Real ChatGPT answer + Gemini simulation · index seedcztrNycEOu4completeAI OverviewRetail and ecommerce · returns and shipping policiescomparison
Between Sephora and Ulta, which beauty rewards return policy lets me exchange opened makeup without losing the points I earned on a tight budget?
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search37 queries10/30/2026
Download run
Gemini unique queries
35
1 in ≥ half the passes · stability 34%
ChatGPT real searches predicted
100%
2 of 2 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
Between Sephora and Ulta, which beauty rewards return policy lets me exchange opened makeup without losing the points I earned on a tight budget?
35 unique queries · 3 passes
opened makeup return policies
1 query · 2 hits
sephora vs ulta return policy opened makeup2xGoogle ↗
REFORMULATION
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence. 35 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.
ChatGPT2 real searches · gpt-6100% predicted
Sephora return policy opened makeup Beauty Insider points refund exchange official Google ↗
Ulta Beauty return policy opened makeup points refund exchange official rewards points Google ↗
- Returns & Exchanges · sephora.com
- Ulta Beauty Guest Services · ulta.com
- About Beauty Insider Loyalty Program · sephora.com
- Ulta Beauty Rewards FAQs · ulta.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
35 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
sephora vs ulta return policy opened makeup REFORMULATION | Google ↗ AI Mode ↗ | Understand how both retailers handle returns for used or opened cosmetics. | — | comparison_table | opened makeup return policies | 2x of 3 | |
sephora vs ulta return policy opened makeup points REFORMULATION | Google ↗ AI Mode ↗ | Understand how returning opened makeup impacts earned rewards points at both Sephora and Ulta. | — | comparison_table | opened makeup return policies | 1x of 3 | |
do you lose points when you return items at sephora RELATED | Google ↗ AI Mode ↗ | Learn Sephora's specific point deduction rules upon making a product return. | — | faq_page | sephora point deduction policy | 1x of 3 | |
do you lose points when you return items at sephora or ulta IMPLICIT | Google ↗ AI Mode ↗ | Find out how loyalty reward points are deducted or retained following a product return or exchange. | — | faq_page | sephora point deduction policy | 1x of 3 | |
do you lose points when returning items at sephora RELATED | Google ↗ AI Mode ↗ | Learn the exact impact of making a return on Sephora Beauty Insider loyalty points. | — | faq_page | sephora point deduction policy | 1x of 3 | |
does ulta take away points on returned purchases RELATED | Google ↗ AI Mode ↗ | Learn Ulta's specific point deduction rules upon making a product return. | — | faq_page | ulta points return policy | 1x of 3 | |
ulta ultimate rewards points return deduction policy RELATED | Google ↗ AI Mode ↗ | Check how Ulta Beauty rewards points are adjusted when a product purchase is returned. | — | faq_page | ulta points return policy | 1x of 3 | |
sephora beauty insider point deduction policy on exchange ENTITY EXPANSION | Google ↗ AI Mode ↗ | Learn the exact details of Sephora's Beauty Insider program rules regarding point adjustments during exchanges. | — | web_article | sephora point deduction policy | 1x of 3 | |
can you exchange opened makeup at sephora without receipt IMPLICIT | Google ↗ AI Mode ↗ | Find out the exact requirements for exchanging opened products at Sephora. | — | how_to_steps | exchanges without a receipt | 1x of 3 | |
can i exchange opened makeup at ulta without receipt IMPLICIT | Google ↗ AI Mode ↗ | Find out if Ulta permits exchanges on used beauty products and what is required without a receipt. | — | how_to_steps | exchanges without a receipt | 1x of 3 | |
ulta ultimate rewards points return policy rules ENTITY EXPANSION | Google ↗ AI Mode ↗ | Discover how Ulta's Ultamate Rewards program handles points when merchandise is returned. | — | web_article | ulta points return policy | 1x of 3 | |
ulta return policy opened cosmetics exchange rules IMPLICIT | Google ↗ AI Mode ↗ | Find out the exact requirements for exchanging opened products at Ulta. | — | how_to_steps | opened makeup return policies | 1x of 3 | |
sephora return policy used makeup exchange rules IMPLICIT | Google ↗ AI Mode ↗ | Discover the exact conditions Sephora places on exchanging opened or gently used items. | — | web_article | opened makeup return policies | 1x of 3 | |
sephora vs ulta beauty loyalty program value for budget shoppers COMPARATIVE | Google ↗ AI Mode ↗ | Compare which beauty retailer offers better value and reward protection for customers shopping on a budget. | — | buyers_guide | loyalty program comparison | 1x of 3 | |
sephora beauty insider vs ulta ultimate rewards loyalty program comparison COMPARATIVE | Google ↗ AI Mode ↗ | Compare the overarching benefits and point structures of Sephora and Ulta loyalty programs. | — | comparison_table | loyalty program comparison | 1x of 3 | |
