best Custom-Printed Tin Can packaging
Geminigemini-4-argonOpenAIgpt-6.1-sol10 passes + 1 real-search107 queries11/10/2026
Download run
Gemini observed: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'…
Gemini simulated: gemini-4-argon: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… | gemini-3.5-flash-lite: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'…
OpenAI unique queries
105
2 in ≥ half the passes · stability 12%
OpenAI real searches predicted
100%
2 of 2 matched the simulation
Cost of this run
$0.237
44,458 tokens · 2 web searches · on your keys
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
best Custom-Printed Tin Can packaging
105 unique queries · 10 passes
manufacturer comparisons
2 queries · 8 hits
suppliers and minimum orders
3 queries · 8 hits
materials and printing methods
2 queries · 6 hits
food safety and sustainability
1 query · 5 hits
are custom printed tin containers recyclable and reusable5xGoogle ↗
RELATEDYes / no
pricing and setup fees
2 queries · 5 hits
artwork preparation requirements
1 query · 2 hits
how to prepare artwork for custom printed tin packaging2xGoogle ↗
RELATEDInstruction
samples and production lead times
1 query · 2 hits
custom printed tin packaging sample approval production lead time2xGoogle ↗
IMPLICITShort fact
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.
OpenAI simulated (105)OpenAI real searches (2)
Classes come from the query-classifier (a local Laya model). 67 of 107 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.
OpenAI2 real searches · gpt-6.1-sol100% predicted
custom printed tin packaging manufacturer USA custom tin containers food grade minimum order Google ↗
custom printed metal cans packaging TinWerks Independent Can Company minimum order Google ↗
- stannumcan.com · stannumcan.com
- independentcan.com · independentcan.com
- tinwerks.com · tinwerks.com
- tinwerks.com · tinwerks.com
- tealpackaging.com · tealpackaging.com
- roastar.com · roastar.com
- dolypack.com · dolypack.com
- packtist.com · packtist.com
- independentcan.com · independentcan.com
- packoasis.com · packoasis.com
- ninjasupply.com · ninjasupply.com
- independentcan.com · independentcan.com
- pub-mediabox-storage.rxweb-prd.com · pub-mediabox-storage.rxweb-prd.com
- hilderingpackaging.com · hilderingpackaging.com
- tinboxco.com · tinboxco.com
- hildering.com · hildering.com
- donhedrickpackaging.com · donhedrickpackaging.com
- tricorbraun.com · tricorbraun.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- en.wikipedia.org · en.wikipedia.org
- reddit.com · reddit.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- en.wikipedia.org · en.wikipedia.org
- en.wikipedia.org · en.wikipedia.org
- en.wikipedia.org · en.wikipedia.org
- en.wikipedia.org · en.wikipedia.org
- axios.com · axios.com
- en.wikipedia.org · en.wikipedia.org
- Frequently Asked Questions · independentcan.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
105 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best custom printed tin packaging suppliers REFORMULATION | Google ↗ AI Mode ↗ | Find reputable suppliers of custom-printed tin packaging. | Comparison | review_roundup | manufacturer comparisons | 6x of 10 | |
are custom printed tin containers recyclable and reusable RELATED | Google ↗ AI Mode ↗ | Understand the environmental advantages and limitations of printed tin packaging. | Yes / no | faq_page | food safety and sustainability | 5x of 10 | |
best custom printed tins for small businesses low minimum order PERSONALIZED | Google ↗ AI Mode ↗ | Find custom-printed tins suitable for a small business ordering limited quantities. | Comparison | buyers_guide | suppliers and minimum orders | 4x of 10 | |
custom printed tin cans wholesale pricing setup fees IMPLICIT | Google ↗ AI Mode ↗ | Understand wholesale prices and initial customization charges. | Comparison | pricing_page | pricing and setup fees | 3x of 10 | |
offset lithography vs digital printing for custom tin packaging COMPARATIVE | Google ↗ AI Mode ↗ | Compare printing methods for appearance, order quantity, and cost. | Comparison | comparison_table | materials and printing methods | 3x of 10 | |
