{"publication":{"title":"Car Dealerships and Vehicle Leasing in Finland","summary":"","slug":"car-dealerships-and-vehicle-leasing-finland","edition":1,"published_at":"2026-11-12T15:51:59.548Z","url":"https://www.bot.spot/research/car-dealerships-and-vehicle-leasing-finland","license":"https://creativecommons.org/licenses/by/4.0/","publisher":"bot.spot (Botdot Oy)"},"document":{"kind":"industry","rank":{"of":77,"position":null},"audit":{"panels":[{"id":"discovery","lines":[],"counts":{"issue":0,"passed":0,"review":0,"not_measured":0},"reason":"Discovery checks could not run","status":"not_measured","flagged":[],"check_ids":[]},{"id":"seo","lines":[],"counts":{"issue":0,"passed":0,"review":0,"not_measured":0},"reason":"SEO checks could not run","status":"not_measured","flagged":[],"check_ids":[]},{"id":"performance","lines":[],"counts":{"issue":0,"passed":0,"review":0,"not_measured":0},"reason":"Lab test did not 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dealerships and vehicle leasing","focus":null,"scope":"Companies operating in Finland that sell new or used passenger cars and light commercial vehicles, or provide long-term vehicle leasing and mobility financing to private consumers and commercial fleets.","market":"FI","language":"fi","segments":["Used Car Dealerships (Vaihtoautokauppa)","New Car Dealerships (Uusien autojen myynti)","Private Car Leasing (Yksityisleasing)","Commercial Fleet & Operational Leasing (Yritysleasing)","Light Commercial Vehicle (LCV) Sales & Leasing","Pre-Owned Vehicle Leasing (Käytettyjen autojen leasing)"],"requested":"Car Dealerships and Vehicle Leasing","description":"The automotive retail and leasing sector in Finland encompasses the import, distribution, retail sales, trade-in, and operational leasing of new and used passenger cars as well as light commercial vehicles (LCVs) to private individuals and corporate fleets."},"personas":[{"id":"76054296-e783-4fad-964f-bcd38df20ee8","title":"Family Commuters and Private Motorists","market":"FI","prompts":[{"id":"f45cfce8-041d-485a-a026-05864b2732b8","leader":{"is_self":false,"apex_domain":"citroen.fi","canonical_name":"Citroën"},"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"f45cfce8-041d-485a-a026-05864b2732b8:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"failed","evidence_ref":null},{"rank":null,"engine":"google_ai_mode","status":"failed","evidence_ref":null},{"rank":null,"engine":"gemini","status":"failed","evidence_ref":null},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"f45cfce8-041d-485a-a026-05864b2732b8:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"f45cfce8-041d-485a-a026-05864b2732b8:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"f45cfce8-041d-485a-a026-05864b2732b8:claude"}],"prompt_text":"Mistä saa yksityisleasing-auton heti ajoon ilman käsirahaa niin, että huollot ja renkaat kuuluvat kuukausihintaan?","prompt_type":"direct","share_of_voice":0,"companies_named":16,"visibility_rate":0,"consensus_answer":"Auton voi saada heti tai nopeasti ajoon ilman käsirahaa Hedin Drivelta tai K-Autolta, jonka valikoimassa on maassa olevia uusia autoja sekä jopa samana päivänä saatavia käytettyjä leasingautoja. Myös Ayvens sekä merkkikohtaiset palvelut kuten Hyundai Go! tarjoavat varastoautoja ilman käsirahaa huollot ja renkaat sisältävällä kuukausihinnalla.","consensus_claims":[{"text":"Auton voi saada heti tai nopeasti ajoon ilman käsirahaa Hedin Drivelta tai K-Autolta, jonka valikoimassa on maassa olevia uusia autoja sekä jopa samana päivänä saatavia käytettyjä leasingautoja.","sources":[{"engine":"copilot","evidence_ref":"f45cfce8-041d-485a-a026-05864b2732b8:copilot"},{"engine":"claude","evidence_ref":"f45cfce8-041d-485a-a026-05864b2732b8:claude"}]},{"text":"Myös Ayvens sekä merkkikohtaiset palvelut kuten Hyundai Go! tarjoavat varastoautoja ilman käsirahaa huollot ja renkaat sisältävällä kuukausihinnalla.","sources":[{"engine":"chatgpt","evidence_ref":"f45cfce8-041d-485a-a026-05864b2732b8:chatgpt"},{"engine":"copilot","evidence_ref":"f45cfce8-041d-485a-a026-05864b2732b8:copilot"},{"engine":"perplexity","evidence_ref":"f45cfce8-041d-485a-a026-05864b2732b8:perplexity"}]}],"completed_answers":4,"owned_citation_rate":0},{"id":"928b5e12-b51e-4743-bf42-38249320d3f3","leader":{"is_self":false,"apex_domain":"beely.fi","canonical_name":"Beely"},"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"928b5e12-b51e-4743-bf42-38249320d3f3:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"failed","evidence_ref":null},{"rank":null,"engine":"google_ai_mode","status":"failed","evidence_ref":null},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"928b5e12-b51e-4743-bf42-38249320d3f3:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"928b5e12-b51e-4743-bf42-38249320d3f3:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"928b5e12-b51e-4743-bf42-38249320d3f3:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"928b5e12-b51e-4743-bf42-38249320d3f3:claude"}],"prompt_text":"Millaisia yksityisleasing- ja käytetyn auton kuukausitilauspalveluita Suomessa on tarjolla perheille?","prompt_type":"discovery","share_of_voice":0,"companies_named":18,"visibility_rate":0,"consensus_answer":"Uuden auton yksityisleasing perustuu Suomessa tyypillisesti 24–48 kuukauden sopimukseen kiinteällä kuukausihinnalla. Käytettyjä perheautoja tarjoava Beely kattaa kiinteään maksuun huollot, katsastukset ja korjaukset. Lyhyempään tarpeeseen joustava kuukausitilauspalvelu mahdollistaa auton ottamisen alkaen yhdestä kuukaudesta.","consensus_claims":[{"text":"Uuden auton yksityisleasing perustuu Suomessa tyypillisesti 24–48 kuukauden sopimukseen kiinteällä kuukausihinnalla.","sources":[{"engine":"claude","evidence_ref":"928b5e12-b51e-4743-bf42-38249320d3f3:claude"},{"engine":"copilot","evidence_ref":"928b5e12-b51e-4743-bf42-38249320d3f3:copilot"},{"engine":"gemini","evidence_ref":"928b5e12-b51e-4743-bf42-38249320d3f3:gemini"}]},{"text":"Käytettyjä