best Custom Pet Food Packaging
Geminigemini-4-argonOpenAIgpt-6.1-sol10 passes + 1 real-search122 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
119
1 in ≥ half the passes · stability 12%
OpenAI real searches predicted
67%
2 of 3 matched the simulation
Cost of this run
$0.256
45,409 tokens · 3 web searches · on your keys
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
best Custom Pet Food Packaging
119 unique queries · 10 passes
supplier selection and options
2 queries · 11 hits
packaging format comparisons
3 queries · 8 hits
pricing and minimum orders
2 queries · 4 hits
printing methods and artwork
1 query · 2 hits
digital printing vs flexographic printing for custom pet food bags2xGoogle ↗
COMPARATIVEComparison
safety compliance and materials
1 query · 2 hits
custom pet food packaging food contact safety documentation checklist2xGoogle ↗
IMPLICITInstruction
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 (119)OpenAI real searches (3)
Classes come from the query-classifier (a local Laya model). 80 of 122 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.
OpenAI3 real searches · gpt-6.1-sol67% predicted
custom pet food packaging bags manufacturer low minimum digital printing pet treats packaging United States ePac PBFY CarePac Google ↗
site.thepkglab.com pet food packaging 100 Google ↗
site.proampac.com pet food packaging quad seal bags Google ↗
- carepac.com · carepac.com
- tricorbraunflex.com · tricorbraunflex.com
- tealpackaging.com · tealpackaging.com
- packfino.com · packfino.com
- businesstoworth.com · businesstoworth.com
- epacflexibles.com · epacflexibles.com
- theboxcrafters.com · theboxcrafters.com
- made2ordermerch.com · made2ordermerch.com
- packfino.com · packfino.com
- oneclickpackaging.com · oneclickpackaging.com
- tealpackaging.com · tealpackaging.com
- packmintpackaging.com · packmintpackaging.com
- carepac.com · carepac.com
- tricorbraun.com · tricorbraun.com
- tricorbraun.com · tricorbraun.com
- thepouchhouse.com · thepouchhouse.com
- webstaurantstore.com · webstaurantstore.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 · reddit.com
- en.wikipedia.org · en.wikipedia.org
- 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
- thepkglab.com · thepkglab.com
- proampac.com · proampac.com
- proampac.com · proampac.com
- proampac.com · proampac.com
- proampac.com · proampac.com
- proampac.com · proampac.com
- proampac.com · proampac.com
- packagingmea.com · packagingmea.com
- proampac.com · proampac.com
- img.petfoodindustry.com · img.petfoodindustry.com
- s3.us-east-2.amazonaws.com · s3.us-east-2.amazonaws.com
- img.petfoodindustry.com · img.petfoodindustry.com
- img.petfoodindustry.com · img.petfoodindustry.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- reddit.com · reddit.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
119 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best custom pet food packaging suppliers REFORMULATION | Google ↗ AI Mode ↗ | Find leading suppliers of custom packaging for pet food. | Comparison | buyers_guide | supplier selection and options | 9x of 10 | |
recyclable vs compostable custom pet food packaging COMPARATIVE | Google ↗ AI Mode ↗ | Compare sustainable packaging options and their protection and disposal trade-offs. | Comparison | comparison_table | packaging format comparisons | 4x of 10 | |
how to choose custom pet food packaging REFORMULATION | Google ↗ AI Mode ↗ | Understand which criteria matter when selecting custom pet food packaging. | Instruction | buyers_guide | supplier selection and options | 2x of 10 | |
custom pet food packaging stand up pouches vs flat bottom bags COMPARATIVE | Google ↗ AI Mode ↗ | Compare two common packaging formats for pet food. | Comparison | comparison_table | packaging format comparisons | 2x of 10 | |
best custom pet food packaging for small brands low minimum orders PERSONALIZED | Google ↗ AI Mode ↗ | Find packaging options suitable for a small pet food brand with limited order volumes. | Comparison | buyers_guide | pricing and minimum orders | 2x of 10 | |
recyclable vs compostable custom pet food packaging barrier performance COMPARATIVE | Google ↗ AI Mode ↗ | Compare sustainable packaging options without overlooking food-protection requirements. | Comparison | comparison_table | packaging format comparisons | 2x of 10 | |
