Real ChatGPT answer + Gemini simulation · index seed6cCbaz5r0MEcompleteAI OverviewConsumer electronics · TVsinformational
Are there any cheap outdoor weatherproof TVs that actually survive winter snow without costing a fortune?
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search37 queries10/30/2026
Download run
Gemini unique queries
36
0 in ≥ half the passes · stability 33%
ChatGPT real searches predicted
100%
1 of 1 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
Are there any cheap outdoor weatherproof TVs that actually survive winter snow without costing a fortune?
36 unique queries · 3 passes
budget outdoor tv models and brand comp…
10 queries · 10 hits
budget outdoor tv options under 500 dollars1xGoogle ↗
REFORMULATION
best outdoor tv under 500 dollars1xGoogle ↗
ENTITY EXPANSION
cheap full sun outdoor tv models1xGoogle ↗
RELATED
sunbrite vs furrion vs cheap outdoor tv winter performance1xGoogle ↗
COMPARATIVE
full sun vs partial sun outdoor tv budget options1xGoogle ↗
RELATED
sunbrite vs furuno vs cheap outdoor tv durability1xGoogle ↗
COMPARATIVE
samsung terrace vs cheap outdoor tv enclosure1xGoogle ↗
COMPARATIVE
seura vs sunbrite vs cheap alternatives1xGoogle ↗
COMPARATIVE
inland outdoor tv vs weatherproof tv cost comparison1xGoogle ↗
COMPARATIVE
element electronics outdoor tv reviews1xGoogle ↗
ENTITY EXPANSION
affordable outdoor tv enclosures and ca…
5 queries · 5 hits
best affordable weather resistant televisions1xGoogle ↗
REFORMULATION
weatherproof tv enclosure cabinet for regular tv1xGoogle ↗
ENTITY EXPANSION
best budget outdoor tv waterproof enclosure kits1xGoogle ↗
ENTITY EXPANSION
stormpro tv enclosure price1xGoogle ↗
ENTITY EXPANSION
affordable waterproof smart tv for patio1xGoogle ↗
REFORMULATION
using regular tvs outside in winter wit…
4 queries · 4 hits
best budget outdoor tvs for cold climat…
4 queries · 4 hits
cold weather performance tests for tv s…
4 queries · 4 hits
winter weatherproof ratings for budget…
3 queries · 3 hits
diy winter protection for outdoor tvs
3 queries · 3 hits
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence. 36 queries are still being classified.
What the models actually searched
Each model answered the query with its own web search. These are the searches it ran, matched to the closest simulated query.
ChatGPT1 real searches · gpt-6100% predicted
budget outdoor TVs weatherproof winter snow operating temperature ratings IP55 2026 Google ↗
- SunBrite official website · sunbritetv.com
- Best Outdoor TVs of 2026: Buyer's Guide · outdoortv.tvsbook.com
- Best Outdoor TV Under $1,500 (2026) · outdoortv.tvsbook.com
- SUNBRITE · sunbritetv.com
- Outdoor TV Buying Guide 2026: 9 Specs to Check · outdoortv.tvsbook.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
36 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best budget outdoor tv for winter REFORMULATION | Google ↗ AI Mode ↗ | The user wants a reformatted search targeting low-cost televisions specifically rated for cold weather. | — | review_roundup | winter weatherproof ratings for budget… | 1x of 3 | |
budget outdoor tvs winter weather resistant REFORMULATION | Google ↗ AI Mode ↗ | The searcher wants a restated version of the original query focusing specifically on budget options designed for cold weather. | — | review_roundup | winter weatherproof ratings for budget… | 1x of 3 | |
budget outdoor tvs for winter snow REFORMULATION | Google ↗ AI Mode ↗ | The user wants a direct restatement focusing on affordable outdoor televisions rated for winter conditions. | — | review_roundup | winter weatherproof ratings for budget… | 1x of 3 | |
budget outdoor tv options under 500 dollars REFORMULATION | Google ↗ AI Mode ↗ | The user is looking for a specific low price threshold for an outdoor television. | — | comparison_table | budget outdoor tv models and brand comp… | 1x of 3 | |
can regular tvs survive outside in the winter IMPLICIT | Google ↗ AI Mode ↗ | The searcher wants to know if they can save money by using a standard indoor TV outdoors during cold months. | — | web_article | using regular tvs outside in winter wit… | 1x of 3 | |
best affordable weather resistant televisions REFORMULATION | Google ↗ AI Mode ↗ | The user is looking for value-oriented TVs designed to withstand outdoor elements. | — | buyers_guide | affordable outdoor tv enclosures and ca… | 1x of 3 | |