perheautoja tarjoava Beely kattaa kiinteään maksuun huollot, katsastukset ja korjaukset.","sources":[{"engine":"chatgpt","evidence_ref":"928b5e12-b51e-4743-bf42-38249320d3f3:chatgpt"},{"engine":"copilot","evidence_ref":"928b5e12-b51e-4743-bf42-38249320d3f3:copilot"}]},{"text":"Lyhyempään tarpeeseen joustava kuukausitilauspalvelu mahdollistaa auton ottamisen alkaen yhdestä kuukaudesta.","sources":[{"engine":"copilot","evidence_ref":"928b5e12-b51e-4743-bf42-38249320d3f3:copilot"}]}],"completed_answers":5,"owned_citation_rate":0},{"id":"bd99fe8d-8851-402a-8a59-ae713b9430e0","leader":{"is_self":false,"apex_domain":"k-auto.fi","canonical_name":"K-Auto"},"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"bd99fe8d-8851-402a-8a59-ae713b9430e0:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"failed","evidence_ref":null},{"rank":null,"engine":"google_ai_mode","status":"failed","evidence_ref":null},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"bd99fe8d-8851-402a-8a59-ae713b9430e0:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"bd99fe8d-8851-402a-8a59-ae713b9430e0:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"bd99fe8d-8851-402a-8a59-ae713b9430e0:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"bd99fe8d-8851-402a-8a59-ae713b9430e0:claude"}],"prompt_text":"Mikä yksityisleasing-palvelu on paras, jos ajaa noin 20 000 km vuodessa ja haluaa sopimukseen kattavan huolenpidon sekä talvirenkaat?","prompt_type":"recommendation","share_of_voice":0,"companies_named":17,"visibility_rate":0,"consensus_answer":"Toyota tarjoaa erittäin kattavan paketin, johon sisältyvät huollot, korjaukset, talvirenkaat vanteineen sekä rengaspalvelut ja sijaisauto. Škoda Yksityisleasing kattaa määräaikaishuollot, tekniset korjaukset, renkaat vaihtoineen ja uusimisineen sekä joustavat kilometrit. Myös K-Auto mahdollistaa 20 000 kilometrin vuosiajon ja laajan ylläpidon valitulla palvelutasolla.","consensus_claims":[{"text":"Toyota tarjoaa erittäin kattavan paketin, johon sisältyvät huollot, korjaukset, talvirenkaat vanteineen sekä rengaspalvelut ja sijaisauto.","sources":[{"engine":"copilot","evidence_ref":"bd99fe8d-8851-402a-8a59-ae713b9430e0:copilot"},{"engine":"gemini","evidence_ref":"bd99fe8d-8851-402a-8a59-ae713b9430e0:gemini"}]},{"text":"Škoda Yksityisleasing kattaa määräaikaishuollot, tekniset korjaukset, renkaat vaihtoineen ja uusimisineen sekä joustavat kilometrit.","sources":[{"engine":"chatgpt","evidence_ref":"bd99fe8d-8851-402a-8a59-ae713b9430e0:chatgpt"},{"engine":"claude","evidence_ref":"bd99fe8d-8851-402a-8a59-ae713b9430e0:claude"}]},{"text":"Myös K-Auto mahdollistaa 20 000 kilometrin vuosiajon ja laajan ylläpidon valitulla palvelutasolla.","sources":[{"engine":"copilot","evidence_ref":"bd99fe8d-8851-402a-8a59-ae713b9430e0:copilot"},{"engine":"claude","evidence_ref":"bd99fe8d-8851-402a-8a59-ae713b9430e0:claude"}]}],"completed_answers":5,"owned_citation_rate":0},{"id":"ad79fdcb-6afe-4237-9862-864b80fa2c26","leader":{"is_self":false,"apex_domain":"ayvens.com","canonical_name":"Ayvens"},"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"ad79fdcb-6afe-4237-9862-864b80fa2c26:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"failed","evidence_ref":null},{"rank":null,"engine":"google_ai_mode","status":"failed","evidence_ref":null},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"ad79fdcb-6afe-4237-9862-864b80fa2c26:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"ad79fdcb-6afe-4237-9862-864b80fa2c26:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"ad79fdcb-6afe-4237-9862-864b80fa2c26:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"ad79fdcb-6afe-4237-9862-864b80fa2c26:claude"}],"prompt_text":"Kannattaako perheauto ostaa omaksi rahoituksella vai hankkia yksityisleasingilla, jos haluaa välttää arvon- ja korjauskulujen riskit?","prompt_type":"comparison","share_of_voice":0,"companies_named":2,"visibility_rate":0,"consensus_answer":"Jos tavoitteena on välttää auton arvonalenemisen ja korjauskulujen riskit, yksityisleasing on turvallisempi ja ennakoitavampi valinta kuin rahoituksella ostaminen. Leasingissa on kuitenkin huomioitava sopimuksen kattavuus sekä mahdolliset lisäkulut kilometrirajoista ja palautuskunnon tarkastuksesta.","consensus_claims":[{"text":"Jos tavoitteena on välttää auton arvonalenemisen ja korjauskulujen riskit, yksityisleasing on turvallisempi ja ennakoitavampi valinta kuin rahoituksella ostaminen.","sources":[{"engine":"chatgpt","evidence_ref":"ad79fdcb-6afe-4237-9862-864b80fa2c26:chatgpt"},{"engine":"gemini","evidence_ref":"ad79fdcb-6afe-4237-9862-864b80fa2c26:gemini"},{"engine":"perplexity","evidence_ref":"ad79fdcb-6afe-4237-9862-864b80fa2c26:perplexity"},{"engine":"copilot","evidence_ref":"ad79fdcb-6afe-4237-9862-864b80fa2c26:copilot"},{"engine":"claude","evidence_ref":"ad79fdcb-6afe-4237-9862-864b80fa2c26:claude"}]},{"text":"Leasingissa on kuitenkin huomioitava sopimuksen kattavuus sekä mahdolliset lisäkulut kilometrirajoista ja palautuskunnon tarkastuksesta.","sources":[{"engine":"gemini","evidence_ref":"ad79fdcb-6afe-4237-9862-864b80fa2c26:gemini"},{"engine":"perplexity","evidence_ref":"ad79fdcb-6afe-4237-9862-864b80fa2c26:perplexity"},{"engine":"claude","evidence_ref":"ad79fdcb-6afe-4237-9862-864b80fa2c26:claude"}]}],"completed_answers":5,"owned_citation_rate":0},{"id":"f5c8d655-c6c9-4e9e-b089-bf1b340b60ba","leader":{"is_self":false,"apex_domain":"kinto-mobility.eu","canonical_name":"KINTO"},"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"f5c8d655-c6c9-4e9e-b089-bf1b340b60ba:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"failed","evidence_ref":null},{"rank":null,"engine":"google_ai_mode","status":"failed","evidence_ref":null},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"f5c8d655-c6c9-4e9e-b089-bf1b340b60ba:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"f5c8d655-c6c9-4e9e-b089-bf1b340b60ba:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"f5c8d655-c6c9-4e9e-b089-bf1b340b60ba:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"f5c8d655-c6c9-4e9e-b089-bf1b340b60ba:claude"}],"prompt_text":"Vanhan