best Custom-Printed Flat Bottom Bags
Geminigemini-4-argonOpenAIgpt-6.1-sol10 passes + 1 real-search102 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
99
2 in ≥ half the passes · stability 13%
OpenAI real searches predicted
100%
3 of 3 matched the simulation
Cost of this run
$0.252
44,919 tokens · 3 web searches · on your keys
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
best Custom-Printed Flat Bottom Bags
99 unique queries · 10 passes
suppliers and specialty bags
3 queries · 16 hits
printing and material options
5 queries · 14 hits
digital printing vs rotogravure for custom flat bottom bags4xGoogle ↗
COMPARATIVEComparison
custom printed flat bottom bags vs stand up pouches3xGoogle ↗
COMPARATIVEComparison
recyclable vs compostable custom printed flat bottom bags3xGoogle ↗
COMPARATIVEComparison
digital printing vs rotogravure custom flat bottom bags2xGoogle ↗
COMPARATIVEComparison
recyclable custom printed flat bottom bags material options2xGoogle ↗
RELATEDComparison
pricing and supplier comparisons
4 queries · 9 hits
custom printed flat bottom bags price per bag setup fees3xGoogle ↗
IMPLICITComparison
custom printed flat bottom bag suppliers comparison minimum order lead time2xGoogle ↗
COMPARATIVEComparison
best low minimum order custom printed flat bottom bags for small businesses2xGoogle ↗
PERSONALIZEDComparison
custom printed flat bottom bags low minimum order2xGoogle ↗
IMPLICITYes / no
bag sizing and capacity
2 queries · 4 hits
bag type terminology
2 queries · 4 hits
food safety and barrier specs
1 query · 2 hits
custom printed flat bottom bags food contact safety certifications2xGoogle ↗
IMPLICITOther / navigational
artwork and dieline setup
1 query · 2 hits
custom printed flat bottom bag artwork requirements dieline bleed color2xGoogle ↗
RELATEDInstruction
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 (99)OpenAI real searches (3)
Classes come from the query-classifier (a local Laya model). 74 of 102 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-sol100% predicted
custom printed flat bottom bags low minimum order digitally printed flat bottom bags US Google ↗
Roastar flat bottom bags custom printed minimum Google ↗
ePac flat bottom bags custom printed Google ↗
- roastar.com · roastar.com
- roastar.com · roastar.com
- packluma.com · packluma.com
- roastar.com · roastar.com
- yltpack.com · yltpack.com
- packfino.com · packfino.com
- roastar.com · roastar.com
- roastar.com · roastar.com
- bagbarn.com · bagbarn.com
- tricorbraunflex.com · tricorbraunflex.com
- roastar.com · roastar.com
- roastar.com · roastar.com
- roastar.com · roastar.com
- roastar.com · roastar.com
- device.report · device.report
- a-us.storyblok.com · a-us.storyblok.com
- jayscompany.com · jayscompany.com
- tricorbraunflex.com · tricorbraunflex.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
- 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
- Design Your Own Personalized Flat Bottom Bags for Product Packaging (Customized Flat Bottom Bags, Customizable Flat Bottom Bags) · roastar.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
99 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best custom printed flat bottom bag suppliers REFORMULATION | Google ↗ AI Mode ↗ | Find leading suppliers of custom-printed flat bottom bags. | Comparison | review_roundup | suppliers and specialty bags | 9x of 10 | |
best custom printed flat bottom coffee bags with degassing valve and zipper PERSONALIZED | Google ↗ AI Mode ↗ | Find custom coffee packaging with a degassing valve and resealable closure. | Comparison | buyers_guide | suppliers and specialty bags | 5x of 10 | |
digital printing vs rotogravure for custom flat bottom bags COMPARATIVE | Google ↗ AI Mode ↗ | Choose a printing method based on order size, appearance, and cost. | Comparison | comparison_table | printing and material options | 4x of 10 | |
custom printed flat bottom bags vs stand up pouches COMPARATIVE | Google ↗ AI Mode ↗ | Determine whether flat bottom bags are preferable to conventional stand-up pouches. | Comparison | comparison_table | printing and material options | 3x of 10 | |
custom printed flat bottom bags price per bag setup fees IMPLICIT | Google ↗ AI Mode ↗ | Understand unit prices and additional printing setup costs. | Comparison | pricing_page | pricing and supplier comparisons | 3x of 10 | |
