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Fan-out runWyhAxP5yiu4completeAI Overview

Commercial energy plans

Geminigemini-3.8-flash5 passes + 1 real-search51 queries7h ago
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Gemini observed: The model answered without searching
Gemini unique queries
51
1 in ≥ half the passes · stability 22%
Cost of this run
$0.036
11,586 tokens · on your keys

Fan-out diagram

Seed → topic clusters → sub-queries, per model.

SEED QUERY
Commercial energy plans
51 unique queries · 5 passes
contracts and ppa options
2 queries · 4 hits
business electricity and gas plans2xGoogle ↗
REFORMULATIONComparison
business electricity and gas rates2xGoogle ↗
REFORMULATIONReason
suppliers and switching guides
1 query · 3 hits
how to switch business energy suppliers3xGoogle ↗
RELATEDInstruction
renewable and green plans
1 query · 2 hits
commercial green energy suppliers and plans2xGoogle ↗
RELATEDComparison
rates and cost estimation
1 query · 2 hits
commercial energy quote calculator2xGoogle ↗
RELATEDComparison

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.

Gemini simulated (51)
Short fact: wants a specific short fact: a number, date, name, place, priceShort factGemini simulated · Short fact: 3 of 51 queries (6%)6%Other / navigational: a site, brand, product, person or place with no question behind itOther / navigationalGemini simulated · Other / navigational: 1 of 51 queries (2%)2%Comparison: compares options or asks for the best / top / cheapestComparisonGemini simulated · Comparison: 30 of 51 queries (59%)59%Consequence: what happens as a result: effects, outcomesConsequenceGemini simulated · Consequence: 1 of 51 queries (2%)2%Reason: why something happens or what causes itReasonGemini simulated · Reason: 8 of 51 queries (16%)16%Definition: what something is or what a term meansDefinitionGemini simulated · Definition: 0 of 51 queries (0%)Instruction: how to do something: steps, a tutorial, a fixInstructionGemini simulated · Instruction: 8 of 51 queries (16%)16%Yes / no: a yes-or-no questionYes / noGemini simulated · Yes / no: 0 of 51 queries (0%)

Classes come from the query-classifier (a local Laya model). 33 of 51 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

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
rates and cost estimation — click to focus this topicrates and cost estimationsupplier comparisons and tariffs — click to focus this topicsupplier comparisons and tariffscontracts and ppa options — click to focus this topiccontracts and ppa optionssmall business energy plans — click to focus this topicsmall business energy planssuppliers and switching guides — click to focus this topicsuppliers and switching guidesrenewable and green plans — click to focus this topicrenewable and green plansfixed versus variable rates — click to focus this topicfixed versus variable ratesaudits and renewal checklists — click to focus this topicaudits and renewal checklists
Hover a query to see its counterpart · click a topic to focus it · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +

