Real ChatGPT answer + Gemini simulation · index seedfUJCqwvjlDocompleteAI OverviewRetail and ecommerce · jewelry and watchescomparison
What is the real difference between 14k and 18k yellow gold when choosing a durable setting for an heirloom diamond ring I want to resize?
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search36 queries10/30/2026
Download run
Gemini unique queries
35
1 in ≥ half the passes · stability 34%
ChatGPT real searches predicted
100%
1 of 1 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
What is the real difference between 14k and 18k yellow gold when choosing a durable setting for an heirloom diamond ring I want to resize?
35 unique queries · 3 passes
ring resizing and setting integrity
1 query · 2 hits
can heirloom rings be resized easily2xGoogle ↗
IMPLICIT
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). 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.
ChatGPT1 real searches · gpt-6100% predicted
14k vs 18k yellow gold jewelry hardness durability resizing alloy composition jeweler guidance Google ↗
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 |
|---|---|---|---|---|---|---|---|
can heirloom rings be resized easily IMPLICIT | Google ↗ AI Mode ↗ | Learn about the technical challenges and risks involved in altering the size of older or antique rings. | — | faq_page | ring resizing and setting integrity | 2x of 3 | |
14k vs 18k yellow gold durability for ring settings COMPARATIVE | Google ↗ AI Mode ↗ | Understand how the difference in gold purity affects the structural strength and scratch resistance of a prong setting. | — | comparison_table | karat gold durability and composition | 1x of 3 | |
14k vs 18k yellow gold durability for ring prongs REFORMULATION | Google ↗ AI Mode ↗ | Understand which gold purity holds gemstone prongs more securely over time. | — | comparison_table | karat gold durability and composition | 1x of 3 | |
difference between 14k and 18k yellow gold durability REFORMULATION | Google ↗ AI Mode ↗ | Understand how the gold purity levels affect the structural strength of the metal. | — | web_article | karat gold durability and composition | 1x of 3 | |
difference between 14k and 18k yellow gold REFORMULATION | Google ↗ AI Mode ↗ | Get a fundamental explanation of the gold alloy percentages in 14k and 18k options. | — | glossary/definition | karat gold durability and composition | 1x of 3 | |
14k vs 18k gold comparison table COMPARATIVE | Google ↗ AI Mode ↗ | View a side-by-side comparison of gold content, hardness, color, and price. | — | comparison_table | karat gold durability and composition | 1x of 3 | |
gold alloy hardness chart vickers karat IMPLICIT | Google ↗ AI Mode ↗ | Find hard data on the structural strength of different gold karats. | — | product_spec_sheet | karat gold durability and composition | 1x of 3 | |
can heirloom diamond rings be resized easily IMPLICIT | Google ↗ AI Mode ↗ | Learn about the feasibility and risks of resizing an older ring setting. | — | faq_page | ring resizing and setting integrity | 1x of 3 | |
best gold karat for engagement ring prongs RELATED | Google ↗ AI Mode ↗ | Find out which gold alloy is recommended by jewelers specifically for holding diamonds securely over time. | — | buyers_guide | ring resizing and setting integrity | 1x of 3 | |
difference between 14k and 18k yellow gold composition COMPARATIVE | Google ↗ AI Mode ↗ | Know the exact percentage of pure gold and alloy metals in 14k and 18k gold. | — | glossary/definition | karat gold durability and composition | 1x of 3 | |
gold karat hardness scale vickers mohs ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find scientific or technical measurements of gold alloy hardness. | — | product_spec_sheet | karat gold durability and composition | 1x of 3 | |
does 18k gold scratch easier than 14k gold RELATED | Google ↗ AI Mode ↗ | Compare the scratch resistance and malleability of high-purity gold versus lower-purity gold. | — | web_article | karat gold durability and composition | 1x of 3 | |
best metal for diamond engagement ring prongs ENTITY EXPANSION | Google ↗ AI Mode ↗ | Discover if other metals besides 14k or 18k yellow gold might be better for durability. | — | buyers_guide | ring resizing and setting integrity | 1x of 3 | |
is 18k yellow gold too soft for a ring prong setting RELATED | Google ↗ AI Mode ↗ | Determine if higher purity gold will wear down too quickly to secure a diamond safely. | — | forum/qna | karat gold durability and composition | 1x of 3 | |
how does resizing affect ring setting integrity IMPLICIT | Google ↗ AI Mode ↗ | Understand if stretching or cutting a band to resize it weakens the structural stability of the prongs. | — | forum/qna | ring resizing and setting integrity | 1x of 3 | |
is 18k yellow gold too soft for everyday wear PERSONALIZED | Google ↗ AI Mode ↗ | Assess whether 18k gold will scratch or warp too quickly under daily friction. | — | forum/qna | karat gold durability and composition | 1x of 3 | |