recyclable vs compostable custom printed flat bottom bags COMPARATIVE | Google ↗ AI Mode ↗ | Compare sustainable material options and their disposal requirements. | Comparison | comparison_table | printing and material options | 3x of 10 | |
how to choose custom printed flat bottom bags REFORMULATION | Google ↗ AI Mode ↗ | Understand which features distinguish the best custom-printed flat bottom bags. | Comparison | buyers_guide | bag sizing and capacity | 2x of 10 | |
custom printed box bottom pouches block bottom bags manufacturers ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find manufacturers using alternative names for flat bottom packaging. | Other / navigational | buyers_guide | bag type terminology | 2x of 10 | |
custom printed flat bottom bag suppliers comparison minimum order lead time COMPARATIVE | Google ↗ AI Mode ↗ | Compare suppliers by minimum order quantity and production lead time. | Comparison | comparison_table | pricing and supplier comparisons | 2x of 10 | |
best low minimum order custom printed flat bottom bags for small businesses PERSONALIZED | Google ↗ AI Mode ↗ | The searcher wants packaging suppliers suitable for a small business ordering limited quantities. | Comparison | buyers_guide | pricing and supplier comparisons | 2x of 10 | |
custom printed flat bottom bags low minimum order IMPLICIT | Google ↗ AI Mode ↗ | Find suppliers that accept small custom-print orders. | Yes / no | buyers_guide | pricing and supplier comparisons | 2x of 10 | |
digital printing vs rotogravure custom flat bottom bags COMPARATIVE | Google ↗ AI Mode ↗ | The searcher wants to choose a printing method based on order size, cost, and print quality. | Comparison | comparison_table | printing and material options | 2x of 10 | |
best custom printed flat bottom coffee bags with valve and zipper RELATED | Google ↗ AI Mode ↗ | Find custom coffee packaging with a degassing valve and resealable closure. | Comparison | buyers_guide | suppliers and specialty bags | 2x of 10 | |
custom printed flat bottom bags food contact safety certifications IMPLICIT | Google ↗ AI Mode ↗ | Check which safety documentation to request for food-contact packaging. | Other / navigational | checklist | food safety and barrier specs | 2x of 10 | |
recyclable custom printed flat bottom bags material options RELATED | Google ↗ AI Mode ↗ | Find recyclable material options for custom-printed flat bottom packaging. | Comparison | buyers_guide | printing and material options | 2x of 10 | |
custom printed box pouches block bottom bags flat bottom packaging ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find relevant products listed under alternative names for flat bottom packaging. | Yes / no | buyers_guide | bag type terminology | 2x of 10 | |
how to choose custom flat bottom bag dimensions and capacity RELATED | Google ↗ AI Mode ↗ | Select bag dimensions that fit the product and intended fill quantity. | Instruction | how_to_steps | bag sizing and capacity | 2x of 10 | |
custom printed flat bottom bag artwork requirements dieline bleed color RELATED | Google ↗ AI Mode ↗ | Learn how to prepare print-ready artwork for flat bottom bags. | Instruction | how_to_steps | artwork and dieline setup | 2x of 10 | |
best custom printed flat bottom bag manufacturers REFORMULATION | Google ↗ AI Mode ↗ | Find reputable manufacturers of custom-printed flat bottom bags. | Comparison | buyers_guide | suppliers and specialty bags | 1x of 10 | |
custom printed box pouches block bottom bags packaging suppliers ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find suppliers using alternative names for flat bottom packaging. | Other / navigational | buyers_guide | bag type terminology | 1x of 10 | |
custom printed flat bottom bags supplier reviews print quality reliability RELATED | Google ↗ AI Mode ↗ | Evaluate suppliers based on print quality and order reliability. | Comparison | review_roundup | samples and production timelines | 1x of 10 | |
custom printed flat bottom bag suppliers comparison quality price minimum order COMPARATIVE | Google ↗ AI Mode ↗ | Compare suppliers by print quality, cost, and minimum order requirements. | Comparison | comparison_table | pricing and supplier comparisons | 1x of 10 | |