Queries

51 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
how to switch business energy suppliers
RELATED
Google ↗
AI Mode ↗		Understand the step-by-step process of transitioning to a new commercial utility contract.Instructionhow_to_stepssuppliers and switching guides3x
of 5
business electricity and gas plans
REFORMULATION
Google ↗
AI Mode ↗		Find energy contracts and tariffs tailored specifically for business facilities.Comparisonbuyers_guidecontracts and ppa options2x
of 5
business electricity and gas rates
REFORMULATION
Google ↗
AI Mode ↗		Find competitive standard utility rates tailored for commercial enterprises.Reasonpricing_pagecontracts and ppa options2x
of 5
commercial green energy suppliers and plans
RELATED
Google ↗
AI Mode ↗		Identify renewable energy tariffs and carbon-neutral plans for corporate sustainability goals.Comparisonweb_articlerenewable and green plans2x
of 5
commercial energy quote calculator
RELATED
Google ↗
AI Mode ↗		Estimate annual commercial energy expenditure based on square footage or monthly usage.Comparisoncalculator/toolrates and cost estimation2x
of 5
business electricity and gas contracts
REFORMULATION
Google ↗
AI Mode ↗		Find commercial energy contract options and terms for businesses.Comparisonbuyers_guidecontracts and ppa options1x
of 5
how do commercial energy contracts work
IMPLICIT
Google ↗
AI Mode ↗		Understand the operational mechanics, billing terms, and commitments of commercial utility contracts.Reasonbuyers_guiderenewable and green plans1x
of 5
fixed vs variable commercial energy rates
COMPARATIVE
Google ↗
AI Mode ↗		Compare the advantages and risks of fixed-rate versus variable-rate business energy contracts.Comparisoncomparison_tablefixed versus variable rates1x
of 5
commercial energy rates per kwh
IMPLICIT
Google ↗
AI Mode ↗		Discover average commercial electricity unit pricing.Reasonpricing_pagerates and cost estimation1x
of 5
fixed vs variable commercial energy contracts
COMPARATIVE
Google ↗
AI Mode ↗		Understand the differences, pros, and cons of fixed-rate versus variable-rate commercial energy options.Comparisoncomparison_tablefixed versus variable rates1x
of 5
fixed rate vs variable rate commercial energy plans
COMPARATIVE
Google ↗
AI Mode ↗		Compare the pros and cons of fixed and indexed commercial energy plans.Comparisoncomparison_tablefixed versus variable rates1x
of 5
average commercial electricity cost per kwh
IMPLICIT
Google ↗
AI Mode ↗		Discover baseline commercial kilowatt-hour rates to evaluate whether a plan quote is reasonable.Short factpricing_pagerates and cost estimation1x
of 5
average commercial electric bill per square foot
IMPLICIT
Google ↗
AI Mode ↗		Benchmark current corporate utility expenditure against standard industry metrics.Short factdatasetrates and cost estimation1x
of 5
fixed rate vs variable rate commercial electricity
COMPARATIVE
Google ↗
AI Mode ↗		Compare the advantages and risks of fixed-rate contracts versus index or variable-rate plans for businesses.Comparisoncomparison_tablefixed versus variable rates1x
of 5
average commercial electricity rates per kwh by state
RELATED
Google ↗
AI Mode ↗		Discover baseline commercial electricity prices to evaluate whether quote offers are competitive.Short factdatasetrates and cost estimation1x
of 5
fixed rate vs variable rate commercial energy
COMPARATIVE
Google ↗
AI Mode ↗		Compare the advantages and financial risks of fixed versus variable utility tariffs.Comparisoncomparison_tablefixed versus variable rates1x
of 5
how to switch commercial energy supplier
RELATED
Google ↗
AI Mode ↗		Learn the step-by-step process of changing business energy providers.Instructionhow_to_stepssuppliers and switching guides1x
of 5
small business commercial electricity plans guide
PERSONALIZED
Google ↗
AI Mode ↗		Find tailored energy options and advice suited specifically to small business consumption scales.Instructionbuyers_guidesmall business energy plans1x
of 5
constellation vs direct energy business rates
ENTITY EXPANSION
Google ↗
AI Mode ↗		Compare contract options and corporate rate structures between two major retail electricity providers.Comparisonreview_roundupsupplier comparisons and tariffs1x
