What is the best way to print family photos straight from an iPhone to a compact photo printer like the Canon Selphy versus a standard inkjet?
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
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.
Classes come from the query-classifier (a local Laya model). 34 queries are still being classified.
What the models actually searched
Each model answered the query with its own web search. These are the searches it ran, matched to the closest simulated query.
- View printer · bestbuy.com
- View printer · bestbuy.com
- View printer · staples.com
- Canon Support for SELPHY CP1500 · usa.canon.com
- Shop Canon SELPHY CP1500 Wireless Compact Photo Printer · usa.canon.com
- Advanced User Guide · gdlp01.c-wss.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.
Queries
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
how to print photos from iphone to canon selphy REFORMULATION | Google ↗ AI Mode ↗ | The user wants step-by-step instructions on connecting an iPhone to a Canon Selphy printer. | — | how_to_steps | iphone setup and wireless printing | 2x of 3 | |
best photo paper for inkjet printers family pictures RELATED | Google ↗ AI Mode ↗ | The user wants recommendations on media types and brands to use when printing photos on a standard inkjet. | — | review_roundup | family photo printing tips and paper | 2x of 3 | |
how to print photos from iphone to canon selphy printer REFORMULATION | Google ↗ AI Mode ↗ | The user wants direct, step-by-step instructions on connecting an iPhone to a Canon Selphy compact printer to print family pictures. | — | how_to_steps | iphone setup and wireless printing | 1x of 3 | |
canon selphy vs standard inkjet photo quality and cost COMPARATIVE | Google ↗ AI Mode ↗ | The user wants a side-by-side comparison of print quality, longevity, and overall cost per print between dye-sub compact printers and inkjets. | — | comparison_table | canon selphy versus inkjet comparison | 1x of 3 | |
canon selphy vs inkjet photo printer print quality and cost COMPARATIVE | Google ↗ AI Mode ↗ | The user wants a direct comparison of print quality, running costs, and convenience between a dye-sublimation compact printer and a regular inkjet. | — | comparison_table | canon selphy versus inkjet comparison | 1x of 3 | |
canon selphy vs standard inkjet photo print quality COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to compare the visual quality of prints from a dye-sublimation compact printer versus a traditional inkjet printer. | — | comparison_table | canon selphy versus inkjet comparison | 1x of 3 | |
best compact photo printers for iphone 2026 ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user is looking for alternative compact photo printers on the market that easily pair with iOS devices beyond just the Canon Selphy. | — | buyers_guide | best compact photo printers | 1x of 3 | |
best compact photo printers for iphone 2024 ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user is looking for alternative compact photo printer models compatible with iOS devices. | — | buyers_guide | best compact photo printers | 1x of 3 | |
best compact photo printer for iphone 2026 ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to discover alternative compact photo printers on the market that work well with iOS devices. | — | buyers_guide | best compact photo printers | 1x of 3 | |
do standard inkjets print better quality than canon selphy RELATED | Google ↗ AI Mode ↗ | The user wants to know if traditional inkjet printers yield noticeably superior resolution or color depth compared to dedicated compact printers. | — | web_article | canon selphy versus inkjet comparison | 1x of 3 | |
dye sublimation vs inkjet photo print longevity RELATED | Google ↗ AI Mode ↗ | The user wants to know how long printed photos last when made with dye-sublimation versus inkjet technology. | — | web_article | dye sublimation versus inkjet technology | 1x of 3 | |
canon selphy printing app for ios RELATED | Google ↗ AI Mode ↗ | The user wants to find the official mobile application required to send photos from an iPhone to a Canon printer. | — | web_article | iphone setup and wireless printing | 1x of 3 | |
canon selphy app airprint setup iphone IMPLICIT | Google ↗ AI Mode ↗ | The user needs to know what software or application (like Canon PRINT or AirPrint) is required to bridge an iPhone and a compact photo printer. | — | faq_page | iphone setup and wireless printing | 1x of 3 | |
why won't my iphone connect to my wireless printer IMPLICIT | Google ↗ AI Mode ↗ | The user anticipates or is experiencing troubleshooting issues related to AirPrint or direct Wi-Fi photo printing from an iPhone. | — | faq_page | iphone setup and wireless printing | 1x of 3 | |
dye sublimation vs inkjet photo printing cost per print IMPLICIT | Google ↗ AI Mode ↗ | The user wants to know the long-term running costs of ink and paper for both compact dye-sub printers and standard inkjet printers. | — | calculator/tool | dye sublimation versus inkjet technology | 1x of 3 | |
printing family photos at home best printer type PERSONALIZED | Google ↗ AI Mode ↗ | The user wants general advice on which printer architecture best serves the specific use case of printing family memories at home. | — | review_roundup | family photo printing tips and paper | 1x of 3 | |