tinplate vs aluminum custom printed packaging containers COMPARATIVE | Google ↗ AI Mode ↗ | Determine whether tinplate or aluminum is better suited to the intended packaging use. | Comparison | comparison_table | materials and printing methods | 3x of 10 | |
best custom printed tin can packaging suppliers REFORMULATION | Google ↗ AI Mode ↗ | Find leading suppliers of custom-printed tin can packaging. | Comparison | buyers_guide | manufacturer comparisons | 2x of 10 | |
custom printed tin packaging cost per unit and setup fees IMPLICIT | Google ↗ AI Mode ↗ | Estimate the total cost of ordering custom-printed tins. | Comparison | pricing_page | pricing and setup fees | 2x of 10 | |
best custom printed tins for small business low minimum order PERSONALIZED | Google ↗ AI Mode ↗ | Find custom-printed tins suitable for a small business placing a limited initial order. | Comparison | buyers_guide | suppliers and minimum orders | 2x of 10 | |
best low minimum order custom printed tins for small businesses PERSONALIZED | Google ↗ AI Mode ↗ | Find custom tin packaging suitable for a small business with limited purchasing volume. | Comparison | buyers_guide | suppliers and minimum orders | 2x of 10 | |
how to prepare artwork for custom printed tin packaging RELATED | Google ↗ AI Mode ↗ | Learn how to prepare print-ready artwork for a tin packaging order. | Instruction | how_to_steps | artwork preparation requirements | 2x of 10 | |
custom printed tin packaging sample approval production lead time IMPLICIT | Google ↗ AI Mode ↗ | The searcher wants to understand sampling and production timelines before placing an order. | Short fact | faq_page | samples and production lead times | 2x of 10 | |
best custom printed tin packaging manufacturers REFORMULATION | Google ↗ AI Mode ↗ | Find reputable manufacturers that offer high-quality custom-printed tin packaging. | Comparison | buyers_guide | manufacturer comparisons | 1x of 10 | |
best custom printed tin can packaging manufacturers REFORMULATION | Google ↗ AI Mode ↗ | Find reputable manufacturers of custom-printed tin can packaging. | Comparison | buyers_guide | manufacturer comparisons | 1x of 10 | |
custom printed tin containers round rectangular hinged lid options ENTITY EXPANSION | Google ↗ AI Mode ↗ | Explore available tin shapes and closure styles for custom printing. | Comparison | product_spec_sheet | design sizes and closures | 1x of 10 | |
custom printed tin packaging manufacturers comparison quality minimum order price COMPARATIVE | Google ↗ AI Mode ↗ | The searcher wants to compare manufacturers on quality, minimum order quantities, and price. | Comparison | comparison_table | suppliers and minimum orders | 1x of 10 | |
custom printed tin packaging manufacturers comparison quality customization minimum order COMPARATIVE | Google ↗ AI Mode ↗ | The searcher wants to compare manufacturers by quality, customization options, and minimum order quantity. | Comparison | comparison_table | suppliers and minimum orders | 1x of 10 | |
custom printed tin packaging suppliers quality price reviews comparison COMPARATIVE | Google ↗ AI Mode ↗ | Compare custom tin packaging suppliers on quality, cost, and customer feedback. | Comparison | comparison_table | manufacturer comparisons | 1x of 10 | |
how to choose custom printed tin cans for product packaging REFORMULATION | Google ↗ AI Mode ↗ | Understand how to select suitable custom-printed tin packaging. | Instruction | buyers_guide | manufacturer comparisons | 1x of 10 | |
custom printed tin can packaging manufacturers comparison quality price minimum order COMPARATIVE | Google ↗ AI Mode ↗ | Compare manufacturers on quality, cost, and minimum order requirements. | Comparison | comparison_table | suppliers and minimum orders | 1x of 10 | |
custom printed tin packaging manufacturers comparison quality minimum order lead time COMPARATIVE | Google ↗ AI Mode ↗ | Compare manufacturers on the main factors that affect a purchasing decision. | Comparison | comparison_table | suppliers and minimum orders | 1x of 10 | |
best custom printed tins for cookies tea and candles REFORMULATION | Google ↗ AI Mode ↗ | The searcher wants to find suitable printed tins for common product categories. | Comparison | buyers_guide | design sizes and closures | 1x of 10 | |