custom printed flat bottom bag manufacturers comparison minimum order price quality COMPARATIVE | Google ↗ AI Mode ↗ | The searcher wants to compare manufacturers on practical purchasing criteria. | Comparison | comparison_table | pricing and supplier comparisons | 1x of 10 | |
custom printed box pouches block bottom bags manufacturers ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find manufacturers using alternative names for flat bottom packaging. | Comparison | buyers_guide | bag type terminology | 1x of 10 | |
custom printed flat bottom bag suppliers comparison minimum order lead time print quality COMPARATIVE | Google ↗ AI Mode ↗ | Compare suppliers on minimum order quantities, production times, and printing quality. | Comparison | comparison_table | pricing and supplier comparisons | 1x of 10 | |
custom printed flat bottom bags supplier comparison quality minimum order turnaround COMPARATIVE | Google ↗ AI Mode ↗ | The searcher wants to compare suppliers on quality, minimum order quantities, and production speed. | Comparison | comparison_table | pricing and supplier comparisons | 1x of 10 | |
custom printed flat bottom bags price per bag order quantity printing fees IMPLICIT | Google ↗ AI Mode ↗ | Estimate total purchasing costs at different order quantities. | Comparison | pricing_page | pricing and supplier comparisons | 1x of 10 | |
custom printed flat bottom bag suppliers comparison quality minimum order turnaround COMPARATIVE | Google ↗ AI Mode ↗ | Compare suppliers by quality, minimum order quantity, and production speed. | Comparison | comparison_table | pricing and supplier comparisons | 1x of 10 | |
custom printed flat bottom bag suppliers comparison minimum order price lead time COMPARATIVE | Google ↗ AI Mode ↗ | Compare suppliers by minimum order quantity, cost, and production time. | Comparison | comparison_table | pricing and supplier comparisons | 1x of 10 | |
custom printed box bottom pouches eight side seal bags ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find flat bottom packaging sold under alternative product names. | Other / navigational | product_spec_sheet | bag type terminology | 1x of 10 | |
custom printed box pouches block bottom bags ENTITY EXPANSION | Google ↗ AI Mode ↗ | The searcher wants to find products sold under alternative names for flat bottom bags. | Other / navigational | buyers_guide | bag type terminology | 1x of 10 | |
custom printed box pouches block bottom bags suppliers ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find suppliers using alternative names for flat bottom packaging. | Comparison | buyers_guide | bag type terminology | 1x of 10 | |
custom printed flat bottom bags price per bag small orders IMPLICIT | Google ↗ AI Mode ↗ | Estimate the cost of ordering custom-printed flat bottom bags in smaller quantities. | Other / navigational | pricing_page | pricing and supplier comparisons | 1x of 10 | |
best custom printed flat bottom bags for small businesses low minimum order PERSONALIZED | Google ↗ AI Mode ↗ | Find low-minimum-order packaging options suitable for a small business. | Comparison | buyers_guide | pricing and supplier comparisons | 1x of 10 | |
custom printed flat bottom bags cost per bag setup fees IMPLICIT | Google ↗ AI Mode ↗ | Estimate the total cost of ordering custom-printed flat bottom bags. | Comparison | pricing_page | pricing and supplier comparisons | 1x of 10 | |
custom printed flat bottom bags cost per bag quantity price breaks IMPLICIT | Google ↗ AI Mode ↗ | The searcher wants to understand unit costs and how order volume affects pricing. | Comparison | pricing_page | pricing and supplier comparisons | 1x of 10 | |
custom printed flat bottom bags low minimum order pricing IMPLICIT | Google ↗ AI Mode ↗ | The searcher wants to understand affordable order quantities and associated costs. | Comparison | pricing_page | pricing and supplier comparisons | 1x of 10 | |
best low minimum custom printed flat bottom bags for small businesses PERSONALIZED | Google ↗ AI Mode ↗ | Find flat bottom bag options suited to a small business ordering limited quantities. | Comparison | buyers_guide | suppliers and specialty bags | 1x of 10 | |