of 5
constellation vs nrg business energy plans
ENTITY EXPANSION
Google ↗
AI Mode ↗		Evaluate offerings from two major retail commercial energy suppliers.Comparisonreview_roundupsupplier comparisons and tariffs1x
of 5
corporate power purchase agreement ppa options
ENTITY EXPANSION
Google ↗
AI Mode ↗		Explore specific enterprise-scale renewable procurement vehicles like corporate PPAs.Comparisonpdf_whitepapercontracts and ppa options1x
of 5
best commercial energy plans for small retail shop
PERSONALIZED
Google ↗
AI Mode ↗		Find electricity plans tailored to the lower-load profile and predictable hours of a small retail enterprise.Comparisonbuyers_guidesmall business energy plans1x
of 5
commercial green energy plans renewable tariffs
RELATED
Google ↗
AI Mode ↗		Identify business utility tariffs sourced from renewable generation like wind and solar.Comparisonweb_articlerenewable and green plans1x
of 5
best energy plans for small retail business
PERSONALIZED
Google ↗
AI Mode ↗		Find cost-effective commercial energy plans tailored to low-demand retail operations.Comparisonbuyers_guidesmall business energy plans1x
of 5
commercial energy plans for small retail store
PERSONALIZED
Google ↗
AI Mode ↗		Identify tailored energy tariffs suitable for low-demand retail small businesses.Comparisonbuyers_guidesmall business energy plans1x
of 5
best commercial energy suppliers for small business
ENTITY EXPANSION
Google ↗
AI Mode ↗		Identify top-rated energy providers serving small and medium-sized enterprises.Comparisonreview_roundupsmall business energy plans1x
of 5
commercial energy broker comparison
RELATED
Google ↗
AI Mode ↗		Determine whether to use a third-party intermediary or broker to negotiate utility contracts.Comparisonreview_roundupsupplier comparisons and tariffs1x
of 5
commercial energy broker vs direct supplier
COMPARATIVE
Google ↗
AI Mode ↗		Determine whether to procure commercial energy through a third-party broker or directly from a supplier.Comparisonfaq_pagesupplier comparisons and tariffs1x
of 5
what is a commercial capacity charge
RELATED
Google ↗
AI Mode ↗		Understand demand charges and capacity charges on a commercial utility bill.Reasonglossary/definitionrates and cost estimation1x
of 5
renewable energy contracts for commercial buildings
RELATED
Google ↗
AI Mode ↗		Discover green energy tariff options and corporate sustainability plans.Comparisonweb_articlerenewable and green plans1x
of 5
how to switch commercial electricity suppliers
RELATED
Google ↗
AI Mode ↗		Learn the procedural steps required to transition a company from one energy provider to another without interruption.Instructionhow_to_stepssuppliers and switching guides1x
of 5
renewable green power plans for corporate offices
ENTITY EXPANSION
Google ↗
AI Mode ↗		Identify zero-carbon or green tariff commercial electricity plans to meet ESG goals.Comparisonproduct_spec_sheetrenewable and green plans1x
of 5
commercial energy plans for small retail shop
PERSONALIZED
Google ↗
AI Mode ↗		Find tariff options suitable for low-demand, single-site retail storefronts.Comparisoncase_studysmall business energy plans1x
of 5
deregulated energy states for business electricity
IMPLICIT
Google ↗
AI Mode ↗		Identify whether commercial choice of energy supplier is available in their jurisdiction.Comparisonfaq_pagesupplier comparisons and tariffs1x
of 5
commercial electricity bill cost estimator tool
IMPLICIT
Google ↗
AI Mode ↗		Calculate anticipated energy expenditure under commercial rates.Comparisoncalculator/toolrates and cost estimation1x
of 5
what is peak and off peak commercial demand charges
IMPLICIT
Google ↗
AI Mode ↗		Understand how time-of-use and demand charges affect commercial utility invoices.Reasonfaq_pagerates and cost estimation1x
of 5
deregulated business electricity providers list
ENTITY EXPANSION
Google ↗
AI Mode ↗		Find commercial suppliers operating within competitive retail energy markets.Comparisonweb_articlesuppliers and switching guides1x
of 5
what is a commercial capacity charge on power bill
IMPLICIT
