots for college students walking to class IMPLICIT | Google ↗ AI Mode ↗ | Discover practical, comfortable, and durable boots suited for heavy daily walking on a campus. | — | buyers_guide | comfortable commuter shoes for students | 1x of 3 | |
do blundstone boots keep your feet dry in puddles ENTITY EXPANSION | Google ↗ AI Mode ↗ | Evaluate a leading Chelsea boot brand's actual performance in deep water scenarios. | — | forum/qna | brand waterproof performance comparison | 1x of 3 | |
do blundstone chelsea boots keep your feet dry in puddles ENTITY EXPANSION | Google ↗ AI Mode ↗ | Check the specific water resistance performance of a popular brand like Blundstone during deep puddles. | — | faq_page | brand waterproof performance comparison | 1x of 3 | |
how to waterproof leather chelsea boots effectively RELATED | Google ↗ AI Mode ↗ | Learn methods to treat regular leather boots to ensure they become completely waterproof. | — | how_to_steps | leather waterproofing methods and guides | 1x of 3 | |
stylish rain boots that look like chelsea boots IMPLICIT | Google ↗ AI Mode ↗ | Find fashionable rubber boots disguised as everyday footwear for campus commuting. | — | web_article | stylish rain boot alternatives | 1x of 3 | |
stylish shoes for walking across flooded campus IMPLICIT | Google ↗ AI Mode ↗ | Identify footwear options that balance aesthetic appeal with extreme weather utility for college students. | — | web_article | comfortable commuter shoes for students | 1x of 3 | |
waterproof rain boots that look like chelsea boots REFORMULATION | Google ↗ AI Mode ↗ | Search for rubber rain boots specifically molded to mimic the aesthetic of classic Chelsea boots. | — | web_article | stylish rain boot alternatives | 1x of 3 | |
student commuter shoes for rainy college campuses PERSONALIZED | Google ↗ AI Mode ↗ | Discover practical footwear recommendations specifically tailored for walking across wet college campuses. | — | buyers_guide | comfortable commuter shoes for students | 1x of 3 | |
best comfortable rain boots for college students walking all day PERSONALIZED | Google ↗ AI Mode ↗ | Locate comfortable, all-day walking boots suitable for student life in rainy climates. | — | buyers_guide | comfortable commuter shoes for students | 1x of 3 | |
vessi chelsea boot review waterproof test ENTITY EXPANSION | Google ↗ AI Mode ↗ | Check real-world performance results for a brand specializing in 100% waterproof knit footwear. | — | tutorial_video/transcript | waterproof boot reviews and testing | 1x of 3 | |
are blondo chelsea boots actually waterproof ENTITY EXPANSION | Google ↗ AI Mode ↗ | Check the waterproof claims of a well-known brand specializing in weatherproof leather fashion footwear. | — | review_roundup | brand waterproof performance comparison | 1x of 3 | |
are blundstone original boots waterproof or water resistant ENTITY EXPANSION | Google ↗ AI Mode ↗ | Understand the precise technical difference between waterproof and water-resistant ratings for Blundstone boots. | — | product_spec_sheet | brand waterproof performance comparison | 1x of 3 | |
are trendy tiktok fashion boots actually durable PERSONALIZED | Google ↗ AI Mode ↗ | Evaluate whether viral social media fashion items hold up over time or fall apart quickly. | — | forum/qna | viral tiktok fashion trends | 1x of 3 | |
how to waterproof leather chelsea boots for rain RELATED | Google ↗ AI Mode ↗ | Learn methods to treat existing leather boots so they can survive flooded walking conditions. | — | how_to_steps | leather waterproofing methods and guides | 1x of 3 | |
dr martens chelsea boots waterproof test in water RELATED | Google ↗ AI Mode ↗ | Watch or read real-world immersion tests of Dr. Martens Chelsea boots to see if they leak. | — | tutorial_video/transcript | waterproof boot reviews and testing | 1x of 3 | |
rubber chelsea boots puddle jumping test RELATED | Google ↗ AI Mode ↗ | Find extreme weather performance tests for slip-on rain boots. | — | review_roundup | waterproof boot reviews and testing | 1x of 3 | |
sam edelman chelsea rain boots review ENTITY EXPANSION | Google ↗ AI Mode ↗ | Read reviews on fashionable brand-name rain boots styled as Chelsea boots. | — | review_roundup | specific brand rain boot reviews | 1x of 3 | |
how to waterproof leather chelsea boots for heavy rain IMPLICIT | Google ↗ AI Mode ↗ | Learn DIY methods or products to treat regular leather Chelsea boots to make them completely waterproof. | — | how_to_steps | leather waterproofing methods and guides | 1x of 3 | |
best comfortable walking boots for rainy weather IMPLICIT | Google ↗ AI Mode ↗ | Find footwear that prioritizes both foot comfort during long walks and protection from heavy rain. | — | buyers_guide | best boots for heavy rain | 1x of 3 | |
rubber vs leather chelsea boots for heavy rain COMPARATIVE | Google ↗ AI Mode ↗ | Determine whether rubber or treated leather construction is better for keeping feet dry in floods. | — | web_article | stylish rain boot alternatives | 1x of 3 | |
vessi chelsea boot reviews waterproof test ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find reviews on Vessi, a brand famous for 100% waterproof knit footwear styled as Chelsea boots. | — | review_roundup | waterproof boot reviews and testing | 1x of 3 | |
best comfortable walking boots for college campus rain REFORMULATION | Google ↗ AI Mode ↗ | Find comfortable boots that handle long walks across campus in the rain. | — | buyers_guide | comfortable commuter shoes for students | 1x of 3 | |
hunter chelsea rain boots waterproof performance ENTITY EXPANSION | Google ↗ AI Mode ↗ | Assess how well Hunter's rubber Chelsea boot variant performs against complete water submersion. | — | product_spec_sheet | specific brand rain boot reviews | 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 | 10 | 10 | — | 921 / 1,289 | |
| gemini-3.5-flash-lite | 2 | 10 | 10 | — | 921 / 1,231 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 921 / 1,471 |