can a regular tv survive outside in the winter with a cover RELATED | Google ↗ AI Mode ↗ | The user wants to know if a standard indoor tv can be used outdoors during winter if protected by a specialized cover. | — | web_article | using regular tvs outside in winter wit… | 1x of 3 | |
best outdoor tv under 500 dollars ENTITY EXPANSION | Google ↗ AI Mode ↗ | The searcher wants specific product recommendations that fit a strict low-price ceiling. | — | buyers_guide | budget outdoor tv models and brand comp… | 1x of 3 | |
can you use a regular tv outside in the winter with a cover RELATED | Google ↗ AI Mode ↗ | The user wants to know if a standard cheap indoor TV can survive snow if protected by an enclosure. | — | faq_page | using regular tvs outside in winter wit… | 1x of 3 | |
cheap full sun outdoor tv models RELATED | Google ↗ AI Mode ↗ | The user is searching for affordable outdoor television models that can handle bright sunlight as well as cold. | — | buyers_guide | budget outdoor tv models and brand comp… | 1x of 3 | |
sunbrite vs furrion vs cheap outdoor tv winter performance COMPARATIVE | Google ↗ AI Mode ↗ | The searcher wants to compare premium weather-sealed brands against lower-cost alternatives regarding cold resilience. | — | comparison_table | budget outdoor tv models and brand comp… | 1x of 3 | |
full sun vs partial sun outdoor tv budget options RELATED | Google ↗ AI Mode ↗ | The user is seeking to understand how panel brightness and placement affect cheap outdoor TV choices. | — | comparison_table | budget outdoor tv models and brand comp… | 1x of 3 | |
how to protect outdoor tv from freezing snow and ice IMPLICIT | Google ↗ AI Mode ↗ | The user wants practical methods to winterize an existing television set against snow accumulation and sub-zero temperatures. | — | how_to_steps | diy winter protection for outdoor tvs | 1x of 3 | |
how to protect regular tv outside in winter enclosure DIY RELATED | Google ↗ AI Mode ↗ | The searcher wants alternative money-saving ideas like building a DIY winter enclosure for a cheaper TV. | — | how_to_steps | diy winter protection for outdoor tvs | 1x of 3 | |
what ip rating do i need for outdoor winter tv IMPLICIT | Google ↗ AI Mode ↗ | The user needs to know the technical specifications required to ensure a TV survives snow and freezing temperatures. | — | glossary/definition | ip rating requirements for winter outdo… | 1x of 3 | |
what ip rating is needed for winter outdoor tv IMPLICIT | Google ↗ AI Mode ↗ | The user wants to know the technical water and dust resistance standards required to survive snow and ice. | — | glossary/definition | ip rating requirements for winter outdo… | 1x of 3 | |
best rated outdoor tvs for cold climates and snow PERSONALIZED | Google ↗ AI Mode ↗ | The searcher wants recommendations tailored specifically to severe winter environments with heavy snowfall. | — | review_roundup | best budget outdoor tvs for cold climat… | 1x of 3 | |
how to protect outdoor tv from freezing snow IMPLICIT | Google ↗ AI Mode ↗ | The user wants practical maintenance or winterization steps to keep an inexpensive outdoor television working. | — | how_to_steps | diy winter protection for outdoor tvs | 1x of 3 | |
sunbrite vs furuno vs cheap outdoor tv durability COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to compare premium weather-sealed television brands against lower-cost alternatives. | — | comparison_table | budget outdoor tv models and brand comp… | 1x of 3 | |
cheap outdoor tv operating temperature range winter REFORMULATION | Google ↗ AI Mode ↗ | The searcher wants technical specifications regarding the minimum temperature ratings of affordable outdoor televisions. | — | product_spec_sheet | best budget outdoor tvs for cold climat… | 1x of 3 | |
samsung terrace vs cheap outdoor tv enclosure COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to compare high-end dedicated outdoor TVs against a budget TV placed inside a protective enclosure. | — | comparison_table | budget outdoor tv models and brand comp… | 1x of 3 | |
indoor tv vs outdoor tv in cold weather performance test COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to see performance comparisons of how regular and weatherproof displays react to freezing temperatures. | — | review_roundup | cold weather performance tests for tv s… | 1x of 3 | |