custom printed tin packaging manufacturer reviews quality service REFORMULATION | Google ↗ AI Mode ↗ | Evaluate manufacturers based on print quality, product consistency, and customer service. | Reason | review_roundup | manufacturer comparisons | 1x of 10 | |
custom printed tin packaging supplier reviews print quality customer service RELATED | Google ↗ AI Mode ↗ | Evaluate suppliers based on print quality, reliability, and customer support. | Comparison | review_roundup | manufacturer comparisons | 1x of 10 | |
tinplate vs aluminum custom printed packaging COMPARATIVE | Google ↗ AI Mode ↗ | The searcher wants to compare the main metal options for branded packaging. | Comparison | comparison_table | materials and printing methods | 1x of 10 | |
custom printed tin containers pricing by quantity tooling and setup fees IMPLICIT | Google ↗ AI Mode ↗ | Understand unit costs and additional charges at different order quantities. | Comparison | pricing_page | pricing and setup fees | 1x of 10 | |
custom printed tin packaging suppliers minimum order lead time comparison COMPARATIVE | Google ↗ AI Mode ↗ | Compare suppliers by minimum order quantities and production timelines. | Comparison | comparison_table | suppliers and minimum orders | 1x of 10 | |
custom printed tin packaging minimum order quantity IMPLICIT | Google ↗ AI Mode ↗ | Determine how many custom-printed tins must be ordered. | Short fact | faq_page | suppliers and minimum orders | 1x of 10 | |
custom printed tin cans pricing minimum order quantities setup fees IMPLICIT | Google ↗ AI Mode ↗ | Understand order minimums and the costs of purchasing custom-printed tins. | Comparison | pricing_page | pricing and setup fees | 1x of 10 | |
custom printed tin cans cost per unit tooling setup fees IMPLICIT | Google ↗ AI Mode ↗ | Understand the unit prices and upfront charges involved in custom tin packaging. | Reason | pricing_page | pricing and setup fees | 1x of 10 | |
custom printed tin cans low minimum order small business PERSONALIZED | Google ↗ AI Mode ↗ | Find custom-printed tin packaging suitable for a small business ordering limited quantities. | Yes / no | buyers_guide | suppliers and minimum orders | 1x of 10 | |
lithographic vs digital vs screen printing for custom tins COMPARATIVE | Google ↗ AI Mode ↗ | The searcher wants to choose a printing method for custom tin packaging. | Comparison | comparison_table | materials and printing methods | 1x of 10 | |
custom printed tin cans packaging cost per unit setup fees IMPLICIT | Google ↗ AI Mode ↗ | Understand unit pricing and setup charges for custom-printed tin packaging. | Reason | pricing_page | pricing and setup fees | 1x of 10 | |
offset vs digital printing for custom tin packaging COMPARATIVE | Google ↗ AI Mode ↗ | Compare printing methods for appearance, durability, cost, and order size. | Comparison | comparison_table | materials and printing methods | 1x of 10 | |
food grade custom printed tin containers interior coating food contact compliance IMPLICIT | Google ↗ AI Mode ↗ | Check whether custom-printed tins and their interior coatings are suitable for food contact. | Comparison | product_spec_sheet | food safety and sustainability | 1x of 10 | |
food safe custom printed tin cans lining and coating requirements IMPLICIT | Google ↗ AI Mode ↗ | Check which linings and coatings make printed tins appropriate for food contact. | Instruction | faq_page | food safety and sustainability | 1x of 10 | |
food safe custom printed tin cans for tea coffee and cookies RELATED | Google ↗ AI Mode ↗ | Find printed tins suitable for packaging common dry food products. | Instruction | product_spec_sheet | food safety and sustainability | 1x of 10 | |
food grade custom printed tins for tea coffee and cookies lining specifications RELATED | Google ↗ AI Mode ↗ | Find printed tins with materials and internal coatings appropriate for food packaging. | Comparison | product_spec_sheet | food safety and sustainability | 1x of 10 | |
custom printed food tins food contact safe coatings requirements IMPLICIT | Google ↗ AI Mode ↗ | The searcher wants to understand food-contact safety requirements for printed tins. | Other / navigational | checklist | food safety and sustainability | 1x of 10 | |