best low minimum custom pet food packaging for a small startup brand PERSONALIZED | Google ↗ AI Mode ↗ | Find custom packaging options suitable for a startup with limited purchasing volume. | Comparison | buyers_guide | pricing and minimum orders | 2x of 10 | |
digital printing vs flexographic printing for custom pet food bags COMPARATIVE | Google ↗ AI Mode ↗ | Choose a printing method based on order size, artwork needs, and cost. | Comparison | comparison_table | printing methods and artwork | 2x of 10 | |
custom pet food packaging food contact safety documentation checklist IMPLICIT | Google ↗ AI Mode ↗ | Identify the safety documentation and material information to request from packaging suppliers. | Instruction | checklist | safety compliance and materials | 2x of 10 | |
best custom pet food packaging options REFORMULATION | Google ↗ AI Mode ↗ | Find the strongest custom packaging options for pet food products. | Comparison | buyers_guide | supplier selection and options | 1x of 10 | |
top custom printed pet food bag manufacturers reviews REFORMULATION | Google ↗ AI Mode ↗ | Compare manufacturers based on printing quality, service, and customer feedback. | Reason | review_roundup | printed bags and pouches | 1x of 10 | |
top rated custom printed pet food bags manufacturers REFORMULATION | Google ↗ AI Mode ↗ | The searcher wants well-regarded manufacturers of branded pet food bags. | Comparison | review_roundup | printed bags and pouches | 1x of 10 | |
best custom printed pet food bags and pouches REFORMULATION | Google ↗ AI Mode ↗ | Find recommended custom-printed bag and pouch options for pet food. | Comparison | review_roundup | printed bags and pouches | 1x of 10 | |
best custom printed pouches for pet treats REFORMULATION | Google ↗ AI Mode ↗ | Find suitable custom-printed packaging for pet treats. | Comparison | review_roundup | printed bags and pouches | 1x of 10 | |
custom printed pet food bags and pouches buying guide REFORMULATION | Google ↗ AI Mode ↗ | Understand the main options for buying branded pet food packaging. | Other / navigational | buyers_guide | printed bags and pouches | 1x of 10 | |
top rated custom pet food packaging companies reviews REFORMULATION | Google ↗ AI Mode ↗ | Evaluate custom pet food packaging companies using reviews and reported customer experiences. | Reason | review_roundup | supplier selection and options | 1x of 10 | |
best custom pet food packaging suppliers reviews REFORMULATION | Google ↗ AI Mode ↗ | Identify reputable suppliers that produce customized pet food packaging. | Reason | review_roundup | supplier selection and options | 1x of 10 | |
custom printed pet food bags and pouches REFORMULATION | Google ↗ AI Mode ↗ | The searcher wants to explore customizable bags and pouches for pet food. | Other / navigational | product_spec_sheet | printed bags and pouches | 1x of 10 | |
custom pet food packaging company reviews quality service turnaround RELATED | Google ↗ AI Mode ↗ | Evaluate packaging companies based on product quality, customer service, and delivery reliability. | Reason | review_roundup | safety compliance and materials | 1x of 10 | |
best packaging for dry kibble vs wet pet food COMPARATIVE | Google ↗ AI Mode ↗ | Understand which packaging formats suit dry and wet pet food. | Comparison | comparison_table | barrier performance and freshness | 1x of 10 | |
custom pet food bags vs rigid containers vs cartons COMPARATIVE | Google ↗ AI Mode ↗ | Compare the main packaging formats available for pet food. | Comparison | comparison_table | packaging format comparisons | 1x of 10 | |
custom pet food packaging suppliers comparison minimum order lead time printing COMPARATIVE | Google ↗ AI Mode ↗ | The searcher wants to compare suppliers on practical purchasing criteria. | Comparison | comparison_table | pricing and minimum orders | 1x of 10 | |
stand up pouches vs flat bottom bags for custom pet food packaging COMPARATIVE | Google ↗ AI Mode ↗ | Compare two common packaging formats for shelf presentation, storage, and usability. | Comparison | comparison_table | packaging format comparisons | 1x of 10 | |