best low minimum order custom printed flat bottom bags for small business PERSONALIZED | Google ↗ AI Mode ↗ | Find suitable custom packaging for a small business that cannot order large quantities. | Comparison | buyers_guide | pricing and supplier comparisons | 1x of 10 | |
best custom printed flat bottom coffee bags for a small coffee roaster PERSONALIZED | Google ↗ AI Mode ↗ | Find packaging suited to a small coffee business needing branded flat bottom bags. | Comparison | buyers_guide | suppliers and specialty bags | 1x of 10 | |
custom printed flat bottom bags price per bag setup fees bulk discounts IMPLICIT | Google ↗ AI Mode ↗ | Estimate total purchasing costs across different order quantities. | Comparison | pricing_page | pricing and supplier comparisons | 1x of 10 | |
custom printed flat bottom coffee bags with degassing valve and zipper RELATED | Google ↗ AI Mode ↗ | Find flat bottom coffee packaging with freshness and resealing features. | Instruction | product_spec_sheet | suppliers and specialty bags | 1x of 10 | |
digital vs rotogravure printing for custom flat bottom bags COMPARATIVE | Google ↗ AI Mode ↗ | Choose a printing method that fits the required quantity and design. | Comparison | comparison_table | printing and material options | 1x of 10 | |
food grade custom printed flat bottom bags moisture oxygen barrier RELATED | Google ↗ AI Mode ↗ | Identify food-safe flat bottom bags with suitable moisture and oxygen protection. | Comparison | product_spec_sheet | food safety and barrier specs | 1x of 10 | |
custom printed flat bottom bags oxygen moisture barrier material specifications RELATED | Google ↗ AI Mode ↗ | The searcher wants technical information about materials that protect packaged products. | Comparison | product_spec_sheet | food safety and barrier specs | 1x of 10 | |
custom printed flat bottom bags price per bag by order quantity IMPLICIT | Google ↗ AI Mode ↗ | Understand how order volume affects the cost of custom-printed flat bottom bags. | Comparison | pricing_page | pricing and supplier comparisons | 1x of 10 | |
custom printed flat bottom food bags food contact compliance oxygen moisture barrier specifications IMPLICIT | Google ↗ AI Mode ↗ | Check whether bag materials meet food-contact requirements and protect the intended contents. | Other / navigational | product_spec_sheet | food safety and barrier specs | 1x of 10 | |
custom printed flat bottom bags low minimum order quantity IMPLICIT | Google ↗ AI Mode ↗ | Find custom-print options that do not require large purchase commitments. | Other / navigational | pricing_page | pricing and supplier comparisons | 1x of 10 | |
food safe custom printed flat bottom bags oxygen moisture barrier specifications RELATED | Google ↗ AI Mode ↗ | Check whether packaging materials and barrier performance meet food-storage requirements. | Comparison | product_spec_sheet | food safety and barrier specs | 1x of 10 | |
flat bottom bag materials oxygen moisture barrier specifications RELATED | Google ↗ AI Mode ↗ | Evaluate packaging materials for product freshness and protection. | Comparison | product_spec_sheet | food safety and barrier specs | 1x of 10 | |
custom printed flat bottom bags food contact compliance documentation IMPLICIT | Google ↗ AI Mode ↗ | The searcher wants to verify that packaging materials are suitable for food contact. | Other / navigational | checklist | food safety and barrier specs | 1x of 10 | |
custom printed flat bottom bags material thickness oxygen moisture barrier specifications IMPLICIT | Google ↗ AI Mode ↗ | Identify material and barrier specifications needed to protect the packaged product. | Comparison | product_spec_sheet | food safety and barrier specs | 1x of 10 | |
custom printed flat bottom bags food contact compliance testing IMPLICIT | Google ↗ AI Mode ↗ | The searcher wants evidence that the packaging is suitable for direct food contact. | Other / navigational | faq_page | food safety and barrier specs | 1x of 10 | |
recyclable custom printed flat bottom bags material options recycling requirements RELATED | Google ↗ AI Mode ↗ | Find recyclable packaging options and understand the conditions needed to recycle them. | Comparison | web_article | printing and material options | 1x of 10 | |