custom printed food tins food contact safety coatings requirements IMPLICIT | Google ↗ AI Mode ↗ | The searcher wants to know which coatings and documentation are needed for food-contact tin packaging. | Comparison | checklist | food safety and sustainability | 1x of 10 | |
food grade custom printed tin cans interior lining specifications IMPLICIT | Google ↗ AI Mode ↗ | The searcher wants to verify whether printed tins are suitable for direct food contact. | Comparison | product_spec_sheet | food safety and sustainability | 1x of 10 | |
custom printed tinplate steel and aluminum packaging containers ENTITY EXPANSION | Google ↗ AI Mode ↗ | Explore the metal materials and container categories sold as custom tin packaging. | Comparison | product_spec_sheet | materials and printing methods | 1x of 10 | |
offset vs digital printing on metal tins packaging COMPARATIVE | Google ↗ AI Mode ↗ | The searcher wants to compare printing methods for quality, order size, and cost. | Comparison | comparison_table | materials and printing methods | 1x of 10 | |
lithographic vs digital printing for custom tin packaging COMPARATIVE | Google ↗ AI Mode ↗ | Compare tin printing methods for quality, cost, and order-size suitability. | Comparison | comparison_table | materials and printing methods | 1x of 10 | |
custom printed tinplate steel cans metal packaging ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find custom packaging sold under tinplate and steel-can terminology. | Comparison | product_spec_sheet | materials and printing methods | 1x of 10 | |
tinplate vs aluminum custom printed packaging durability print quality cost COMPARATIVE | Google ↗ AI Mode ↗ | Determine which metal packaging material best suits the product and budget. | Comparison | comparison_table | materials and printing methods | 1x of 10 | |
custom printed tin packaging cost per unit setup fees minimum order IMPLICIT | Google ↗ AI Mode ↗ | The searcher wants to estimate the total cost of ordering custom-printed tins. | Other / navigational | pricing_page | pricing and setup fees | 1x of 10 | |
food safe custom printed tin cans interior lining specifications RELATED | Google ↗ AI Mode ↗ | Check whether custom-printed tins have suitable materials and interior linings for food contact. | Instruction | product_spec_sheet | food safety and sustainability | 1x of 10 | |
food safe custom printed tins interior coating requirements IMPLICIT | Google ↗ AI Mode ↗ | Learn what to verify before using printed tins for food packaging. | Instruction | checklist | food safety and sustainability | 1x of 10 | |
best custom printed tin packaging for small businesses low minimum order PERSONALIZED | Google ↗ AI Mode ↗ | Find custom-printed packaging suitable for a small business ordering limited quantities. | Comparison | buyers_guide | suppliers and minimum orders | 1x of 10 | |
lithographic vs digital printing for custom tin cans COMPARATIVE | Google ↗ AI Mode ↗ | Compare printing methods for image quality, order size, and cost. | Comparison | comparison_table | materials and printing methods | 1x of 10 | |
custom printed tinplate cans and aluminum packaging containers ENTITY EXPANSION | Google ↗ AI Mode ↗ | Explore tinplate and aluminum containers sold as custom metal packaging. | Comparison | buyers_guide | materials and printing methods | 1x of 10 | |
custom tin packaging offset lithography vs digital printing vs screen printing COMPARATIVE | Google ↗ AI Mode ↗ | Choose a printing method based on design needs, order volume, and finish quality. | Comparison | comparison_table | materials and printing methods | 1x of 10 | |
direct printed tins vs labeled tins packaging quality cost COMPARATIVE | Google ↗ AI Mode ↗ | Compare direct printing with applied labels for appearance, durability, and cost. | Comparison | comparison_table | materials and printing methods | 1x of 10 | |
tinplate steel and aluminum custom printed packaging tins ENTITY EXPANSION | Google ↗ AI Mode ↗ | The searcher wants to understand the metal material options sold as custom packaging tins. | Comparison | buyers_guide | materials and printing methods | 1x of 10 | |