printing family photo albums best practices for beginners PERSONALIZED | Google ↗ AI Mode ↗ | The user wants general advice tailored to family photo curation and preservation strategies. | — | checklist | family photo printing tips and paper | 1x of 3 | |
tips for printing better family photos from phone PERSONALIZED | Google ↗ AI Mode ↗ | The user wants general photography and editing tips to ensure mobile snapshots look great when physically printed. | — | checklist | family photo printing tips and paper | 1x of 3 | |
canon selphy cp1500 specs and paper size ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants exact specifications, dimensions, and supported paper formats for a popular modern compact photo printer model. | — | product_spec_sheet | canon selphy specifications and usage | 1x of 3 | |
canon selphycp1500 specifications and paper sizes ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants technical details about a leading compact photo printer model. | — | product_spec_sheet | canon selphy specifications and usage | 1x of 3 | |
canon selphy cp1500 specs ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to see the technical specifications of a popular modern compact photo printer model. | — | product_spec_sheet | canon selphy specifications and usage | 1x of 3 | |
cost per print canon selphy vs inkjet COMPARATIVE | Google ↗ AI Mode ↗ | The user wants a financial breakdown comparing the ink and paper bundle costs of a compact dye-sub printer versus cartridge-based inkjets. | — | calculator/tool | canon selphy versus inkjet comparison | 1x of 3 | |
canon selphy running cost per print vs inkjet cartridges COMPARATIVE | Google ↗ AI Mode ↗ | The user wants a financial breakdown of ink and paper replacement costs between the two printer types. | — | calculator/tool | canon selphy versus inkjet comparison | 1x of 3 | |
how do dye sublimation compact photo printers work RELATED | Google ↗ AI Mode ↗ | The user wants to understand the underlying technology used by compact photo printers like the Canon Selphy. | — | glossary/definition | dye sublimation versus inkjet technology | 1x of 3 | |
how to connect canon selphy to wi-fi for iphone printing REFORMULATION | Google ↗ AI Mode ↗ | The user is looking for wireless network configuration steps to link their Canon printer to a home network for mobile printing. | — | how_to_steps | iphone setup and wireless printing | 1x of 3 | |
how to use airprint for photo printing from ios REFORMULATION | Google ↗ AI Mode ↗ | The user wants to understand the native iOS printing protocol used for standard inkjets. | — | how_to_steps | iphone setup and wireless printing | 1x of 3 | |
canon selphy vs inkjet maintenance and clogging COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to compare how well both printer types handle infrequent printing without drying out or clogging ink nozzles. | — | faq_page | canon selphy versus inkjet comparison | 1x of 3 | |
can you print borderless photos from iphone to inkjet printer REFORMULATION | Google ↗ AI Mode ↗ | The user wants to know if standard inkjet printers support direct mobile borderless photo printing. | — | forum/qna | iphone setup and wireless printing | 1x of 3 | |
why do compact photo printer photos last longer than inkjet RELATED | Google ↗ AI Mode ↗ | The user wants to understand the protective overcoat technology used in dye-sublimation printers compared to liquid ink fading. | — | glossary/definition | dye sublimation versus inkjet technology | 1x of 3 | |
canon selphy paper loading instructions IMPLICIT | Google ↗ AI Mode ↗ | The user needs physical handling tips, such as shiny-side orientation, to prevent paper jams in a portable photo printer. | — | checklist | canon selphy specifications and usage | 1x of 3 | |
what is dye sublimation printing technology REFORMULATION | Google ↗ AI Mode ↗ | The user wants a simple definition of how compact photo printers like the Canon Selphy create images. | — | glossary/definition | dye sublimation versus inkjet technology | 1x of 3 | |
airprint compatible photo printers list IMPLICIT | Google ↗ AI Mode ↗ | The user wants to find printers that natively support Apple's AirPrint protocol for driverless iPhone printing. | — | dataset | family photo printing tips and paper | 1x of 3 | |
canon selphy vs hp sprocket mobile printer comparison COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to evaluate how a dedicated desktop compact photo printer compares to pocket-sized zero-ink alternatives. | — | comparison_table | canon selphy versus inkjet comparison | 1x of 3 | |
compact photo printer vs inkjet reddit recommendations RELATED | Google ↗ AI Mode ↗ | The user wants real-world opinions and user experiences regarding compact printers versus home inkjets. | — | forum/qna | best compact photo printers | 1x of 3 |
Passes
Does another pass still surface new queries? A flattening curve means the fan-out has stabilised.
| Model | Pass | Target | Generated | Seconds | Tokens (in / out) | Notes |
|---|---|---|---|---|---|---|
| gemini-3.5-flash-lite | 1 | 12 | 12 | — | 929 / 1,498 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 929 / 1,600 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 929 / 1,464 |