recyclable mono material custom printed flat bottom bags RELATED | Google ↗ AI Mode ↗ | Explore recyclable material options for custom flat bottom packaging. | Other / navigational | web_article | printing and material options | 1x of 10 | |
custom printed flat bottom food bags food contact compliance oxygen moisture barrier IMPLICIT | Google ↗ AI Mode ↗ | Check whether packaging materials meet food-contact and product-protection requirements. | Other / navigational | product_spec_sheet | food safety and barrier specs | 1x of 10 | |
best recyclable custom printed flat bottom bags RELATED | Google ↗ AI Mode ↗ | Find custom-printed flat bottom bags with documented recyclability. | Comparison | buyers_guide | suppliers and specialty bags | 1x of 10 | |
recyclable vs multilayer custom printed flat bottom bags barrier performance COMPARATIVE | Google ↗ AI Mode ↗ | The searcher wants to compare recyclable packaging options with conventional multilayer barrier bags. | Comparison | comparison_table | printing and material options | 1x of 10 | |
best custom printed flat bottom bags for small business multiple designs PERSONALIZED | Google ↗ AI Mode ↗ | Find packaging options suitable for a small business ordering several product designs. | Comparison | buyers_guide | suppliers and specialty bags | 1x of 10 | |
custom printed flat bottom bag sizes dimensions fill capacity RELATED | Google ↗ AI Mode ↗ | The searcher wants to select bag dimensions that suit the product and intended fill amount. | Comparison | product_spec_sheet | bag sizing and capacity | 1x of 10 | |
custom printed flat bottom bags oxygen moisture barrier OTR WVTR specifications IMPLICIT | Google ↗ AI Mode ↗ | Evaluate barrier performance for protecting product freshness and shelf life. | Instruction | product_spec_sheet | food safety and barrier specs | 1x of 10 | |
digital printing vs rotogravure for custom flat bottom bags cost print quality order quantity COMPARATIVE | Google ↗ AI Mode ↗ | Choose a printing method based on order size, cost, and visual quality. | Comparison | comparison_table | printing and material options | 1x of 10 | |
custom flat bottom bag artwork requirements dieline bleed color proof IMPLICIT | Google ↗ AI Mode ↗ | Learn how to prepare print-ready artwork and approve the design before production. | Instruction | checklist | artwork and dieline setup | 1x of 10 | |
custom flat bottom bag artwork requirements dieline bleed safe area RELATED | Google ↗ AI Mode ↗ | Learn how to prepare print-ready artwork for flat bottom bags. | Other / navigational | how_to_steps | artwork and dieline setup | 1x of 10 | |
digital vs flexographic vs rotogravure printing for flat bottom bags COMPARATIVE | Google ↗ AI Mode ↗ | Choose a printing method based on order size, artwork requirements, and cost. | Comparison | comparison_table | printing and material options | 1x of 10 | |
custom flat bottom pouch artwork requirements dieline bleed color proof IMPLICIT | Google ↗ AI Mode ↗ | Learn how to prepare print-ready artwork and approve the design before production. | Instruction | checklist | artwork and dieline setup | 1x of 10 | |
custom flat bottom bag artwork requirements dieline bleed print areas RELATED | Google ↗ AI Mode ↗ | The searcher wants to know how to prepare artwork for custom printing. | Instruction | how_to_steps | artwork and dieline setup | 1x of 10 | |
flat bottom bags vs stand up pouches for custom printed packaging COMPARATIVE | Google ↗ AI Mode ↗ | Determine whether flat bottom bags are preferable to conventional stand-up pouches. | Comparison | comparison_table | printing and material options | 1x of 10 | |
recyclable custom printed flat bottom bags high barrier materials RELATED | Google ↗ AI Mode ↗ | Find recyclable flat bottom bag options that also provide suitable product protection. | Comparison | product_spec_sheet | printing and material options | 1x of 10 | |
custom printed box bottom pouches block bottom bags ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find suppliers that describe flat bottom packaging using alternative product names. | Other / navigational | buyers_guide | bag type terminology | 1x of 10 | |