stand up pouches vs flat bottom bags for pet food COMPARATIVE | Google ↗ AI Mode ↗ | Compare two common packaging formats for pet food. | Comparison | comparison_table | packaging format comparisons | 1x of 10 | |
stand up pouches vs flat bottom bags vs side gusset bags for pet food COMPARATIVE | Google ↗ AI Mode ↗ | Compare common pet food bag formats before choosing a design. | Comparison | comparison_table | packaging format comparisons | 1x of 10 | |
stand up pouch vs flat bottom bag vs side gusset bag for pet food COMPARATIVE | Google ↗ AI Mode ↗ | Compare common pet food packaging shapes for storage, display, and usability. | Comparison | comparison_table | packaging format comparisons | 1x of 10 | |
best packaging materials for dry pet food freshness and shelf life IMPLICIT | Google ↗ AI Mode ↗ | Identify materials that help protect dry pet food during storage. | Comparison | web_article | barrier performance and freshness | 1x of 10 | |
custom pet food packaging prices and minimum order quantities IMPLICIT | Google ↗ AI Mode ↗ | Estimate packaging costs and determine supplier order requirements. | Comparison | pricing_page | pricing and minimum orders | 1x of 10 | |
custom pet food packaging cost per bag and setup fees IMPLICIT | Google ↗ AI Mode ↗ | Understand the costs involved in ordering custom pet food packaging. | Comparison | pricing_page | pricing and minimum orders | 1x of 10 | |
best moisture and oxygen barrier packaging for dry dog food IMPLICIT | Google ↗ AI Mode ↗ | Identify packaging specifications that help protect dry pet food quality. | Comparison | product_spec_sheet | barrier performance and freshness | 1x of 10 | |
custom pet food packaging cost and minimum order quantity IMPLICIT | Google ↗ AI Mode ↗ | The searcher wants to understand likely costs and order commitments. | Comparison | pricing_page | pricing and minimum orders | 1x of 10 | |
best custom dry pet food bags moisture oxygen barrier resealable IMPLICIT | Google ↗ AI Mode ↗ | Identify packaging features that help protect dry pet food after production and opening. | Other / navigational | buyers_guide | barrier performance and freshness | 1x of 10 | |
best barrier packaging for dry pet food freshness and fat oxidation IMPLICIT | Google ↗ AI Mode ↗ | Identify packaging properties that help protect dry pet food from moisture and oxidation. | Comparison | web_article | barrier performance and freshness | 1x of 10 | |
best barrier materials for custom pet food packaging moisture oxygen grease IMPLICIT | Google ↗ AI Mode ↗ | Determine which packaging materials protect pet food from moisture, oxygen, and grease. | Comparison | product_spec_sheet | barrier performance and freshness | 1x of 10 | |
best custom dry pet food packaging moisture oxygen barrier IMPLICIT | Google ↗ AI Mode ↗ | The searcher wants packaging that helps protect dry pet food from moisture and oxidation. | Comparison | buyers_guide | barrier performance and freshness | 1x of 10 | |
stand up pouch vs flat bottom bag for custom pet food packaging COMPARATIVE | Google ↗ AI Mode ↗ | Choose between two common flexible packaging formats for pet food. | Comparison | comparison_table | packaging format comparisons | 1x of 10 | |
custom pet food bags oxygen moisture grease barrier specifications IMPLICIT | Google ↗ AI Mode ↗ | Identify packaging specifications that help protect pet food freshness and prevent leakage. | Other / navigational | product_spec_sheet | barrier performance and freshness | 1x of 10 | |
high barrier custom dry pet food bags oxygen moisture barrier specifications IMPLICIT | Google ↗ AI Mode ↗ | Identify packaging specifications that help protect dry pet food quality. | Comparison | product_spec_sheet | barrier performance and freshness | 1x of 10 | |
best low minimum order custom pet food packaging for a startup brand PERSONALIZED | Google ↗ AI Mode ↗ | Find packaging options suited to a startup that needs a small production run. | Comparison | buyers_guide | pricing and minimum orders | 1x of 10 | |
custom retort pouches for wet pet food RELATED | Google ↗ AI Mode ↗ | Find custom packaging suitable for retort-processed wet pet food. | Comparison | product_spec_sheet | wet food retort packaging | 1x of 10 | |