best metal for heirloom engagement ring setting PERSONALIZED | Google ↗ AI Mode ↗ | Discover expert recommendations for long-lasting ring mountings that preserve history. | — | buyers_guide | ring resizing and setting integrity | 1x of 3 | |
alloy composition of 14k vs 18k yellow gold ENTITY EXPANSION | Google ↗ AI Mode ↗ | Discover what specific metals (copper, silver, zinc) are mixed with gold to create 14k and 18k yellow gold. | — | product_spec_sheet | karat gold durability and composition | 1x of 3 | |
does resizing weaken gold ring settings RELATED | Google ↗ AI Mode ↗ | Determine if cutting and soldering a ring compromises its structural integrity. | — | faq_page | ring resizing and setting integrity | 1x of 3 | |
how does resizing affect a ring setting integrity IMPLICIT | Google ↗ AI Mode ↗ | Understand if stretching or cutting a band weakens the structural stability of the gemstone setting. | — | how_to_steps | ring resizing and setting integrity | 1x of 3 | |
maintaining and repairing heirloom diamond rings PERSONALIZED | Google ↗ AI Mode ↗ | Find best practices for caring for, inspecting, and servicing antique or inherited diamond jewelry. | — | how_to_steps | ring resizing and setting integrity | 1x of 3 | |
how does alloy metal choice affect yellow gold color intensity REFORMULATION | Google ↗ AI Mode ↗ | Understand why 18k yellow gold looks richer in color than 14k yellow gold. | — | web_article | karat gold durability and composition | 1x of 3 | |
14k vs 18k yellow gold color difference REFORMULATION | Google ↗ AI Mode ↗ | See if there is a noticeable visual difference in hue between the two yellow gold karats. | — | image_gallery | karat gold durability and composition | 1x of 3 | |
is 18k yellow gold too soft for daily wear COMPARATIVE | Google ↗ AI Mode ↗ | Evaluate whether 18k gold is too malleable to safely support a diamond in a ring worn every day. | — | web_article | karat gold durability and composition | 1x of 3 | |
jeweler advice on resizing heirloom gold rings IMPLICIT | Google ↗ AI Mode ↗ | Find professional best practices for working with older, potentially brittle gold. | — | case_study | ring resizing and setting integrity | 1x of 3 | |
jewelry metal alloy composition chart ENTITY EXPANSION | Google ↗ AI Mode ↗ | See the exact percentages of gold versus other metals like copper and silver in 14k and 18k alloys. | — | glossary/definition | karat gold durability and composition | 1x of 3 | |
cost to resize gold ring with diamond prongs RELATED | Google ↗ AI Mode ↗ | Estimate the financial investment required to alter a ring size without damaging the setting. | — | pricing_page | ring resizing and setting integrity | 1x of 3 | |
platinum vs 14k yellow gold prongs security ENTITY EXPANSION | Google ↗ AI Mode ↗ | Compare traditional yellow gold options against platinum for stone retention. | — | comparison_table | karat gold durability and composition | 1x of 3 | |
cost of resizing a gold ring with a diamond setting RELATED | Google ↗ AI Mode ↗ | Estimate the financial investment required for resizing an heirloom diamond ring. | — | pricing_page | ring resizing and setting integrity | 1x of 3 | |
pros and cons of 14k gold vs 18k gold REFORMULATION | Google ↗ AI Mode ↗ | Review the advantages and disadvantages of each karat type concerning color, price, and strength. | — | buyers_guide | karat gold durability and composition | 1x of 3 | |
signs of worn out diamond prongs inspection RELATED | Google ↗ AI Mode ↗ | Learn how to inspect an heirloom setting for existing metal fatigue or damage. | — | checklist | ring resizing and setting integrity | 1x of 3 | |
expert jeweler advice on gold karat durability for daily wear RELATED | Google ↗ AI Mode ↗ | Read professional opinions on longevity expectations for everyday rings made from various gold purities. | — | review_roundup | karat gold durability and composition | 1x of 3 | |
antique ring restoration and resizing best practices IMPLICIT | Google ↗ AI Mode ↗ | Learn special care instructions and techniques for modifying older or vintage jewelry. | — | pdf_whitepaper | ring resizing and setting integrity | 1x of 3 | |
vintage ring restoration and resizing process IMPLICIT | Google ↗ AI Mode ↗ | Learn the professional steps jewelers take when restoring and resizing vintage settings. | — | tutorial_video/transcript | ring resizing and setting integrity | 1x of 3 | |
cost to resize 18k gold ring vs 14k gold ring COMPARATIVE | Google ↗ AI Mode ↗ | Check if metal purity affects the pricing or complexity of jeweler labor for resizing. | — | pricing_page | ring resizing and setting integrity | 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 | — | 937 / 1,462 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 937 / 1,522 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 937 / 1,485 |