custom printed flat bottom bag sample quality inspection checklist RELATED | Google ↗ AI Mode ↗ | Evaluate bag samples for print quality, seals, closures, and stability before placing an order. | Instruction | checklist | samples and production timelines | 1x of 10 | |
custom flat bottom bag artwork requirements dieline bleed color RELATED | Google ↗ AI Mode ↗ | Learn what artwork files and print specifications are needed to place an order. | Instruction | checklist | artwork and dieline setup | 1x of 10 | |
custom printed flat bottom bags production lead time sample approval IMPLICIT | Google ↗ AI Mode ↗ | Understand sampling, approval, and production timelines before ordering. | Other / navigational | faq_page | samples and production timelines | 1x of 10 | |
custom printed flat bottom bags for pet food puncture resistance seal strength RELATED | Google ↗ AI Mode ↗ | The searcher wants durable flat bottom packaging suitable for pet food. | Comparison | product_spec_sheet | food safety and barrier specs | 1x of 10 | |
custom printed flat bottom bag samples print proofs before bulk order IMPLICIT | Google ↗ AI Mode ↗ | The searcher wants to verify materials and print quality before committing to bulk production. | Other / navigational | faq_page | samples and production timelines | 1x of 10 | |
custom printed flat bottom food bags food contact compliance documentation IMPLICIT | Google ↗ AI Mode ↗ | Determine what documentation to request for bags intended to contact food. | Instruction | checklist | food safety and barrier specs | 1x of 10 | |
custom printed flat bottom bag sizes dimensions fill capacity guide RELATED | Google ↗ AI Mode ↗ | Select bag dimensions that accommodate the intended product and fill quantity. | Other / navigational | buyers_guide | bag sizing and capacity | 1x of 10 | |
digital vs gravure printing for custom flat bottom bags RELATED | Google ↗ AI Mode ↗ | Choose a printing method based on order size, artwork requirements, and budget. | Comparison | comparison_table | printing and material options | 1x of 10 | |
how to prepare artwork for custom printed flat bottom bags dieline RELATED | Google ↗ AI Mode ↗ | The searcher wants to understand the design files and artwork preparation needed to place an order. | Instruction | how_to_steps | artwork and dieline setup | 1x of 10 | |
food safe custom printed flat bottom bags food contact compliance documentation IMPLICIT | Google ↗ AI Mode ↗ | Check what documentation demonstrates suitability for direct food contact. | Instruction | faq_page | food safety and barrier specs | 1x of 10 | |
flat bottom bags vs stand up pouches vs side gusset bags for custom packaging COMPARATIVE | Google ↗ AI Mode ↗ | Confirm whether flat bottom bags are the best packaging style for the intended product. | Comparison | comparison_table | printing and material options | 1x of 10 | |
custom printed flat bottom bags production lead time shipping IMPLICIT | Google ↗ AI Mode ↗ | The searcher wants to understand the expected timeline from artwork approval to delivery. | Other / navigational | faq_page | samples and production timelines | 1x of 10 | |
custom printed flat bottom bags production lead time samples proof approval IMPLICIT | Google ↗ AI Mode ↗ | Understand sampling, approval, and production timelines before placing an order. | Yes / no | faq_page | samples and production timelines | 1x of 10 | |
how to choose flat bottom bag size dimensions fill weight RELATED | Google ↗ AI Mode ↗ | Choose bag dimensions that fit the intended product and fill quantity. | Instruction | how_to_steps | bag sizing and capacity | 1x of 10 | |
custom flat bottom bag artwork dieline bleed print file requirements IMPLICIT | Google ↗ AI Mode ↗ | Learn how to prepare artwork for a custom flat bottom bag order. | Instruction | checklist | artwork and dieline setup | 1x of 10 | |
custom printed flat bottom bags sample orders proof approval production lead time IMPLICIT | Google ↗ AI Mode ↗ | Understand how to evaluate samples and plan the ordering timeline. | Short fact | faq_page | samples and production timelines | 1x of 10 | |