stand up pouches vs flat bottom bags for pet food packaging COMPARATIVE | Google ↗ AI Mode ↗ | The searcher wants to compare two common pet food packaging formats. | Comparison | comparison_table | packaging format comparisons | 1x of 10 | |
custom wet pet food retort pouches specifications ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find technical requirements for custom retort pouches used for shelf-stable wet pet food. | Consequence | product_spec_sheet | wet food retort packaging | 1x of 10 | |
custom pet food packaging food contact safety compliance requirements IMPLICIT | Google ↗ AI Mode ↗ | Learn what food-contact safety documentation and compliance questions to discuss with packaging suppliers. | Reason | checklist | safety compliance and materials | 1x of 10 | |
custom pet food packaging food contact safety requirements IMPLICIT | Google ↗ AI Mode ↗ | Learn what food-contact safety requirements to check before ordering packaging. | Reason | checklist | safety compliance and materials | 1x of 10 | |
custom wet pet food retort pouches packaging specifications RELATED | Google ↗ AI Mode ↗ | The searcher wants specifications for custom pouches suitable for retort-processed wet pet food. | Reason | product_spec_sheet | wet food retort packaging | 1x of 10 | |
high barrier resealable custom pet food pouches oxygen moisture barrier specifications ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find technical specifications for high-barrier resealable pet food pouches. | Comparison | product_spec_sheet | barrier performance and freshness | 1x of 10 | |
recyclable custom pet food packaging options RELATED | Google ↗ AI Mode ↗ | Find customizable packaging options with credible recyclability characteristics. | Comparison | buyers_guide | supplier selection and options | 1x of 10 | |
custom printed pet food bags pricing setup fees minimum order quantity RELATED | Google ↗ AI Mode ↗ | Understand packaging prices, initial fees, and minimum order requirements. | Comparison | pricing_page | pricing and minimum orders | 1x of 10 | |
custom printed retort pouches for wet pet food RELATED | Google ↗ AI Mode ↗ | Find customizable packaging suitable for retort-processed wet pet food. | Comparison | product_spec_sheet | wet food retort packaging | 1x of 10 | |
pet food packaging oxygen moisture and grease barrier requirements IMPLICIT | Google ↗ AI Mode ↗ | Identify packaging barrier properties that help preserve pet food quality. | Reason | product_spec_sheet | barrier performance and freshness | 1x of 10 | |
custom packaging for frozen raw pet food leak resistant freezer safe RELATED | Google ↗ AI Mode ↗ | Find custom packaging that withstands freezing and helps prevent leaks. | Other / navigational | buyers_guide | barrier performance and freshness | 1x of 10 | |
custom pet treat packaging grease resistant bags RELATED | Google ↗ AI Mode ↗ | Find customizable packaging suitable for oily or greasy pet treats. | Comparison | buyers_guide | printed bags and pouches | 1x of 10 | |
custom pet food packaging cost minimum order quantity printing setup fees RELATED | Google ↗ AI Mode ↗ | Estimate packaging expenses and understand the order quantities and fees suppliers may require. | Comparison | pricing_page | pricing and minimum orders | 1x of 10 | |
custom printed pet food bags pricing minimum order quantity IMPLICIT | Google ↗ AI Mode ↗ | Understand typical pricing structures and minimum order quantities for custom pet food bags. | Comparison | pricing_page | pricing and minimum orders | 1x of 10 | |
best moisture and oxygen barrier materials for dry pet food bags IMPLICIT | Google ↗ AI Mode ↗ | The searcher wants packaging materials that help protect dry pet food quality and shelf life. | Comparison | pdf_whitepaper | barrier performance and freshness | 1x of 10 | |
recyclable mono material custom pet food packaging RELATED | Google ↗ AI Mode ↗ | The searcher wants custom packaging options designed for recycling. | Comparison | product_spec_sheet | supplier selection and options | 1x of 10 | |