food safe custom printed tins for cookies tea and coffee RELATED | Google ↗ AI Mode ↗ | Find printed tins with specifications suitable for food packaging. | Comparison | product_spec_sheet | food safety and sustainability | 1x of 10 | |
custom printed tin containers sizes shapes lid closure options RELATED | Google ↗ AI Mode ↗ | Explore available container dimensions, shapes, and closure styles. | Comparison | product_spec_sheet | design sizes and closures | 1x of 10 | |
custom printed tin packaging vs cardboard boxes COMPARATIVE | Google ↗ AI Mode ↗ | Decide whether printed tins offer better value than cardboard packaging. | Comparison | comparison_table | materials and printing methods | 1x of 10 | |
custom printed tin cans vs labeled tins packaging COMPARATIVE | Google ↗ AI Mode ↗ | Decide whether direct printing or applying labels to stock tins is more suitable. | Comparison | comparison_table | materials and printing methods | 1x of 10 | |
custom printed tin containers airtight lids seals and closure specifications RELATED | Google ↗ AI Mode ↗ | Identify tin closure options that provide the required level of product protection. | Instruction | product_spec_sheet | design sizes and closures | 1x of 10 | |
custom printed tin packaging design examples embossed matte glossy RELATED | Google ↗ AI Mode ↗ | The searcher wants visual inspiration for printed tin designs and finishes. | Instruction | image_gallery | design sizes and closures | 1x of 10 | |
custom printed tea coffee biscuit gift tins design examples ENTITY EXPANSION | Google ↗ AI Mode ↗ | See custom tin packaging examples for common product categories. | Instruction | image_gallery | design sizes and closures | 1x of 10 | |
custom printed tin packaging shapes sizes embossed logo examples RELATED | Google ↗ AI Mode ↗ | The searcher wants visual examples of tin shapes, dimensions, and branding finishes. | Instruction | image_gallery | design sizes and closures | 1x of 10 | |
custom printed tin packaging artwork requirements bleed color proof checklist IMPLICIT | Google ↗ AI Mode ↗ | Learn which artwork files and print approvals are needed before placing an order. | Instruction | checklist | artwork preparation requirements | 1x of 10 | |
custom printed tin packaging recyclability recycled content reusable RELATED | Google ↗ AI Mode ↗ | Evaluate the environmental attributes of custom-printed tin packaging. | Comparison | web_article | food safety and sustainability | 1x of 10 | |
custom printed tin container sizes shapes and lid options RELATED | Google ↗ AI Mode ↗ | Identify available dimensions, shapes, and closures for custom tins. | Comparison | product_spec_sheet | design sizes and closures | 1x of 10 | |
custom printed tin can sizes lid types airtight closures RELATED | Google ↗ AI Mode ↗ | Identify tin sizes and closure options appropriate for the intended contents. | Comparison | product_spec_sheet | design sizes and closures | 1x of 10 | |
how to prepare artwork for custom printed tins dielines bleed and color matching IMPLICIT | Google ↗ AI Mode ↗ | Learn how to supply print-ready artwork for a custom tin order. | Instruction | how_to_steps | artwork preparation requirements | 1x of 10 | |
custom printed tin containers sizes shapes lid options RELATED | Google ↗ AI Mode ↗ | The searcher wants to identify available container dimensions, shapes, and closures. | Comparison | product_spec_sheet | design sizes and closures | 1x of 10 | |
custom printed tin packaging round rectangular window lid examples RELATED | Google ↗ AI Mode ↗ | Explore available tin shapes and lid styles before selecting a packaging design. | Other / navigational | image_gallery | design sizes and closures | 1x of 10 | |
Independent Can Company custom printed tin packaging options ENTITY EXPANSION | Google ↗ AI Mode ↗ | The searcher wants to evaluate a specific manufacturer’s custom-printed tin offerings. | Comparison | product_spec_sheet | manufacturer comparisons | 1x of 10 | |
how to prepare artwork for custom printed tin packaging dieline bleed color RELATED | Google ↗ AI Mode ↗ | The searcher wants instructions for preparing print-ready artwork for tin packaging. | Instruction | how_to_steps | artwork preparation requirements | 1x of 10 | |