auton korjauksiin ja huoltoihin menee jatkuvasti yllättäviä summia. Miten saisin perheelle luotettavan auton täysin ennakoitavalla kuukausikululla?","prompt_type":"problem","share_of_voice":0,"companies_named":8,"visibility_rate":0,"consensus_answer":"Ennakoitavan kuukausikulun saa yksityisleasingilla tai huoltoleasingilla, jolloin kiinteä maksu kattaa auton käytön ohella määräaikaishuollot ja kulumisesta johtuvat tekniset korjaukset. Joustavampi vaihtoehto on auton kuukausitilaus, kuten KINTO Flex, jossa sitoutumisaika on lyhyt ja hintaan voi sisältyä huoltojen lisäksi myös vakuutukset ja ajoneuvovero.","consensus_claims":[{"text":"Ennakoitavan kuukausikulun saa yksityisleasingilla tai huoltoleasingilla, jolloin kiinteä maksu kattaa auton käytön ohella määräaikaishuollot ja kulumisesta johtuvat tekniset korjaukset.","sources":[{"engine":"chatgpt","evidence_ref":"f5c8d655-c6c9-4e9e-b089-bf1b340b60ba:chatgpt"},{"engine":"gemini","evidence_ref":"f5c8d655-c6c9-4e9e-b089-bf1b340b60ba:gemini"},{"engine":"copilot","evidence_ref":"f5c8d655-c6c9-4e9e-b089-bf1b340b60ba:copilot"},{"engine":"claude","evidence_ref":"f5c8d655-c6c9-4e9e-b089-bf1b340b60ba:claude"}]},{"text":"Joustavampi vaihtoehto on auton kuukausitilaus, kuten KINTO Flex, jossa sitoutumisaika on lyhyt ja hintaan voi sisältyä huoltojen lisäksi myös vakuutukset ja ajoneuvovero.","sources":[{"engine":"chatgpt","evidence_ref":"f5c8d655-c6c9-4e9e-b089-bf1b340b60ba:chatgpt"},{"engine":"perplexity","evidence_ref":"f5c8d655-c6c9-4e9e-b089-bf1b340b60ba:perplexity"},{"engine":"claude","evidence_ref":"f5c8d655-c6c9-4e9e-b089-bf1b340b60ba:claude"}]}],"completed_answers":5,"owned_citation_rate":0}],"attributes":{"needs":["Private car leasing (Yksityisleasing) or flexible pre-owned car leasing solutions","Bundled seasonal tyre changes, tyre storage, and routine manufacturer servicing","Clear guidelines on return condition and wear-and-tear standards at lease conclusion","Access to reliable hybrid, electric, or petrol passenger vehicle stock with prompt availability"],"life_stage":"Working adults and families balancing busy commute schedules and household logistics.","objections":["Financial penalties or lack of flexibility if household income or employment status changes mid-lease","Risk of incurring steep surcharges for exceeding annual kilometer thresholds","Hidden costs or confusing fine print regarding insurance, tyre wear, and contract termination rules"],"pain_points":["Steep and unpredictable initial depreciation associated with buying new cars outright","Lump-sum seasonal expenses for winter tyres, wheel changes, and unplanned mechanical repairs","Frustration and time spent negotiating trade-in values or selling an old car privately"],"budget_context":"Values monthly cash flow stability and seeks to avoid unexpected repair bills, preferring a fixed all-inclusive monthly vehicle fee over large upfront capital expenditures.","usage_contexts":["Daily suburban and intercity commuting in diverse weather and sub-zero winter road conditions","School runs, grocery shopping, and transporting family members to hobbies and sports","Longer holiday travel and visits to summer cottages (mökki) across Finland"],"buying_triggers":["Life transitions such as family growth, relocation, or needing an additional vehicle for daily commuting","Frequent mechanical breakdowns or prohibitive maintenance costs on a current vehicle","Desire to drive a modern electric or hybrid car without taking on residual value or battery degradation risks"],"generation_hint":"Base this persona on 'Private Commuter and Family Car Buyer'. Private individual or household in Finland acquiring a new or second-hand car for everyday commuting and family use, seeking fixed, all-inclusive monthly vehicle costs. Typical roles: Private Vehicle Buyer, Consumer Leasing Customer. Buyer group: 'Consumer / Private Motorists' (B2C). They are looking for: Private Car Leasing (Yksityisleasing), Used Car Sales (Vaihtoautot), Used Car Leasing, New Car Sales.","jobs_to_be_done":["Secure safe and dependable daily transportation for work and family commitments across all Finnish seasons","Establish a fixed, all-in-one vehicle budget that eliminates unpredictable maintenance and depreciation costs","Upgrade to a newer, fuel-efficient or electrified car without large cash down payments or loan liabilities"],"desired_outcomes":["Predictable household transport expenses with no surprise repair or seasonal maintenance bills","Dependable, safe transport for work commutes and family errands throughout harsh winter conditions","Hassle-free vehicle handover at the end of the contract without trade-in or resale depreciation worries"],"decision_criteria":["Transparent, all-inclusive monthly fee covering scheduled maintenance, roadside assistance, and seasonal tyre handling","Fair annual mileage allowances matching realistic commute distances (such as 15,000–25,000 km/year)","Immediate or short vehicle delivery timelines from local dealer networks or direct home delivery","Contract flexibility or protection options against sudden employment or lifestyle changes"],"household_context":"Suburban or regional household relying on a private car for daily work commutes, childcare drop-offs, and weekend activities.","alternatives_considered":["Purchasing a used car outright through traditional dealership financing or private sale","Financing a new vehicle purchase with a bank auto loan or hire purchase agreement","Continuing to repair and run an existing aging