recyclable mono material vs multilayer pet food packaging COMPARATIVE | Google ↗ AI Mode ↗ | Understand sustainability and product-protection trade-offs between packaging material structures. | Comparison | comparison_table | packaging format comparisons | 1x of 10 | |
recyclable custom pet food packaging options barrier performance RELATED | Google ↗ AI Mode ↗ | Find recyclable packaging options while understanding their protective capabilities. | Comparison | buyers_guide | barrier performance and freshness | 1x of 10 | |
custom pet food packaging cost minimum order quantities IMPLICIT | Google ↗ AI Mode ↗ | Estimate packaging costs and determine suppliers' minimum order requirements. | Comparison | pricing_page | pricing and minimum orders | 1x of 10 | |
best custom pet food packaging for small brands low minimum order PERSONALIZED | Google ↗ AI Mode ↗ | The searcher wants packaging options suited to a small brand with limited order volumes. | Comparison | buyers_guide | pricing and minimum orders | 1x of 10 | |
best low minimum custom pet food bags for small pet food brands PERSONALIZED | Google ↗ AI Mode ↗ | Find custom packaging options suited to a small brand with limited order volumes. | Comparison | buyers_guide | pricing and minimum orders | 1x of 10 | |
custom pet food packaging low minimum order for small business PERSONALIZED | Google ↗ AI Mode ↗ | Find custom packaging options suited to a small pet food business with limited order volumes. | Other / navigational | buyers_guide | pricing and minimum orders | 1x of 10 | |
custom printed pet food bags pricing setup fees minimum order IMPLICIT | Google ↗ AI Mode ↗ | Understand the costs and purchasing commitments involved in custom pet food packaging. | Comparison | pricing_page | pricing and minimum orders | 1x of 10 | |
custom printed pet food packaging cost per bag setup fees RELATED | Google ↗ AI Mode ↗ | The searcher wants to understand unit costs and upfront customization charges. | Comparison | pricing_page | printing methods and artwork | 1x of 10 | |
custom pet food packaging food contact compliance supplier checklist IMPLICIT | Google ↗ AI Mode ↗ | Learn what food-contact documentation and compliance information to request from packaging suppliers. | Instruction | checklist | safety compliance and materials | 1x of 10 | |
pet food packaging food contact safety and labeling requirements checklist IMPLICIT | Google ↗ AI Mode ↗ | Identify safety and labeling requirements to verify before ordering packaging. | Instruction | checklist | safety compliance and materials | 1x of 10 | |
food contact safety documentation to request from custom pet food packaging suppliers IMPLICIT | Google ↗ AI Mode ↗ | Learn what safety and compliance documentation to request before purchasing packaging. | Instruction | checklist | safety compliance and materials | 1x of 10 | |
custom pet food packaging cost per bag printing setup fees minimum order IMPLICIT | Google ↗ AI Mode ↗ | Estimate packaging costs and understand the factors affecting order pricing. | Comparison | pricing_page | pricing and minimum orders | 1x of 10 | |
food contact safety requirements for custom pet food packaging IMPLICIT | Google ↗ AI Mode ↗ | The searcher wants to know which food-contact safety requirements to verify with packaging suppliers. | Instruction | web_article | safety compliance and materials | 1x of 10 | |
custom pet food bags with resealable zippers and tear notches ENTITY EXPANSION | Google ↗ AI Mode ↗ | The searcher wants custom bags with convenient opening and resealing features. | Instruction | product_spec_sheet | printed bags and pouches | 1x of 10 | |
best low minimum order custom pet food packaging for small startup brands PERSONALIZED | Google ↗ AI Mode ↗ | Find packaging options suited to a startup with limited initial order volume. | Comparison | buyers_guide | pricing and minimum orders | 1x of 10 | |
PET PE EVOH custom pet food pouch barrier material specifications ENTITY EXPANSION | Google ↗ AI Mode ↗ | Understand the properties of common polymer materials and barrier layers used in pet food pouches. | Other / navigational | product_spec_sheet | safety compliance and materials | 1x of 10 | |