custom printed tin packaging shapes sizes lid styles examples RELATED | Google ↗ AI Mode ↗ | Browse container designs to identify a suitable shape, size, and lid style. | Comparison | image_gallery | design sizes and closures | 1x of 10 | |
custom printed tin packaging matte gloss embossed logo examples RELATED | Google ↗ AI Mode ↗ | Explore visual finishes and branding options for custom tins. | Instruction | image_gallery | design sizes and closures | 1x of 10 | |
custom printed tin packaging recyclability coatings sustainability RELATED | Google ↗ AI Mode ↗ | Understand the environmental considerations of printed metal packaging. | Comparison | web_article | food safety and sustainability | 1x of 10 | |
custom printed tin packaging sizes shapes lid types RELATED | Google ↗ AI Mode ↗ | The searcher wants to identify container dimensions, shapes, and closures that fit the product. | Comparison | product_spec_sheet | design sizes and closures | 1x of 10 | |
custom tin printing artwork requirements cmyk pantone bleed ENTITY EXPANSION | Google ↗ AI Mode ↗ | Learn the artwork specifications needed for accurate custom printing on tins. | Instruction | checklist | artwork preparation requirements | 1x of 10 | |
custom printed tinplate steel cans metal tins packaging manufacturers ENTITY EXPANSION | Google ↗ AI Mode ↗ | The searcher wants manufacturers listed under alternative names for custom tin packaging. | Comparison | buyers_guide | manufacturer comparisons | 1x of 10 | |
bespoke tinplate packaging embossed debossed logos custom shapes examples ENTITY EXPANSION | Google ↗ AI Mode ↗ | Explore premium customization options for printed metal packaging. | Comparison | image_gallery | design sizes and closures | 1x of 10 | |
custom printed tin packaging minimum order quantity production lead time IMPLICIT | Google ↗ AI Mode ↗ | Learn typical order minimums and production timelines for custom-printed tins. | Short fact | faq_page | suppliers and minimum orders | 1x of 10 | |
custom printed tin packaging samples and production lead times IMPLICIT | Google ↗ AI Mode ↗ | Understand sample availability and the time needed to complete an order. | Reason | faq_page | samples and production lead times | 1x of 10 | |
custom printed tin packaging samples pre production proof IMPLICIT | Google ↗ AI Mode ↗ | Find out how to obtain samples and approve print quality before committing to production. | Other / navigational | faq_page | samples and production lead times | 1x of 10 | |
custom printed tin packaging recyclability coatings and reusable design RELATED | Google ↗ AI Mode ↗ | Assess the environmental considerations of custom-printed tin packaging. | Comparison | web_article | food safety and sustainability | 1x of 10 | |
custom printed tin can packaging samples production lead time IMPLICIT | Google ↗ AI Mode ↗ | Learn how sampling and production timelines affect ordering custom tins. | Short fact | faq_page | samples and production lead times | 1x of 10 | |
custom tin packaging artwork requirements bleed color and print finish RELATED | Google ↗ AI Mode ↗ | Learn how to prepare artwork that will reproduce well on metal packaging. | Instruction | how_to_steps | artwork preparation requirements | 1x of 10 | |
custom printed tin packaging design examples embossing matte gloss finishes RELATED | Google ↗ AI Mode ↗ | Find visual inspiration for printed tin designs and decorative finishes. | Instruction | image_gallery | design sizes and closures | 1x of 10 | |
custom printed tin packaging sample approval production lead times IMPLICIT | Google ↗ AI Mode ↗ | Determine how sampling, approval, and manufacturing affect the order timeline. | Reason | faq_page | samples and production lead times | 1x of 10 | |
tinplate vs aluminum containers for custom printed packaging COMPARATIVE | Google ↗ AI Mode ↗ | Compare container materials before choosing custom-printed packaging. | Comparison | comparison_table | materials and printing methods | 1x of 10 | |
custom printed tin packaging sample approval production shipping lead times IMPLICIT | Google ↗ AI Mode ↗ | The searcher wants to understand the timeline from sample approval to delivery. | Other / navigational | faq_page | samples and production lead times | 1x of 10 | |