vehicle","Relying on public transit or shared mobility services where available"]},"description":"Private individual or household in Finland acquiring a modern new or pre-owned car for daily commuting and family transport, prioritizing predictable all-inclusive monthly costs and reliable all-weather driving over vehicle ownership and depreciation risk.","customer_type":"consumer","share_of_voice":0,"visibility_rate":0,"attribute_schema":"persona.consumer.v2","completed_answers":24,"owned_citation_rate":0},{"id":"d75ffbd8-7f38-4dad-9396-9d316411362b","title":"SME Fleet and Operations Managers","market":"FI","prompts":[{"id":"83dac8b6-7ffe-41c6-8646-62ce205dc0c5","leader":{"is_self":false,"apex_domain":"leasingkumppani.fi","canonical_name":"Leasing Kumppani"},"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"83dac8b6-7ffe-41c6-8646-62ce205dc0c5:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"failed","evidence_ref":null},{"rank":null,"engine":"google_ai_mode","status":"failed","evidence_ref":null},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"83dac8b6-7ffe-41c6-8646-62ce205dc0c5:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"83dac8b6-7ffe-41c6-8646-62ce205dc0c5:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"83dac8b6-7ffe-41c6-8646-62ce205dc0c5:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"83dac8b6-7ffe-41c6-8646-62ce205dc0c5:claude"}],"prompt_text":"Mistä saa pakettiautot huoltoleasingilla yritykselle nopealla toimitusajalla?","prompt_type":"direct","share_of_voice":0,"companies_named":18,"visibility_rate":0,"consensus_answer":"Nopein toimitus huoltoleasingiin saadaan valitsemalla suoraan varastossa olevia uusia autoja tai leasingistä palautuneita käytettyjä ajoneuvoja. K-Auto tarjoaa maassa jo valmiina olevia pakettiautoja heti ajoon huoltoleasing-sopimuksella. Secto Automotive sekä Leasing Kumppani mahdollistavat myös käytettyjen pakettiautojen nopean toimituksen.","consensus_claims":[{"text":"Nopein toimitus huoltoleasingiin saadaan valitsemalla suoraan varastossa olevia uusia autoja tai leasingistä palautuneita käytettyjä ajoneuvoja.","sources":[{"engine":"chatgpt","evidence_ref":"83dac8b6-7ffe-41c6-8646-62ce205dc0c5:chatgpt"},{"engine":"gemini","evidence_ref":"83dac8b6-7ffe-41c6-8646-62ce205dc0c5:gemini"},{"engine":"copilot","evidence_ref":"83dac8b6-7ffe-41c6-8646-62ce205dc0c5:copilot"},{"engine":"claude","evidence_ref":"83dac8b6-7ffe-41c6-8646-62ce205dc0c5:claude"}]},{"text":"K-Auto tarjoaa maassa jo valmiina olevia pakettiautoja heti ajoon huoltoleasing-sopimuksella.","sources":[{"engine":"gemini","evidence_ref":"83dac8b6-7ffe-41c6-8646-62ce205dc0c5:gemini"},{"engine":"claude","evidence_ref":"83dac8b6-7ffe-41c6-8646-62ce205dc0c5:claude"}]},{"text":"Secto Automotive sekä Leasing Kumppani mahdollistavat myös käytettyjen pakettiautojen nopean toimituksen.","sources":[{"engine":"copilot","evidence_ref":"83dac8b6-7ffe-41c6-8646-62ce205dc0c5:copilot"},{"engine":"gemini","evidence_ref":"83dac8b6-7ffe-41c6-8646-62ce205dc0c5:gemini"}]}],"completed_answers":5,"owned_citation_rate":0},{"id":"e2e8cf3f-0899-4c6e-92b5-38c7a8b8d8a3","leader":{"is_self":false,"apex_domain":"fleet.fi","canonical_name":"Fleet Innovation"},"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"e2e8cf3f-0899-4c6e-92b5-38c7a8b8d8a3:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"failed","evidence_ref":null},{"rank":null,"engine":"google_ai_mode","status":"failed","evidence_ref":null},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"e2e8cf3f-0899-4c6e-92b5-38c7a8b8d8a3:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"e2e8cf3f-0899-4c6e-92b5-38c7a8b8d8a3:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"e2e8cf3f-0899-4c6e-92b5-38c7a8b8d8a3:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"e2e8cf3f-0899-4c6e-92b5-38c7a8b8d8a3:claude"}],"prompt_text":"Mitä vaihtoehtoja pk-yrityksellä on autokannan ja työsuhdeautojen ulkoistettuun hallintaan Suomessa?","prompt_type":"discovery","share_of_voice":0,"companies_named":7,"visibility_rate":0,"consensus_answer":"Pk-yritys voi valita täyden palvelun huoltoleasingin, jossa leasingyhtiö omistaa autot, kantaa jäännösarvoriskin ja huolehtii huolloista sekä renkaista. Toisena mallina yritys voi pitää autot omistuksessaan ja ulkoistaa vain kaluston hallinnoinnin, kuljettajapalvelut sekä laskutuksen riippumattomalle toimijalle.","consensus_claims":[{"text":"Pk-yritys voi valita täyden palvelun huoltoleasingin, jossa leasingyhtiö omistaa autot, kantaa jäännösarvoriskin ja huolehtii huolloista sekä renkaista.","sources":[{"engine":"chatgpt","evidence_ref":"e2e8cf3f-0899-4c6e-92b5-38c7a8b8d8a3:chatgpt"},{"engine":"gemini","evidence_ref":"e2e8cf3f-0899-4c6e-92b5-38c7a8b8d8a3:gemini"},{"engine":"perplexity","evidence_ref":"e2e8cf3f-0899-4c6e-92b5-38c7a8b8d8a3:perplexity"},{"engine":"claude","evidence_ref":"e2e8cf3f-0899-4c6e-92b5-38c7a8b8d8a3:claude"}]},{"text":"Toisena mallina yritys voi pitää autot omistuksessaan ja ulkoistaa vain kaluston hallinnoinnin, kuljettajapalvelut sekä laskutuksen riippumattomalle toimijalle.","sources":[{"engine":"chatgpt","evidence_ref":"e2e8cf3f-0899-4c6e-92b5-38c7a8b8d8a3:chatgpt"},{"engine":"gemini","evidence_ref":"e2e8cf3f-0899-4c6e-92b5-38c7a8b8d8a3:gemini"},{"engine":"claude","evidence_ref":"e2e8cf3f-0899-4c6e-92b5-38c7a8b8d8a3:claude"}]}],"completed_answers":5,"owned_citation_rate":0},{"id":"826356a1-63b3-43c0-a9a6-516bc21be95e","leader":{"is_self":false,"apex_domain":"ayvens.com","canonical_name":"Ayvens"},"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"826356a1-63b3-43c0-a9a6-516bc21be95e:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"failed","evidence_ref":null},{"rank":null,"engine":"google_ai_mode","status":"failed","evidence_ref":null},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"826356a1-63b3-43c0-a9a6-516bc21be95e:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"826356a1-63b3-43c0-a9a6-516bc21be95e:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"826356a1-63b3-43c0-a9a6-516bc21be95e:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"826356a1-63b3-43c0-a9a6-516bc21be95e:claude"}],"prompt_text":"Mikä