best custom packaging for dry dog food resealable large bags RELATED | Google ↗ AI Mode ↗ | Find durable, resealable custom packaging for dry dog food. | Comparison | buyers_guide | barrier performance and freshness | 1x of 10 | |
digital vs flexographic printing for custom pet food bags COMPARATIVE | Google ↗ AI Mode ↗ | The searcher wants to choose a printing method based on order size, cost, and design needs. | Comparison | comparison_table | printing methods and artwork | 1x of 10 | |
custom pet food packaging design examples RELATED | Google ↗ AI Mode ↗ | Explore visual examples of pet food branding and package design. | Comparison | image_gallery | supplier selection and options | 1x of 10 | |
custom printed dog treat pouches resealable food safe ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find customizable resealable packaging designed for dog treats. | Other / navigational | product_spec_sheet | printed bags and pouches | 1x of 10 | |
best packaging for dry kibble vs wet pet food vs freeze dried pet food COMPARATIVE | Google ↗ AI Mode ↗ | Match packaging materials and formats to the type of pet food being sold. | Comparison | comparison_table | barrier performance and freshness | 1x of 10 | |
epac roastar pbfy custom pet food packaging options ENTITY EXPANSION | Google ↗ AI Mode ↗ | Explore custom pet food packaging offerings from specific packaging suppliers. | Comparison | buyers_guide | supplier selection and options | 1x of 10 | |
ePac vs CarePac custom pet food packaging ENTITY EXPANSION | Google ↗ AI Mode ↗ | Compare two named suppliers offering custom pet food packaging. | Comparison | comparison_table | packaging format comparisons | 1x of 10 | |
custom retort pouches for wet pet food specifications RELATED | Google ↗ AI Mode ↗ | Find packaging specifications suitable for wet pet food that undergoes retort processing. | Consequence | product_spec_sheet | wet food retort packaging | 1x of 10 | |
custom wet pet food packaging retort pouches vs cans COMPARATIVE | Google ↗ AI Mode ↗ | Compare custom retort pouches and cans for wet pet food. | Comparison | comparison_table | wet food retort packaging | 1x of 10 | |
epac vs roastar custom pet food packaging ENTITY EXPANSION | Google ↗ AI Mode ↗ | Compare two named suppliers offering custom printed pet food packaging. | Comparison | comparison_table | packaging format comparisons | 1x of 10 | |
custom wet pet food retort pouches packaging requirements ENTITY EXPANSION | Google ↗ AI Mode ↗ | Identify custom pouch requirements for shelf-stable wet pet food. | Reason | web_article | wet food retort packaging | 1x of 10 | |
custom large kibble bags for pet food brands 20 lb 40 lb PERSONALIZED | Google ↗ AI Mode ↗ | Find custom packaging suitable for a brand selling large bags of kibble. | Other / navigational | product_spec_sheet | printed bags and pouches | 1x of 10 | |
best custom packaging for wet pet food retort pouches vs cans COMPARATIVE | Google ↗ AI Mode ↗ | The searcher wants to compare packaging formats suitable for shelf-stable wet pet food. | Comparison | comparison_table | wet food retort packaging | 1x of 10 | |
custom pet treat packaging resealable zipper pouches ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find customizable resealable pouches suitable for pet treats. | Other / navigational | product_spec_sheet | printed bags and pouches | 1x of 10 | |
digital printing vs flexographic printing custom pet food bags COMPARATIVE | Google ↗ AI Mode ↗ | Determine which printing method fits the desired order volume and packaging design. | Comparison | comparison_table | printing methods and artwork | 1x of 10 | |
best custom packaging for freeze dried pet food and pet treats RELATED | Google ↗ AI Mode ↗ | Identify packaging options suited to moisture-sensitive freeze-dried products and pet treats. | Comparison | buyers_guide | supplier selection and options | 1x of 10 | |
custom pet treat packaging stand up pouches resealable RELATED | Google ↗ AI Mode ↗ | Explore custom resealable stand-up pouches for pet treats. | Other / navigational | product_spec_sheet | printed bags and pouches | 1x of 10 | |