custom printed tin packaging sample approval quality inspection checklist IMPLICIT | Google ↗ AI Mode ↗ | Check samples and print proofs before committing to a bulk order. | Instruction | checklist | manufacturer comparisons | 1x of 10 | |
custom tin can printing artwork requirements cmyk pantone bleed ENTITY EXPANSION | Google ↗ AI Mode ↗ | Understand the artwork specifications needed for accurate printing on tins. | Instruction | checklist | artwork preparation requirements | 1x of 10 | |
custom printed tin packaging production lead time and sample approval IMPLICIT | Google ↗ AI Mode ↗ | Understand the ordering timeline from sample approval through production. | Reason | faq_page | samples and production lead times | 1x of 10 | |
independent can company tin king usa custom printed tin packaging ENTITY EXPANSION | Google ↗ AI Mode ↗ | Explore named suppliers associated with custom-printed tin packaging. | Other / navigational | buyers_guide | manufacturer comparisons | 1x of 10 | |
custom printed tin packaging vs cardboard boxes cost protection branding COMPARATIVE | Google ↗ AI Mode ↗ | Decide whether printed tins offer better value than cardboard packaging for the intended product. | Comparison | comparison_table | materials and printing methods | 1x of 10 | |
how to choose custom printed tin packaging lid closure seal durability REFORMULATION | Google ↗ AI Mode ↗ | The searcher wants criteria for choosing tins that protect their product and hold up during handling. | Comparison | checklist | design sizes and closures | 1x of 10 | |
recyclable custom printed tin packaging coatings sustainability RELATED | Google ↗ AI Mode ↗ | Assess the recyclability and environmental considerations of printed tin packaging. | Comparison | web_article | food safety and sustainability | 1x of 10 | |
best luxury custom printed gift tins embossing premium finish PERSONALIZED | Google ↗ AI Mode ↗ | Find premium custom-printed tins for a luxury gift packaging project. | Comparison | buyers_guide | design sizes and closures | 1x of 10 | |
best custom printed tins for cookies tea and gift packaging REFORMULATION | Google ↗ AI Mode ↗ | The searcher wants recommendations organized around common uses for decorative tin packaging. | Comparison | buyers_guide | design sizes and closures | 1x of 10 | |
custom printed tin packaging production lead time new tooling vs existing molds IMPLICIT | Google ↗ AI Mode ↗ | Understand how tooling choices affect the time needed to produce a custom tin order. | Comparison | faq_page | samples and production lead times | 1x of 10 | |
are custom printed tin cans recyclable and reusable IMPLICIT | Google ↗ AI Mode ↗ | Assess the recyclability and reuse potential of custom-printed tin packaging. | Yes / no | faq_page | food safety and sustainability | 1x of 10 | |
custom printed tin packaging quality checklist scratch resistance dents lid fit RELATED | Google ↗ AI Mode ↗ | Evaluate samples for print durability, structural quality, and closure performance. | Reason | checklist | manufacturer comparisons | 1x of 10 | |
custom printed tin packaging artwork requirements dielines color proof samples IMPLICIT | Google ↗ AI Mode ↗ | Understand how to prepare artwork and approve print quality before production. | Instruction | checklist | artwork preparation requirements | 1x of 10 | |
custom tin packaging supplier quality checklist print durability lid fit RELATED | Google ↗ AI Mode ↗ | Identify quality checks for evaluating suppliers and packaging samples. | Comparison | checklist | manufacturer comparisons | 1x of 10 | |
how to choose a custom printed tin packaging supplier quality checklist RELATED | Google ↗ AI Mode ↗ | The searcher wants a practical framework for evaluating custom tin suppliers. | Comparison | checklist | manufacturer comparisons | 1x of 10 | |
best luxury custom printed gift tins for premium brands PERSONALIZED | Google ↗ AI Mode ↗ | Find tin packaging options suited to premium gifting and upscale brand presentation. | Comparison | buyers_guide | design sizes and closures | 1x of 10 |
Tokens & cost
What this run used on your API keys, per model and step.