leasingyhtiö sopii parhaiten pienen asennusyrityksen huoltoautojen kalustamiseen ja leasingiin?","prompt_type":"recommendation","share_of_voice":0,"companies_named":15,"visibility_rate":0,"consensus_answer":"Ayvens soveltuu pienten yritysten hyötyajoneuvoihin ja tarjoaa huoltoleasingia sekä erikoisvarustelua. Järvileasing tarjoaa sähkö- ja LVI-alan yrityksille sopivia työkalujen ja autojen räätälöityjä ratkaisuja. One Leasing Finland tuo pienyrityksille joustavaa palvelua sekä kalustamista yhteistyöverkoston kautta.","consensus_claims":[{"text":"Ayvens soveltuu pienten yritysten hyötyajoneuvoihin ja tarjoaa huoltoleasingia sekä erikoisvarustelua.","sources":[{"engine":"chatgpt","evidence_ref":"826356a1-63b3-43c0-a9a6-516bc21be95e:chatgpt"},{"engine":"perplexity","evidence_ref":"826356a1-63b3-43c0-a9a6-516bc21be95e:perplexity"},{"engine":"claude","evidence_ref":"826356a1-63b3-43c0-a9a6-516bc21be95e:claude"}]},{"text":"Järvileasing tarjoaa sähkö- ja LVI-alan yrityksille sopivia työkalujen ja autojen räätälöityjä ratkaisuja.","sources":[{"engine":"chatgpt","evidence_ref":"826356a1-63b3-43c0-a9a6-516bc21be95e:chatgpt"},{"engine":"gemini","evidence_ref":"826356a1-63b3-43c0-a9a6-516bc21be95e:gemini"},{"engine":"perplexity","evidence_ref":"826356a1-63b3-43c0-a9a6-516bc21be95e:perplexity"}]},{"text":"One Leasing Finland tuo pienyrityksille joustavaa palvelua sekä kalustamista yhteistyöverkoston kautta.","sources":[{"engine":"gemini","evidence_ref":"826356a1-63b3-43c0-a9a6-516bc21be95e:gemini"},{"engine":"copilot","evidence_ref":"826356a1-63b3-43c0-a9a6-516bc21be95e:copilot"}]}],"completed_answers":5,"owned_citation_rate":0},{"id":"6b094039-3482-4f7a-81ef-2ef822c9becb","leader":null,"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"6b094039-3482-4f7a-81ef-2ef822c9becb:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"failed","evidence_ref":null},{"rank":null,"engine":"google_ai_mode","status":"failed","evidence_ref":null},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"6b094039-3482-4f7a-81ef-2ef822c9becb:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"6b094039-3482-4f7a-81ef-2ef822c9becb:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"6b094039-3482-4f7a-81ef-2ef822c9becb:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"6b094039-3482-4f7a-81ef-2ef822c9becb:claude"}],"prompt_text":"Kannattaako yrityksen pakettiautot hankkia huoltoleasingilla vai rahoitusleasingilla?","prompt_type":"comparison","share_of_voice":null,"companies_named":0,"visibility_rate":0,"consensus_answer":"Huoltoleasing sopii yritykselle, joka tavoittelee vaivattomuutta, kuluihin ennakoitavuutta ja jäännösarvoriskin ulkoistamista kiinteällä kuukausimaksulla. Rahoitusleasing tarjoaa alemman kuukausierän ja enemmän joustoa, mutta vastuu huolloista, korjauksista ja jäännösarvosta jää yrityksen itsensä kannettavaksi.","consensus_claims":[{"text":"Huoltoleasing sopii yritykselle, joka tavoittelee vaivattomuutta, kuluihin ennakoitavuutta ja jäännösarvoriskin ulkoistamista kiinteällä kuukausimaksulla.","sources":[{"engine":"gemini","evidence_ref":"6b094039-3482-4f7a-81ef-2ef822c9becb:gemini"},{"engine":"perplexity","evidence_ref":"6b094039-3482-4f7a-81ef-2ef822c9becb:perplexity"},{"engine":"copilot","evidence_ref":"6b094039-3482-4f7a-81ef-2ef822c9becb:copilot"},{"engine":"claude","evidence_ref":"6b094039-3482-4f7a-81ef-2ef822c9becb:claude"}]},{"text":"Rahoitusleasing tarjoaa alemman kuukausierän ja enemmän joustoa, mutta vastuu huolloista, korjauksista ja jäännösarvosta jää yrityksen itsensä kannettavaksi.","sources":[{"engine":"gemini","evidence_ref":"6b094039-3482-4f7a-81ef-2ef822c9becb:gemini"},{"engine":"perplexity","evidence_ref":"6b094039-3482-4f7a-81ef-2ef822c9becb:perplexity"},{"engine":"copilot","evidence_ref":"6b094039-3482-4f7a-81ef-2ef822c9becb:copilot"},{"engine":"claude","evidence_ref":"6b094039-3482-4f7a-81ef-2ef822c9becb:claude"}]}],"completed_answers":5,"owned_citation_rate":0},{"id":"e7e13bda-d2cb-450d-aa11-ae9abf721099","leader":{"is_self":false,"apex_domain":"ayvens.com","canonical_name":"Ayvens"},"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"e7e13bda-d2cb-450d-aa11-ae9abf721099:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"failed","evidence_ref":null},{"rank":null,"engine":"google_ai_mode","status":"failed","evidence_ref":null},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"e7e13bda-d2cb-450d-aa11-ae9abf721099:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"e7e13bda-d2cb-450d-aa11-ae9abf721099:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"e7e13bda-d2cb-450d-aa11-ae9abf721099:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"e7e13bda-d2cb-450d-aa11-ae9abf721099:claude"}],"prompt_text":"Yrityksen autojen huoltojen, rengasvaihtojen ja laskujen pyörittäminen vie liikaa aikaa - miten tämän voisi ulkoistaa helposti?","prompt_type":"problem","share_of_voice":0,"companies_named":7,"visibility_rate":0,"consensus_answer":"Koko kalustonhallinnan voi ulkoistaa yhdelle kumppanille, joka koordinoi huollot, rengastyöt sekä laskutuksen. Täyden palvelun huoltoleasingissä toimenpiteet sisältyvät kiinteään kuukausimaksuun yhdellä kootulla laskulla. Lisäksi toimenpiteet voi keskittää suoraan yhdelle huoltoketjulle keskitetyllä laskutussopimuksella.","consensus_claims":[{"text":"Koko kalustonhallinnan voi ulkoistaa yhdelle kumppanille, joka koordinoi huollot, rengastyöt sekä