best custom printed flat bottom bags for a small business on a tight budget PERSONALIZED | Google ↗ AI Mode ↗ | Find packaging options suited to a budget-constrained small business. | Comparison | buyers_guide | suppliers and specialty bags | 1x of 10 | |
custom printed flat bottom bag artwork requirements dieline print proof RELATED | Google ↗ AI Mode ↗ | Prepare artwork correctly and understand the proofing process before production. | Other / navigational | checklist | artwork and dieline setup | 1x of 10 | |
best custom printed flat bottom coffee bags with valve and zipper for small roasters PERSONALIZED | Google ↗ AI Mode ↗ | Find custom coffee packaging suited to a small roaster's freshness and order-volume needs. | Comparison | buyers_guide | suppliers and specialty bags | 1x of 10 | |
custom printed flat bottom bag samples proofs quality checklist IMPLICIT | Google ↗ AI Mode ↗ | Determine how to assess samples and approve print quality before a bulk order. | Other / navigational | checklist | samples and production timelines | 1x of 10 | |
how to choose custom flat bottom bag size dimensions fill capacity RELATED | Google ↗ AI Mode ↗ | Select bag dimensions and capacity appropriate for the product being packaged. | Instruction | how_to_steps | bag sizing and capacity | 1x of 10 | |
custom printed flat bottom bags sample approval production lead time IMPLICIT | Google ↗ AI Mode ↗ | The searcher wants to understand sampling, proof approval, and expected production timelines. | Other / navigational | faq_page | samples and production timelines | 1x of 10 | |
custom printed flat bottom bag sample quality checklist before bulk order IMPLICIT | Google ↗ AI Mode ↗ | Evaluate samples before committing to a bulk packaging purchase. | Comparison | checklist | samples and production timelines | 1x of 10 | |
best custom printed flat bottom bags for a small business first packaging order PERSONALIZED | Google ↗ AI Mode ↗ | The searcher wants beginner-friendly packaging options suited to a small business placing its first order. | Comparison | buyers_guide | suppliers and specialty bags | 1x of 10 | |
custom printed flat bottom bag supplier reviews print quality seal durability RELATED | Google ↗ AI Mode ↗ | Find evidence of suppliers' print consistency and bag construction quality. | Comparison | review_roundup | samples and production timelines | 1x of 10 | |
best custom printed flat bottom bags for small businesses launching multiple products PERSONALIZED | Google ↗ AI Mode ↗ | Find packaging options suited to a small business introducing several product variants. | Comparison | buyers_guide | suppliers and specialty bags | 1x of 10 | |
custom printed flat bottom bag suppliers samples production lead time IMPLICIT | Google ↗ AI Mode ↗ | Check how suppliers handle samples and how long custom production takes. | Other / navigational | faq_page | samples and production timelines | 1x of 10 | |
best custom printed flat bottom bags for pet treat brands PERSONALIZED | Google ↗ AI Mode ↗ | Find packaging options suited to a pet treat brand's product and merchandising needs. | Comparison | buyers_guide | suppliers and specialty bags | 1x of 10 | |
custom printed flat bottom bags buying checklist seals zippers barrier print quality RELATED | Google ↗ AI Mode ↗ | The searcher wants a checklist for evaluating bag quality before choosing a supplier. | Comparison | checklist | samples and production timelines | 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 | 21,185 | 783187 thinking | 3 | $0.080 |
| gpt-6.1-sol | Simulated passes | 10 | 5,890 | 15,9811,896 thinking | — | $0.172 |
| gpt-6-luna | Naming clusters | 1 | 968 | 112 | — | $0.0002 |
| Total | 34 | 28,043 | 16,876 | 3 | $0.252 | |
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 | 20.1 | 21,185 / 783 · 3 searches | |
| gpt-6.1-sol | 1 | 14 | 14 | 26.0 | 589 / 1,567 | |
| gpt-6.1-sol | 2 | 13 | 13 | 28.5 | 589 / 1,631 | |
| gpt-6.1-sol | 3 | 13 | 13 | 27.1 | 589 / 1,603 | |
| gpt-6.1-sol | 4 | 13 | 13 | 26.8 | 589 / 1,570 | |
| gpt-6.1-sol | 5 | 12 | 12 | 27.0 | 589 / 1,478 | |
| gpt-6.1-sol | 6 | 14 | 14 | 27.1 | 589 / 1,653 | |
| gpt-6.1-sol | 7 | 14 | 14 | 35.0 | 589 / 1,774 | |
| gpt-6.1-sol | 8 | 14 | 14 | 30.2 | 589 / 1,667 | |
| gpt-6.1-sol | 9 | 12 | 12 | 26.6 | 589 / 1,484 | |
| gpt-6.1-sol | 10 | 13 | 13 | 28.6 | 589 / 1,554 |