Real ChatGPT answer + Gemini simulation · index seedsUX82BfLM7IcompleteAI OverviewRetail and ecommerce · apparel and shoescomparison
Compare the waist roll issue on Athleta Elation versus Lululemon Align pants for curvy body types before I purchase today.
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search37 queries10/30/2026
Download run
Gemini unique queries
36
0 in ≥ half the passes · stability 33%
ChatGPT real searches predicted
100%
1 of 1 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
Compare the waist roll issue on Athleta Elation versus Lululemon Align pants for curvy body types before I purchase today.
36 unique queries · 3 passes
elation versus align comparison
9 queries · 9 hits
Athleta Elation vs Lululemon Align waist roll comparison curvy body1xGoogle ↗
REFORMULATION
athleta elation vs lululemon align rolling down waist1xGoogle ↗
REFORMULATION
athleta elation vs lululemon align waist roll curvy fit1xGoogle ↗
REFORMULATION
athleta elation versus lululemon align fabric and waistband comparison1xGoogle ↗
COMPARATIVE
athleta elation versus lululemon align comparison curvy body sizing1xGoogle ↗
COMPARATIVE
lululemon align nulu vs athleta powervita elation waist construction1xGoogle ↗
ENTITY EXPANSION
Athleta Elation vs Lululemon Align sizing guide curvy1xGoogle ↗
IMPLICIT
athleta powervita vs nulu align rolling waist comparison1xGoogle ↗
COMPARATIVE
luxtreme vs nulu vs powervita waistband rolling comparison1xGoogle ↗
ENTITY EXPANSION
lululemon align rolling down
8 queries · 8 hits
do lululemon align pants roll down on curvy figures1xGoogle ↗
RELATED
do lululemon align pants roll down at the waist curvy bodies1xGoogle ↗
RELATED
Lululemon Align waistband rolling down curvy1xGoogle ↗
ENTITY EXPANSION
Lululemon Align nulu fabric waistband roll stretch1xGoogle ↗
RELATED
lululemon align nulu fabric waistband slip causes1xGoogle ↗
REFORMULATION
lululemon align sizing advice for curvy waist to hip ratio1xGoogle ↗
PERSONALIZED
do Lululemon Align pants stretch out and roll down1xGoogle ↗
COMPARATIVE
lululemon align sizing up to prevent waist roll1xGoogle ↗
REFORMULATION
athleta elation waistband issues
7 queries · 7 hits
athleta elation tight waistband roll curvy body1xGoogle ↗
RELATED
athleta elation tight waistband rolling issues review1xGoogle ↗
RELATED
Athleta Elation tight waist rolling down review1xGoogle ↗
COMPARATIVE
Athleta Elation rise and waistband construction specs1xGoogle ↗
REFORMULATION
athleta elation high rise review curvy fit1xGoogle ↗
REFORMULATION
Athleta Elation powervita fabric roll down issues1xGoogle ↗
ENTITY EXPANSION
athleta elation high rise v waist roll down reddit1xGoogle ↗
RELATED
best leggings for curvy bodies
5 queries · 5 hits
best no roll waist leggings for curvy figures1xGoogle ↗
IMPLICIT
best buttery soft leggings that dont roll down waist curvy1xGoogle ↗
IMPLICIT
best buttery soft leggings that dont roll down curvy waist1xGoogle ↗
ENTITY EXPANSION
best athleta leggings for curvy hourglass waist shape1xGoogle ↗
PERSONALIZED
best high rise leggings for hourglass shape no roll1xGoogle ↗
RELATED
reasons leggings roll down
4 queries · 4 hits
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). 36 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
Athleta Elation vs Lululemon Align waistband rolling down folding curvy body reviews fit differences 2026 Google ↗
- Elation Ultra High Rise Flare Pant · athleta.gap.com
- 8 Best Workout Leggings of 2026 · reviewed.com
- Lululemon vs Athleta Leggings Comparison Review: Align vs Elation vs Salutation Stash · styledbyscience.com
- Lululemon Align Leggings Review · today.com
- Elation leggings curvy sizing · reddit.com
- Does anyone else have to keep pulling up their aligns? · reddit.com
- Shop Athleta Elation · athleta.gap.com
- Shop Lululemon Align · shop.lululemon.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
36 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Athleta Elation vs Lululemon Align waist roll comparison curvy body REFORMULATION | Google ↗ AI Mode ↗ | The user wants a direct comparison of the rolling waistband issue between Athleta Elation and Lululemon Align leggings specifically on curvy figures. | — | comparison_table | elation versus align comparison | 1x of 3 | |
athleta elation vs lululemon align rolling down waist REFORMULATION | Google ↗ AI Mode ↗ | Find direct comparisons regarding the waist rolling down issue for both leggings. | — | review_roundup | elation versus align comparison | 1x of 3 | |