laskutuksen.","sources":[{"engine":"chatgpt","evidence_ref":"e7e13bda-d2cb-450d-aa11-ae9abf721099:chatgpt"},{"engine":"gemini","evidence_ref":"e7e13bda-d2cb-450d-aa11-ae9abf721099:gemini"},{"engine":"perplexity","evidence_ref":"e7e13bda-d2cb-450d-aa11-ae9abf721099:perplexity"},{"engine":"copilot","evidence_ref":"e7e13bda-d2cb-450d-aa11-ae9abf721099:copilot"},{"engine":"claude","evidence_ref":"e7e13bda-d2cb-450d-aa11-ae9abf721099:claude"}]},{"text":"Täyden palvelun huoltoleasingissä toimenpiteet sisältyvät kiinteään kuukausimaksuun yhdellä kootulla laskulla.","sources":[{"engine":"chatgpt","evidence_ref":"e7e13bda-d2cb-450d-aa11-ae9abf721099:chatgpt"},{"engine":"gemini","evidence_ref":"e7e13bda-d2cb-450d-aa11-ae9abf721099:gemini"},{"engine":"copilot","evidence_ref":"e7e13bda-d2cb-450d-aa11-ae9abf721099:copilot"}]},{"text":"Lisäksi toimenpiteet voi keskittää suoraan yhdelle huoltoketjulle keskitetyllä laskutussopimuksella.","sources":[{"engine":"chatgpt","evidence_ref":"e7e13bda-d2cb-450d-aa11-ae9abf721099:chatgpt"},{"engine":"copilot","evidence_ref":"e7e13bda-d2cb-450d-aa11-ae9abf721099:copilot"}]}],"completed_answers":5,"owned_citation_rate":0}],"attributes":{"role":"Operations Director or Fleet Manager","needs":["Full-service business fleet leasing with maintenance, tyre storage, and replacement vehicle coverage","Light commercial vehicle (LCV) leasing with trade-specific cargo outfitting","New passenger car procurement for management and staff benefit schemes"],"industry":"Cross-industry (field services, logistics, trade, and professional services)","seniority":"Director / Executive","objections":["Lengthy delivery lead times for newly ordered commercial vans and specialized vehicles","High monthly commitment costs compared to reimbursing employee-owned vehicles","Concerns over strict end-of-lease wear-and-tear charges or excess mileage penalties"],"pain_points":["Heavy administrative overhead handling vehicle servicing appointments, seasonal tyre changes, and warranty claims","Unpredictable operational costs stemming from unexpected repairs and fluctuating vehicle resale values","Lost field productivity when work vans break down without immediate replacement transport"],"buying_roles":["decision_maker","executive_sponsor"],"company_size":"Micro to medium-sized enterprises (1-249 employees)","current_tools":["Spreadsheet-based vehicle tracking and mileage logs","Mixed fleet of owned utility vans and piecemeal finance lease contracts"],"buying_triggers":["Expiration of current operational vehicle lease agreements or scheduled fleet replacement intervals","Corporate sustainability goals requiring fleet electrification or lower-emission vehicles","Business growth or new service contracts demanding additional light commercial utility vans"],"generation_hint":"Base this persona on 'Corporate Fleet & Operations Manager'. Corporate decision-maker responsible for staff benefit cars (työsuhdeauto), utility vans, and operational transport solutions. Typical roles: Fleet Manager, Operations Director, Managing Director / Entrepreneur. Buyer group: 'Corporate and SME Fleets' (B2B, Micro (1-9), Small (10-49), Medium (50-249)). They are looking for: Full-Service Business Fleet Leasing, Light Commercial Vehicle (LCV) Leasing, New Car Sales.","jobs_to_be_done":["Procure turnkey light commercial vehicles outfitted for service technicians and mobile trade teams","Administer employee company car benefit policies in accordance with Finnish taxation guidelines","Maintain continuous fleet uptime through coordinated seasonal tyre changes, maintenance, and roadside assistance"],"desired_outcomes":["Predictable, all-inclusive monthly vehicle expenditure with zero balance-sheet residual value risk","Minimal internal administrative time spent on maintenance scheduling, tyre swaps, and invoicing","Reliable uptime for commercial field staff and attractive vehicle benefits for recruiting and retaining talent"],"responsibilities":["Setting and managing corporate vehicle policies and mobility budgets","Ensuring operational readiness of commercial transport for client-facing work","Evaluating fleet financing models, leasing contracts, and total cost of ownership"],"success_measures":["Fleet operational uptime and reduced driver downtime","Adherence to monthly fleet mobility budget without surprise repair bills","On-time vehicle renewals and smooth transition to low-emission fleet models"],"decision_criteria":["Total cost of mobility and all-inclusive monthly fee transparency (servicing, tyres, insurance)","Vehicle delivery timelines and immediate availability of commercial vans and passenger cars","Breadth of powertrain options including electric and plug-in hybrid models","Flexibility of contract durations and annual mileage allowances","Nationwide maintenance and replacement vehicle network coverage"],"organization_type":"private_company","alternatives_considered":["Purchasing vehicles outright via commercial bank financing or hire purchase","Reimbursing employees via personal vehicle mileage allowances (kilometrikorvaus)","Managing maintenance and servicing in-house or through local garage networks","Using short-term commercial vehicle rentals for seasonal peaks"]},"description":"Operational and business leaders in Finnish small and medium-sized enterprises overseeing staff company benefit cars (työsuhdeauto) and utility commercial vans. They focus on securing cost-predictable mobility, reducing vehicle administration, and keeping field operations moving without assuming residual value or repair risks.","customer_type":"business","share_of_voice":0,"visibility_rate":0,"attribute_schema":"persona.business.v2","completed_answers":25,"owned_citation_rate":0},{"id":"a38908ef-de3a-4e25-8c1b-78ff0a865a04","title":"Independent solo