do outdoor tvs need a winter cover IMPLICIT | Google ↗ AI Mode ↗ | The searcher wants to know if additional accessories are required to keep a cheap outdoor TV safe from snow. | — | faq_page | using regular tvs outside in winter wit… | 1x of 3 | |
seura vs sunbrite vs cheap alternatives COMPARATIVE | Google ↗ AI Mode ↗ | The user is looking for cost-effective competitors to luxury outdoor television brands. | — | review_roundup | budget outdoor tv models and brand comp… | 1x of 3 | |
weatherproof tv enclosure cabinet for regular tv ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user is searching for protective housing units that can convert a cheap indoor television into an outdoor winter setup. | — | product_spec_sheet | affordable outdoor tv enclosures and ca… | 1x of 3 | |
inland outdoor tv vs weatherproof tv cost comparison COMPARATIVE | Google ↗ AI Mode ↗ | The searcher wants to see the financial and durability differences between full sun/weatherproof models and semi-protected budget sets. | — | pricing_page | budget outdoor tv models and brand comp… | 1x of 3 | |
element outdoor tv review winter performance ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants specific performance feedback on a known lower-cost outdoor television brand during cold months. | — | review_roundup | cold weather performance tests for tv s… | 1x of 3 | |
element electronics outdoor tv reviews ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to read customer and expert feedback on specific affordable outdoor television brands. | — | forum/qna | budget outdoor tv models and brand comp… | 1x of 3 | |
best budget outdoor tv waterproof enclosure kits ENTITY EXPANSION | Google ↗ AI Mode ↗ | The searcher wants to find protective housing options that turn indoor TVs into winter-safe outdoor setups. | — | buyers_guide | affordable outdoor tv enclosures and ca… | 1x of 3 | |
stormpro tv enclosure price ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user is checking the cost of a popular protective enclosure brand used for safeguarding standard TVs. | — | pricing_page | affordable outdoor tv enclosures and ca… | 1x of 3 | |
best outdoor tv for cold climates under 1000 PERSONALIZED | Google ↗ AI Mode ↗ | The user is looking for a moderately priced television that specifically guarantees operation in sub-zero winter regions. | — | buyers_guide | best budget outdoor tvs for cold climat… | 1x of 3 | |
what happens to lcd tv screen in freezing weather RELATED | Google ↗ AI Mode ↗ | The searcher wants to understand the physics and potential damage of exposing standard screens to snow and sub-zero temperatures. | — | glossary/definition | cold weather performance tests for tv s… | 1x of 3 | |
best value outdoor television for cold climates PERSONALIZED | Google ↗ AI Mode ↗ | The user seeks value-driven recommendations tailored specifically to cold-weather regions. | — | buyers_guide | best budget outdoor tvs for cold climat… | 1x of 3 | |
affordable waterproof smart tv for patio REFORMULATION | Google ↗ AI Mode ↗ | The user is searching for smart televisions with waterproof capabilities at an accessible price point. | — | product_spec_sheet | affordable outdoor tv enclosures and ca… | 1x of 3 | |
cheap tvs that work in freezing garages PERSONALIZED | Google ↗ AI Mode ↗ | The user is searching for inexpensive television options rated to operate in unheated, freezing spaces like garages or patios. | — | faq_page | cold weather performance tests for tv s… | 1x of 3 | |
outdoor tv winterizing tips forum discussion RELATED | Google ↗ AI Mode ↗ | The searcher wants real-world advice and user experiences regarding cheap TVs surviving the winter. | — | forum/qna | ip rating requirements for winter outdo… | 1x of 3 |
Passes
Does another pass still surface new queries? A flattening curve means the fan-out has stabilised.
Geminix = pass, y = cumulative unique queries
| Model | Pass | Target | Generated | Seconds | Tokens (in / out) | Notes |
|---|---|---|---|---|---|---|
| gemini-3.5-flash-lite | 1 | 12 | 12 | — | 907 / 1,460 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 907 / 1,579 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 907 / 1,469 |