athleta elation vs lululemon align waist roll curvy fit REFORMULATION | Google ↗ AI Mode ↗ | Direct side-by-side comparison of how both pants handle waist rolling on curvy body shapes. | — | comparison_table | elation versus align comparison | 1x of 3 | |
why do leggings roll down at the waist curvy body RELATED | Google ↗ AI Mode ↗ | The user wants to understand the biomechanical and fit reasons why waistbands roll down on curvy body types. | — | web_article | reasons leggings roll down | 1x of 3 | |
do lululemon align pants roll down on curvy figures RELATED | Google ↗ AI Mode ↗ | Understand specifically how Lululemon Aligns behave on curvy body types at the waist. | — | forum/qna | lululemon align rolling down | 1x of 3 | |
do lululemon align pants roll down at the waist curvy bodies RELATED | Google ↗ AI Mode ↗ | Understand specifically if the Lululemon Align waistband tends to fold or roll on curvy figures. | — | forum/qna | lululemon align rolling down | 1x of 3 | |
best no roll waist leggings for curvy figures IMPLICIT | Google ↗ AI Mode ↗ | The user is implicitly looking for alternative or top-recommended leggings that do not roll down at the waist for curvy body shapes. | — | review_roundup | best leggings for curvy bodies | 1x of 3 | |
athleta elation tight waistband roll curvy body RELATED | Google ↗ AI Mode ↗ | Check if Athleta Elation has a tight waistband that causes rolling on curvy shapes. | — | forum/qna | athleta elation waistband issues | 1x of 3 | |
athleta elation tight waistband rolling issues review RELATED | Google ↗ AI Mode ↗ | Check user reviews on the Athleta Elation tight waistband and rolling behavior. | — | review_roundup | athleta elation waistband issues | 1x of 3 | |
Athleta Elation tight waist rolling down review COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to see specific customer feedback regarding the Athleta Elation waistband rolling down. | — | forum/qna | athleta elation waistband issues | 1x of 3 | |
best buttery soft leggings that dont roll down waist curvy IMPLICIT | Google ↗ AI Mode ↗ | Discover alternative buttery soft leggings that solve the waist roll problem for curvy bodies. | — | buyers_guide | best leggings for curvy bodies | 1x of 3 | |
how to stop yoga pants from rolling down at waist IMPLICIT | Google ↗ AI Mode ↗ | Find solutions or sizing adjustments for yoga pants that constantly fold over at the waist. | — | how_to_steps | how to stop leggings rolling | 1x of 3 | |
Lululemon Align waistband rolling down curvy ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to investigate complaints or reviews specifically about the Lululemon Align waistband rolling on curvy body types. | — | forum/qna | lululemon align rolling down | 1x of 3 | |
athleta elation versus lululemon align fabric and waistband comparison COMPARATIVE | Google ↗ AI Mode ↗ | Compare the technical differences in fabric composition and waistband construction between the two pants. | — | comparison_table | elation versus align comparison | 1x of 3 | |
athleta elation versus lululemon align comparison curvy body sizing COMPARATIVE | Google ↗ AI Mode ↗ | Compare how sizing differs between Athleta and Lululemon for curvy proportions. | — | buyers_guide | elation versus align comparison | 1x of 3 | |
how to stop leggings from rolling down at the waist PERSONALIZED | Google ↗ AI Mode ↗ | The user wants practical solutions or hacks to prevent existing or purchased leggings from rolling down. | — | how_to_steps | how to stop leggings rolling | 1x of 3 | |
lululemon align nulu vs athleta powervita elation waist construction ENTITY EXPANSION | Google ↗ AI Mode ↗ | Analyze the specific fabrics (Nulu and Powervita) used in each pant and how they affect waist stability. | — | product_spec_sheet | elation versus align comparison | 1x of 3 | |
best buttery soft leggings that dont roll down curvy waist ENTITY EXPANSION | Google ↗ AI Mode ↗ | Discover alternative soft leggings brands that do not suffer from the waist rolling issue on curvy bodies. | — | review_roundup | best leggings for curvy bodies | 1x of 3 | |
Athleta Elation rise and waistband construction specs REFORMULATION | Google ↗ AI Mode ↗ | The user wants technical details about the rise height and waistband design of Athleta Elation pants. | — | product_spec_sheet | athleta elation waistband issues | 1x of 3 | |