custom pet food stand up pouches flat bottom bags side gusset bags ENTITY EXPANSION | Google ↗ AI Mode ↗ | The searcher wants to explore the main packaging formats available for custom pet food bags. | Other / navigational | buyers_guide | printed bags and pouches | 1x of 10 | |
custom pet food packaging design examples branding label layout RELATED | Google ↗ AI Mode ↗ | Explore visual examples of effective custom pet food packaging. | Instruction | image_gallery | supplier selection and options | 1x of 10 | |
epac flexible packaging custom pet food pouches ENTITY EXPANSION | Google ↗ AI Mode ↗ | Investigate a named supplier's custom pet food pouch offering. | Other / navigational | product_spec_sheet | printed bags and pouches | 1x of 10 | |
how to prepare artwork and dielines for custom pet food bags RELATED | Google ↗ AI Mode ↗ | Learn how to prepare print-ready designs for custom pet food packaging. | Instruction | how_to_steps | printing methods and artwork | 1x of 10 | |
PET PE EVOH foil laminate materials for pet food packaging ENTITY EXPANSION | Google ↗ AI Mode ↗ | Understand the material names and structures used in pet food packaging specifications. | Comparison | glossary/definition | safety compliance and materials | 1x of 10 | |
custom packaging for freeze dried pet food and pet treats ENTITY EXPANSION | Google ↗ AI Mode ↗ | The searcher wants packaging options for freeze-dried products and pet treats. | Other / navigational | buyers_guide | supplier selection and options | 1x of 10 | |
food contact compliance documents to request from custom pet food packaging suppliers IMPLICIT | Google ↗ AI Mode ↗ | Learn which compliance documents to request for the intended product and sales market. | Instruction | checklist | safety compliance and materials | 1x of 10 | |
how to design custom pet food packaging artwork dieline RELATED | Google ↗ AI Mode ↗ | Learn how to prepare packaging artwork for a custom pet food bag. | Instruction | how_to_steps | supplier selection and options | 1x of 10 | |
digital printing vs rotogravure custom pet food packaging COMPARATIVE | Google ↗ AI Mode ↗ | Compare printing methods for custom packaging across order size, setup cost, and design flexibility. | Comparison | comparison_table | printing methods and artwork | 1x of 10 | |
epac vs pbfy vs roastar custom pet food packaging ENTITY EXPANSION | Google ↗ AI Mode ↗ | Compare named suppliers that may offer suitable custom pet food packaging. | Comparison | comparison_table | packaging format comparisons | 1x of 10 | |
best custom pet treat packaging resealable zipper pouches RELATED | Google ↗ AI Mode ↗ | The searcher wants customizable resealable packaging for pet treats. | Comparison | buyers_guide | printed bags and pouches | 1x of 10 | |
best low minimum order custom pet food packaging for startup brands PERSONALIZED | Google ↗ AI Mode ↗ | Find packaging suppliers suited to a startup brand ordering small quantities. | Comparison | buyers_guide | pricing and minimum orders | 1x of 10 | |
food contact compliance documentation to request from pet food packaging suppliers IMPLICIT | Google ↗ AI Mode ↗ | Determine which safety and compliance documents to request before ordering packaging. | Instruction | checklist | safety compliance and materials | 1x of 10 | |
digital printing vs flexographic printing custom pet food packaging COMPARATIVE | Google ↗ AI Mode ↗ | Choose a printing method appropriate for the intended packaging order. | Comparison | comparison_table | printing methods and artwork | 1x of 10 | |
best resealable closures and tear notches for custom pet food bags RELATED | Google ↗ AI Mode ↗ | Choose opening and closure features that make pet food bags convenient to use. | Comparison | buyers_guide | printed bags and pouches | 1x of 10 | |
custom pet food packaging samples production lead times and reorder process IMPLICIT | Google ↗ AI Mode ↗ | Understand how to test packaging and plan initial orders and replenishment. | Reason | faq_page | safety compliance and materials | 1x of 10 | |
custom pet food packaging design examples resealable bags RELATED | Google ↗ AI Mode ↗ | See examples of branded pet food bags with resealable features. | Comparison | image_gallery | printed bags and pouches | 1x of 10 | |