| Model | What | Requests | Input tokens | Output tokens | Web searches | Est. cost |
|---|---|---|---|---|---|---|
| gemini-4-argon | Real-search passes | 2 | 0 | 0 | — | $0 |
| gemini-4-argon | Simulated passes | 20 | 0 | 0 | — | $0 |
| gpt-6.1-sol | Real-search passes | 1 | 21,281 | 678147 thinking | 2 | $0.069 |
| gpt-6.1-sol | Simulated passes | 10 | 5,890 | 15,5811,915 thinking | — | $0.168 |
| gpt-6-luna | Naming clusters | 1 | 919 | 109 | — | $0.0001 |
| Total | 34 | 28,090 | 16,368 | 2 | $0.237 | |
Billed to your own API keys. Estimated from the providers' list prices (checked 2026-11-12); output includes thinking tokens. Free tiers, caching and retries can make your bill differ. OpenAI bills the web search content it reads as input tokens.
Passes
Does another pass still surface new queries? A flattening curve means the fan-out has stabilised.
OpenAIx = pass, y = cumulative unique queries
| Model | Pass | Target | Generated | Seconds | Tokens (in / out) | Notes |
|---|---|---|---|---|---|---|
| gemini-4-argon · real search | 1 | — | 0 | — | — | APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… |
| gemini-4-argon | 1 | — | 0 | — | — | gemini-4-argon: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… | gemini-3.5-flash-lite: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… |
| gemini-4-argon | 2 | — | 0 | — | — | gemini-4-argon: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… | gemini-3.5-flash-lite: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… |
| gemini-4-argon | 3 | — | 0 | — | — | gemini-4-argon: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… | gemini-3.5-flash-lite: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… |
| gemini-4-argon | 4 | — | 0 | — | — | gemini-4-argon: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… | gemini-3.5-flash-lite: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… |
| gemini-4-argon | 5 | — | 0 | — | — | gemini-4-argon: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… | gemini-3.5-flash-lite: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… |
| gemini-4-argon | 6 | — | 0 | — | — | gemini-4-argon: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… | gemini-3.5-flash-lite: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… |
| gemini-4-argon | 7 | — | 0 | — | — | gemini-4-argon: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… | gemini-3.5-flash-lite: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… |
| gemini-4-argon | 8 | — | 0 | — | — | gemini-4-argon: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… | gemini-3.5-flash-lite: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… |
| gemini-4-argon | 9 | — | 0 | — | — | gemini-4-argon: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… | gemini-3.5-flash-lite: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… |
| gemini-4-argon | 10 | — | 0 | — | — | gemini-4-argon: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… | gemini-3.5-flash-lite: APIStatusError: Error code: 402 - [{'error': {'code': 402, 'message': 'Your prepayment credits are depleted. Please go to AI Studio at https://ai.studio/projects to manage your project and billing. Learn more at https://ai.google.dev/gemini-api/docs/billing#prepay. ', 'status': 'RESOURCE_EXHAUSTED'… |
| gpt-6.1-sol · real search | 1 | — | 2 | 18.7 | 21,281 / 678 · 2 searches | |
| gpt-6.1-sol | 1 | 13 | 13 | 30.7 | 589 / 1,556 | |
| gpt-6.1-sol | 2 | 13 | 13 | 31.3 | 589 / 1,548 | |
| gpt-6.1-sol | 3 | 13 | 13 | 28.0 | 589 / 1,407 | |
| gpt-6.1-sol | 4 | 14 | 14 | 36.0 | 589 / 1,737 | |
| gpt-6.1-sol | 5 | 13 | 13 | 30.3 | 589 / 1,592 | |
| gpt-6.1-sol | 6 | 13 | 13 | 32.8 | 589 / 1,625 | |
| gpt-6.1-sol | 7 | 13 | 13 | 32.4 | 589 / 1,580 | |
| gpt-6.1-sol | 8 | 13 | 13 | 33.6 | 589 / 1,596 | |
| gpt-6.1-sol | 9 | 12 | 12 | 27.0 | 589 / 1,445 | |
| gpt-6.1-sol | 10 | 12 | 12 | 31.5 | 589 / 1,495 |