how to stop yoga pants waistband from rolling down IMPLICIT | Google ↗ AI Mode ↗ | Find practical fixes or hacks if a purchased pair of yoga pants ends up rolling at the waist. | — | how_to_steps | how to stop leggings rolling | 1x of 3 | |
activewear waist roll issue curvy body buying checklist PERSONALIZED | Google ↗ AI Mode ↗ | Get a checklist of features to look for in leggings to prevent waist rolling on a curvy figure. | — | checklist | reasons leggings roll down | 1x of 3 | |
Lululemon Align nulu fabric waistband roll stretch RELATED | Google ↗ AI Mode ↗ | The user wants to know how Nulu fabric stretches and whether its softness contributes to waistband rolling. | — | buyers_guide | lululemon align rolling down | 1x of 3 | |
best athleta leggings for curvy hourglass waist shape PERSONALIZED | Google ↗ AI Mode ↗ | Identify the absolute best Athleta legging model tailored specifically for an hourglass or curvy figure. | — | buyers_guide | best leggings for curvy bodies | 1x of 3 | |
lululemon align nulu fabric waistband slip causes REFORMULATION | Google ↗ AI Mode ↗ | Understand the material properties of Nulu fabric that contribute to waistband slippage. | — | product_spec_sheet | lululemon align rolling down | 1x of 3 | |
Athleta Elation vs Lululemon Align sizing guide curvy IMPLICIT | Google ↗ AI Mode ↗ | The user wants to find out if sizing up or down prevents the waist roll issue on curvy body types for both brands. | — | buyers_guide | elation versus align comparison | 1x of 3 | |
lululemon align sizing advice for curvy waist to hip ratio PERSONALIZED | Google ↗ AI Mode ↗ | Get sizing recommendations for Lululemon Aligns when dealing with a significant waist-to-hip difference. | — | faq_page | lululemon align rolling down | 1x of 3 | |
athleta powervita vs nulu align rolling waist comparison COMPARATIVE | Google ↗ AI Mode ↗ | Compare Powervita fabric (Elation) and Nulu fabric (Align) regarding waistband performance. | — | comparison_table | elation versus align comparison | 1x of 3 | |
do Lululemon Align pants stretch out and roll down COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to know if the Align pants lose elasticity over time and start rolling at the waist. | — | review_roundup | lululemon align rolling down | 1x of 3 | |
athleta elation high rise review curvy fit REFORMULATION | Google ↗ AI Mode ↗ | Read comprehensive reviews focusing on the high-rise fit of Athleta Elation for curvy wearers. | — | review_roundup | athleta elation waistband issues | 1x of 3 | |
curvy hourglass waist leggings roll down fix IMPLICIT | Google ↗ AI Mode ↗ | Find activewear fit advice specifically for an hourglass or curvy waist-to-hip ratio. | — | web_article | reasons leggings roll down | 1x of 3 | |
Athleta Elation powervita fabric roll down issues ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to check if Athleta's Powervita fabric contributes to or prevents waistband rolling. | — | web_article | athleta elation waistband issues | 1x of 3 | |
why do high waisted leggings roll down when sitting down RELATED | Google ↗ AI Mode ↗ | Understand the mechanical causes of waistband roll in high-rise activewear. | — | web_article | reasons leggings roll down | 1x of 3 | |
athleta elation high rise v waist roll down reddit RELATED | Google ↗ AI Mode ↗ | Find real user discussions on Reddit about whether the Athleta Elation V-waist rolls down. | — | forum/qna | athleta elation waistband issues | 1x of 3 | |
lululemon align sizing up to prevent waist roll REFORMULATION | Google ↗ AI Mode ↗ | Determine if sizing up in Aligns helps stop the waistband from folding over. | — | faq_page | lululemon align rolling down | 1x of 3 | |
best high rise leggings for hourglass shape no roll RELATED | Google ↗ AI Mode ↗ | The user is searching for alternative leggings designed specifically for hourglass or curvy shapes that avoid rolling waistbands. | — | review_roundup | best leggings for curvy bodies | 1x of 3 | |
luxtreme vs nulu vs powervita waistband rolling comparison ENTITY EXPANSION | Google ↗ AI Mode ↗ | Compare all major competing athletic fabrics for waistband stability and roll resistance. | — | glossary/definition | elation versus align comparison | 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 | — | 923 / 1,522 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 923 / 1,522 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 923 / 1,597 |