custom pet food packaging design examples branding RELATED | Google ↗ AI Mode ↗ | Find visual inspiration for branded pet food packaging. | Other / navigational | image_gallery | supplier selection and options | 1x of 10 | |
how to choose custom pet food packaging supplier samples barrier testing IMPLICIT | Google ↗ AI Mode ↗ | The searcher wants a practical process for validating packaging and suppliers before placing an order. | Comparison | how_to_steps | safety compliance and materials | 1x of 10 | |
best custom pet food packaging for 10 kg and 20 kg kibble bags PERSONALIZED | Google ↗ AI Mode ↗ | Identify packaging suitable for a brand selling large bags of dry pet food. | Comparison | buyers_guide | printed bags and pouches | 1x of 10 | |
digital printing vs flexographic printing custom pet food bags short runs COMPARATIVE | Google ↗ AI Mode ↗ | Choose a printing method based on order volume, setup costs, and design needs. | Comparison | comparison_table | printing methods and artwork | 1x of 10 | |
custom pet treat packaging design examples RELATED | Google ↗ AI Mode ↗ | Explore visual examples of branded packaging for pet treats. | Comparison | image_gallery | supplier selection and options | 1x of 10 | |
how to choose a custom pet food packaging manufacturer samples lead times quality testing RELATED | Google ↗ AI Mode ↗ | Evaluate manufacturers before committing to a production order. | Comparison | checklist | safety compliance and materials | 1x of 10 | |
digital vs flexographic printing custom pet food packaging COMPARATIVE | Google ↗ AI Mode ↗ | Choose an appropriate printing method for custom pet food packaging. | Comparison | comparison_table | printing methods and artwork | 1x of 10 | |
digital printing vs gravure printing for custom pet food packaging small and large runs COMPARATIVE | Google ↗ AI Mode ↗ | Choose a printing method appropriate to order volume and design requirements. | Comparison | comparison_table | printing methods and artwork | 1x of 10 | |
custom pet food packaging samples production lead times artwork requirements IMPLICIT | Google ↗ AI Mode ↗ | Understand how to validate and prepare a custom packaging order before production. | Comparison | faq_page | safety compliance and materials | 1x of 10 | |
custom pet food packaging samples proofs and production lead times RELATED | Google ↗ AI Mode ↗ | The searcher wants to understand how to validate packaging and plan production before ordering. | Reason | faq_page | safety compliance and materials | 1x of 10 | |
custom pet food packaging design examples resealable bags branding RELATED | Google ↗ AI Mode ↗ | Explore visual inspiration for branded pet food packaging with convenient closures. | Other / navigational | image_gallery | printed bags and pouches | 1x of 10 | |
custom pet food packaging supplier sample testing lead time questions RELATED | Google ↗ AI Mode ↗ | Learn what to ask suppliers before approving samples and placing a production order. | Reason | checklist | safety compliance and materials | 1x of 10 | |
how to choose custom pet food bag size fill weight product density IMPLICIT | Google ↗ AI Mode ↗ | Select suitable bag dimensions for a pet food product and target fill weight. | Comparison | how_to_steps | supplier selection and options | 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 | 21,291 | 744157 thinking | 3 | $0.080 |
| gpt-6.1-sol | Simulated passes | 10 | 5,850 | 16,3931,627 thinking | — | $0.176 |
| gpt-6-luna | Naming clusters | 1 | 1,018 | 113 | — | $0.0002 |
| Total | 34 | 28,159 | 17,250 | 3 | $0.256 | |
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 | — | 3 | 20.3 | 21,291 / 744 · 3 searches | |
| gpt-6.1-sol | 1 | 14 | 14 | 31.6 | 585 / 1,618 | |
| gpt-6.1-sol | 2 | 13 | 13 | 26.7 | 585 / 1,476 | |
| gpt-6.1-sol | 3 | 14 | 14 | 31.9 | 585 / 1,631 | |
| gpt-6.1-sol | 4 | 13 | 13 | 28.9 | 585 / 1,588 | |
| gpt-6.1-sol | 5 | 13 | 13 | 34.0 | 585 / 1,674 | |
| gpt-6.1-sol | 6 | 14 | 14 | 35.0 | 585 / 1,667 | |
| gpt-6.1-sol | 7 | 14 | 14 | 36.5 | 585 / 1,725 | |
| gpt-6.1-sol | 8 | 14 | 14 | 32.5 | 585 / 1,742 | |
| gpt-6.1-sol | 9 | 14 | 14 | 33.8 | 585 / 1,690 | |
| gpt-6.1-sol | 10 | 14 | 14 | 28.7 | 585 / 1,582 |