consultants","market":"FI","prompts":[{"id":"a3ad58cd-e72f-401e-9436-86e8d75df9d6","leader":{"is_self":false,"apex_domain":"opel.fi","canonical_name":"Opel"},"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"a3ad58cd-e72f-401e-9436-86e8d75df9d6:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"failed","evidence_ref":null},{"rank":null,"engine":"google_ai_mode","status":"failed","evidence_ref":null},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"a3ad58cd-e72f-401e-9436-86e8d75df9d6:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"a3ad58cd-e72f-401e-9436-86e8d75df9d6:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"a3ad58cd-e72f-401e-9436-86e8d75df9d6:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"a3ad58cd-e72f-401e-9436-86e8d75df9d6:claude"}],"prompt_text":"Mistä saa yksityisleasing-auton ilman käsirahaa sisältäen huollot ja talvirenkaat?","prompt_type":"direct","share_of_voice":0,"companies_named":19,"visibility_rate":0,"consensus_answer":"Yksityisleasingin ilman käsirahaa saa useilta automerkeiltä, kuten Opelilta ja Kialta, joiden sopimuksiin sisältyvät määräaikaishuollot sekä talvirenkaat. Palveluita tarjoavat myös itsenäiset leasingyhtiöt kuten Ayvens sekä autoliikkeet kuten K-Auto ja Autobassadone, joiden paketteihin renkaat ja huollot kuuluvat tai ovat lisättävissä.","consensus_claims":[{"text":"Yksityisleasingin ilman käsirahaa saa useilta automerkeiltä, kuten Opelilta ja Kialta, joiden sopimuksiin sisältyvät määräaikaishuollot sekä talvirenkaat.","sources":[{"engine":"chatgpt","evidence_ref":"a3ad58cd-e72f-401e-9436-86e8d75df9d6:chatgpt"},{"engine":"copilot","evidence_ref":"a3ad58cd-e72f-401e-9436-86e8d75df9d6:copilot"},{"engine":"claude","evidence_ref":"a3ad58cd-e72f-401e-9436-86e8d75df9d6:claude"}]},{"text":"Palveluita tarjoavat myös itsenäiset leasingyhtiöt kuten Ayvens sekä autoliikkeet kuten K-Auto ja Autobassadone, joiden paketteihin renkaat ja huollot kuuluvat tai ovat lisättävissä.","sources":[{"engine":"gemini","evidence_ref":"a3ad58cd-e72f-401e-9436-86e8d75df9d6:gemini"},{"engine":"perplexity","evidence_ref":"a3ad58cd-e72f-401e-9436-86e8d75df9d6:perplexity"},{"engine":"copilot","evidence_ref":"a3ad58cd-e72f-401e-9436-86e8d75df9d6:copilot"},{"engine":"claude","evidence_ref":"a3ad58cd-e72f-401e-9436-86e8d75df9d6:claude"}]}],"completed_answers":5,"owned_citation_rate":0},{"id":"ad2bdd41-3fb6-4509-83dd-3232b940b43a","leader":{"is_self":false,"apex_domain":"toyota.fi","canonical_name":"Toyota"},"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"ad2bdd41-3fb6-4509-83dd-3232b940b43a:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"failed","evidence_ref":null},{"rank":null,"engine":"google_ai_mode","status":"failed","evidence_ref":null},{"rank":null,"engine":"gemini","status":"failed","evidence_ref":null},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"ad2bdd41-3fb6-4509-83dd-3232b940b43a:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"ad2bdd41-3fb6-4509-83dd-3232b940b43a:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"ad2bdd41-3fb6-4509-83dd-3232b940b43a:claude"}],"prompt_text":"Minkälaisia huoltoleasing- ja yksityisleasing-vaihtoehtoja on tarjolla 1-2 vuoden sopimuksella?","prompt_type":"discovery","share_of_voice":0,"companies_named":8,"visibility_rate":0,"consensus_answer":"1–12 kuukauden tarpeisiin tarjotaan usein joustavaa minileasingiä, johon sisältyvät tyypillisesti huollot ja vakuutukset. Toyota ja Lexus tarjoavat Easyleasing-sopimuksia 1 tai 2 vuoden sitoutumisajalla, minkä jälkeen sopimus voi jatkua toistaiseksi. Perinteinen huolto- ja yksityisleasing alkaa tavallisesti vasta 24 kuukaudesta esimerkiksi K-Autolla ja Ayvensilla.","consensus_claims":[{"text":"1–12 kuukauden tarpeisiin tarjotaan usein joustavaa minileasingiä, johon sisältyvät tyypillisesti huollot ja vakuutukset.","sources":[{"engine":"chatgpt","evidence_ref":"ad2bdd41-3fb6-4509-83dd-3232b940b43a:chatgpt"},{"engine":"copilot","evidence_ref":"ad2bdd41-3fb6-4509-83dd-3232b940b43a:copilot"},{"engine":"claude","evidence_ref":"ad2bdd41-3fb6-4509-83dd-3232b940b43a:claude"}]},{"text":"Toyota ja Lexus tarjoavat Easyleasing-sopimuksia 1 tai 2 vuoden sitoutumisajalla, minkä jälkeen sopimus voi jatkua toistaiseksi.","sources":[{"engine":"copilot","evidence_ref":"ad2bdd41-3fb6-4509-83dd-3232b940b43a:copilot"},{"engine":"claude","evidence_ref":"ad2bdd41-3fb6-4509-83dd-3232b940b43a:claude"}]},{"text":"Perinteinen huolto- ja yksityisleasing alkaa tavallisesti vasta 24 kuukaudesta esimerkiksi K-Autolla ja Ayvensilla.","sources":[{"engine":"chatgpt","evidence_ref":"ad2bdd41-3fb6-4509-83dd-3232b940b43a:chatgpt"},{"engine":"copilot","evidence_ref":"ad2bdd41-3fb6-4509-83dd-3232b940b43a:copilot"},{"engine":"claude","evidence_ref":"ad2bdd41-3fb6-4509-83dd-3232b940b43a:claude"}]}],"completed_answers":4,"owned_citation_rate":0},{"id":"e4c35148-8d27-41f6-88ee-eb06f1599c96","leader":{"is_self":false,"apex_domain":"k-auto.fi","canonical_name":"K-Auto"},"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"e4c35148-8d27-41f6-88ee-eb06f1599c96:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"failed","evidence_ref":null},{"rank":null,"engine":"google_ai_mode","status":"failed","evidence_ref":null},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"e4c35148-8d27-41f6-88ee-eb06f1599c96:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"e4c35148-8d27-41f6-88ee-eb06f1599c96:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"e4c35148-8d27-41f6-88ee-eb06f1599c96:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"e4c35148-8d27-41f6-88ee-eb06f1599c96:claude"}],"prompt_text":"Mikä yksityisleasing-palvelu on paras, jos tarvitsee auton heti ajoon noin 20 000 kilometrin vuosittaisilla työajoilla?","prompt_type":"recommendation","share_of_voice":0,"companies_named":12,"visibility_rate":0,"consensus_answer":"Yhtä parasta palvelua ei ole, vaan heti ajoon sopivat parhaiten varasto- tai vaihtoleasingautot riittävällä kilometrirajalla. K-Auto tarjoaa heti ajoon saatavia autoja sekä uutena että käytettynä ja mahdollistaa 20 000 kilometrin