Google ↗
AI Mode ↗		Learn how peak demand and capacity fees affect total commercial energy contract billing.Reasonglossary/definitionrates and cost estimation1x
of 5
commercial electricity contract terms explained
REFORMULATION
Google ↗
AI Mode ↗		Understand technical clauses, capacity charges, and termination fees in energy agreements.Other / navigationalglossary/definitioncontracts and ppa options1x
of 5
top commercial energy suppliers list
REFORMULATION
Google ↗
AI Mode ↗		Identify the leading energy retail companies offering business plans.Comparisonbuyers_guidesuppliers and switching guides1x
of 5
demand charges in commercial electricity bills explained
IMPLICIT
Google ↗
AI Mode ↗		Clarify how peak demand charges impact the total cost of a commercial utility plan.Reasonfaq_pagerates and cost estimation1x
of 5
commercial energy audit checklist
RELATED
Google ↗
AI Mode ↗		Assess operational energy efficiency prior to selecting a new power agreement.Instructionchecklistaudits and renewal checklists1x
of 5
commercial energy audit checklist before renewal
RELATED
Google ↗
AI Mode ↗		Review energy efficiency and usage before locking into a new contract.Instructionchecklistaudits and renewal checklists1x
of 5
business energy plan switching checklist
RELATED
Google ↗
AI Mode ↗		Ensure all contractual obligations and technical details are gathered before signing a new energy deal.Instructionchecklistaudits and renewal checklists1x
of 5
large enterprise vs small business electricity tariffs
COMPARATIVE
Google ↗
AI Mode ↗		Differentiate between bespoke negotiated energy contracts for industrial users and standard small business tariffs.Comparisonweb_articlesupplier comparisons and tariffs1x
of 5
commercial energy cost calculator
RELATED
Google ↗
AI Mode ↗		Estimate future utility expenditures under different rate schedules and consumption profiles.Comparisoncalculator/toolrates and cost estimation1x
of 5
business energy contract renewal checklist
RELATED
Google ↗
AI Mode ↗		Review necessary steps and contract clauses to check before renewing a commercial power agreement.Instructionchecklistaudits and renewal checklists1x
of 5
industrial vs commercial energy tariffs
COMPARATIVE
Google ↗
AI Mode ↗		Distinguish between mid-market commercial rates and high-demand industrial tariffs.Comparisoncomparison_tablesupplier comparisons and tariffs1x
of 5
industrial vs commercial energy contract terms
COMPARATIVE
Google ↗
AI Mode ↗		Understand the differences in scale, rates, and terms between commercial and industrial tariffs.Comparisoncomparison_tablecontracts and ppa options1x
of 5
peak demand charges commercial electric rates
IMPLICIT
Google ↗
AI Mode ↗		Find out how peak load charges impact total monthly commercial electric costs.Reasonweb_articlerates and cost estimation1x
of 5
business energy plan early termination fee rules
IMPLICIT
Google ↗
AI Mode ↗		Understand financial penalties and contract clauses when exiting a commercial supply contract early.Consequencefaq_pageaudits and renewal checklists1x
of 5

Tokens & cost

What this run used on your API keys, per model and step.

ModelWhatRequestsInput tokensOutput tokensWeb searchesEst. cost
gemini-3.8-flashReal-search passes141,700588 thinking—$0.0064
gemini-3.8-flashSimulated passes51,9957,3211,059 thinking—$0.029
gemini-3.5-flash-liteNaming clusters1456110—$0.0004
Total72,4559,131—$0.036

Billed to your own API keys. Estimated from the providers' list prices (checked 2026-10-11); output includes thinking tokens. Free tiers, caching and retries can make your bill differ.

Passes

Does another pass still surface new queries? A flattening curve means the fan-out has stabilised.

0265112345
Geminix = pass, y = cumulative unique queries
ModelPassTargetGeneratedSecondsTokens (in / out)Notes
gemini-3.8-flash · real search1—017.34 / 1,700The model answered without searching
gemini-3.8-flash1111115.0399 / 1,407
gemini-3.8-flash2121211.5399 / 1,538
gemini-3.8-flash3111113.1399 / 1,149
gemini-3.8-flash4121215.4399 / 1,796
gemini-3.8-flash5111112.0399 / 1,431
Commercial energy plans — Query fan-out · queryfanout.com