best beauty loyalty programs for budget shoppers ENTITY EXPANSION | Google ↗ AI Mode ↗ | Explore alternative beauty rewards programs that offer better value and protection for budget buyers. | — | buyers_guide | beauty rewards on a budget | 1x of 3 | |
can you exchange opened makeup at ulta without receipt RELATED | Google ↗ AI Mode ↗ | Determine Ulta's leniency and requirements for processing makeup exchanges when items are already opened or missing a receipt. | — | how_to_steps | exchanges without a receipt | 1x of 3 | |
best drugstore makeup brands at ulta vs sephora for a budget ENTITY EXPANSION | Google ↗ AI Mode ↗ | Identify affordable makeup options available at both retailers to maximize budget efficiency. | — | buyers_guide | loyalty program comparison | 1x of 3 | |
how do beauty reward points work on exchanges sephora vs ulta COMPARATIVE | Google ↗ AI Mode ↗ | Directly compare how both rewards systems handle point balances during product exchanges versus straight returns. | — | comparison_table | loyalty program comparison | 1x of 3 | |
sephora satisfaction guarantee return policy opened products RELATED | Google ↗ AI Mode ↗ | Check the exact wording of Sephora's satisfaction guarantee regarding used or opened cosmetics. | — | faq_page | opened makeup return policies | 1x of 3 | |
how to maximize beauty rewards points on a budget PERSONALIZED | Google ↗ AI Mode ↗ | Learn strategies for earning and keeping reward points without spending excessive money. | — | web_article | beauty rewards on a budget | 1x of 3 | |
tips for making makeup returns on a tight budget PERSONALIZED | Google ↗ AI Mode ↗ | Find practical money-saving strategies when dealing with makeup returns and store credits. | — | checklist | beauty rewards on a budget | 1x of 3 | |
how to maximize beauty rewards on a tight budget PERSONALIZED | Google ↗ AI Mode ↗ | Get general tips and strategies for earning and keeping reward points while spending minimally at beauty stores. | — | checklist | beauty rewards on a budget | 1x of 3 | |
sephora return policy exchange opened item policy REFORMULATION | Google ↗ AI Mode ↗ | Check the official terms for exchanging opened items at Sephora. | — | faq_page | opened makeup return policies | 1x of 3 | |
what happens to bonus points when returning sephora purchases RELATED | Google ↗ AI Mode ↗ | Determine if promotional or multiplier points are clawed back during a return. | — | faq_page | sephora point deduction policy | 1x of 3 | |
ulta return policy opened makeup exchange rules REFORMULATION | Google ↗ AI Mode ↗ | Find exact policy guidelines for exchanging opened makeup at Ulta Beauty. | — | web_article | opened makeup return policies | 1x of 3 | |
ulta ultimate rewards terms and conditions points deduction return REFORMULATION | Google ↗ AI Mode ↗ | Read the fine print regarding point deductions on returns in Ulta's terms. | — | pdf_whitepaper | ulta points return policy | 1x of 3 | |
ulta return policy opened product satisfaction guarantee REFORMULATION | Google ↗ AI Mode ↗ | Understand Ulta's official stance on returning opened or unsatisfied products. | — | web_article | opened makeup return policies | 1x of 3 | |
beauty store return policies comparison opened items and points COMPARATIVE | Google ↗ AI Mode ↗ | Review a broad comparison of major beauty retailer policies regarding used products and loyalty points. | — | review_roundup | rewards points during returns | 1x of 3 | |
returning used makeup reddit consumer experiences RELATED | Google ↗ AI Mode ↗ | Read real customer experiences regarding returning used makeup at Sephora and Ulta. | — | forum/qna | beauty rewards on a budget | 1x of 3 | |
can you exchange makeup at sephora for a different shade IMPLICIT | Google ↗ AI Mode ↗ | Verify if shade-matching exchanges count as standard exchanges without penalty or point loss. | — | forum/qna | exchanges without a receipt | 1x of 3 | |
do beauty rewards points expire during product exchanges IMPLICIT | Google ↗ AI Mode ↗ | Understand if doing an even exchange resets or impacts the expiration or status of earned loyalty points. | — | forum/qna | rewards points during returns | 1x of 3 | |
beauty reward points expiration and return clawbacks ENTITY EXPANSION | Google ↗ AI Mode ↗ | Learn the broader rules governing how points expire or get deducted across cosmetics retailers. | — | glossary/definition | rewards points during returns | 1x of 3 | |
best drugstore makeup alternatives to sephora and ulta for tight budgets RELATED | Google ↗ AI Mode ↗ | Discover affordable cosmetic alternatives that do not require navigating complex high-end return policies. | — | buyers_guide | beauty rewards on a budget | 1x of 3 | |
beauty store return policies opened products comparison COMPARATIVE | Google ↗ AI Mode ↗ | Compare how major beauty retailers handle returns of opened makeup products. | — | review_roundup | opened makeup return policies | 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 | — | 929 / 1,478 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 929 / 1,502 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 929 / 1,406 |