vuotuisen ajomäärän. Muita nopeita vaihtoehtoja ovat Arval Re-Lease noin kahden viikon toimituksella ja kattava Toyota Easyleasing.","consensus_claims":[{"text":"Yhtä parasta palvelua ei ole, vaan heti ajoon sopivat parhaiten varasto- tai vaihtoleasingautot riittävällä kilometrirajalla.","sources":[{"engine":"chatgpt","evidence_ref":"e4c35148-8d27-41f6-88ee-eb06f1599c96:chatgpt"},{"engine":"gemini","evidence_ref":"e4c35148-8d27-41f6-88ee-eb06f1599c96:gemini"},{"engine":"claude","evidence_ref":"e4c35148-8d27-41f6-88ee-eb06f1599c96:claude"}]},{"text":"K-Auto tarjoaa heti ajoon saatavia autoja sekä uutena että käytettynä ja mahdollistaa 20 000 kilometrin vuotuisen ajomäärän.","sources":[{"engine":"gemini","evidence_ref":"e4c35148-8d27-41f6-88ee-eb06f1599c96:gemini"},{"engine":"perplexity","evidence_ref":"e4c35148-8d27-41f6-88ee-eb06f1599c96:perplexity"},{"engine":"copilot","evidence_ref":"e4c35148-8d27-41f6-88ee-eb06f1599c96:copilot"},{"engine":"claude","evidence_ref":"e4c35148-8d27-41f6-88ee-eb06f1599c96:claude"}]},{"text":"Muita nopeita vaihtoehtoja ovat Arval Re-Lease noin kahden viikon toimituksella ja kattava Toyota Easyleasing.","sources":[{"engine":"chatgpt","evidence_ref":"e4c35148-8d27-41f6-88ee-eb06f1599c96:chatgpt"},{"engine":"copilot","evidence_ref":"e4c35148-8d27-41f6-88ee-eb06f1599c96:copilot"}]}],"completed_answers":5,"owned_citation_rate":0},{"id":"c5928c29-da8f-455b-a217-5df4b4ccf2ef","leader":null,"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"c5928c29-da8f-455b-a217-5df4b4ccf2ef:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"failed","evidence_ref":null},{"rank":null,"engine":"google_ai_mode","status":"failed","evidence_ref":null},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"c5928c29-da8f-455b-a217-5df4b4ccf2ef:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"c5928c29-da8f-455b-a217-5df4b4ccf2ef:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"c5928c29-da8f-455b-a217-5df4b4ccf2ef:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"c5928c29-da8f-455b-a217-5df4b4ccf2ef:claude"}],"prompt_text":"Kannattaako toiminimiyrittäjän ottaa auto yksityisleasingilla vai ostaa omaksi ja laskuttaa kilometrikorvaukset?","prompt_type":"comparison","share_of_voice":null,"companies_named":0,"visibility_rate":0,"consensus_answer":"Toiminimiyrittäjä ei voi maksaa itselleen verovapaita kilometrikorvauksia, mutta työajoista voi tehdä verotuksessa lisävähennyksen. Oman auton ostaminen on usein taloudellisesti edullisempaa, jos ajat paljon tai pidät ajoneuvon pitkään. Yksityisleasing puolestaan tuo ennakoitavat kuukausikulut, poistaa jälleenmyyntiriskin eikä sido pääomaa.","consensus_claims":[{"text":"Toiminimiyrittäjä ei voi maksaa itselleen verovapaita kilometrikorvauksia, mutta työajoista voi tehdä verotuksessa lisävähennyksen.","sources":[{"engine":"chatgpt","evidence_ref":"c5928c29-da8f-455b-a217-5df4b4ccf2ef:chatgpt"},{"engine":"claude","evidence_ref":"c5928c29-da8f-455b-a217-5df4b4ccf2ef:claude"},{"engine":"perplexity","evidence_ref":"c5928c29-da8f-455b-a217-5df4b4ccf2ef:perplexity"}]},{"text":"Oman auton ostaminen on usein taloudellisesti edullisempaa, jos ajat paljon tai pidät ajoneuvon pitkään.","sources":[{"engine":"chatgpt","evidence_ref":"c5928c29-da8f-455b-a217-5df4b4ccf2ef:chatgpt"},{"engine":"copilot","evidence_ref":"c5928c29-da8f-455b-a217-5df4b4ccf2ef:copilot"},{"engine":"claude","evidence_ref":"c5928c29-da8f-455b-a217-5df4b4ccf2ef:claude"}]},{"text":"Yksityisleasing puolestaan tuo ennakoitavat kuukausikulut, poistaa jälleenmyyntiriskin eikä sido pääomaa.","sources":[{"engine":"chatgpt","evidence_ref":"c5928c29-da8f-455b-a217-5df4b4ccf2ef:chatgpt"},{"engine":"copilot","evidence_ref":"c5928c29-da8f-455b-a217-5df4b4ccf2ef:copilot"}]}],"completed_answers":5,"owned_citation_rate":0},{"id":"c7766543-d6f9-4da9-a6d1-25300e998afa","leader":{"is_self":false,"apex_domain":"op.fi","canonical_name":"OP"},"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"c7766543-d6f9-4da9-a6d1-25300e998afa:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"failed","evidence_ref":null},{"rank":null,"engine":"google_ai_mode","status":"failed","evidence_ref":null},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"c7766543-d6f9-4da9-a6d1-25300e998afa:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"c7766543-d6f9-4da9-a6d1-25300e998afa:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"c7766543-d6f9-4da9-a6d1-25300e998afa:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"c7766543-d6f9-4da9-a6d1-25300e998afa:claude"}],"prompt_text":"Vanha auto aiheuttaa jatkuvasti yllättäviä huoltolaskuja ja tarvitsen luotettavan auton asiakaskäynteihin. Miten saan auton kiinteällä kuukausihinnalla ilman arvon aleneman riskiä?","prompt_type":"problem","share_of_voice":0,"companies_named":3,"visibility_rate":0,"consensus_answer":"Paras ratkaisu on huolto- tai yksityisleasing, jossa auto palautetaan kauden päättyessä ja jäännösarvoriski jää rahoitusyhtiölle. Huoltoleasing kattaa kiinteään kuukausihintaan määräaikaishuollot, tekniset korjaukset sekä usein renkaat ja sijaisautopalvelun. Lyhyempään tarpeeseen joustavuutta tarjoaa autotilaus tai minileasing, johon kulut sisältyvät vastaavasti yhteen kuukausimaksuun.","consensus_claims":[{"text":"Paras ratkaisu on huolto- tai yksityisleasing, jossa auto palautetaan kauden päättyessä ja jäännösarvoriski jää rahoitusyhtiölle.","sources":[{"engine":"chatgpt","evidence_ref":"c7766543-d6f9-4da9-a6d1-25300e998afa:chatgpt"},{"engine":"gemini","evidence_ref":"c7766543-d6f9-4da9-a6d1-25300e998afa:gemini"},{"engine":"copilot","evidence_ref":"c7766543-d6f9-4da9-a6d1-25300e998afa:copilot"},{"engine":"claude","evidence_ref":"c7766543-d6f9-4da9-a6d1-25300e998afa:claude"}]},{"text":"Huoltoleasing kattaa kiinteään kuukausihintaan määräaikaishuollot, tekniset korjaukset sekä usein renkaat ja sijaisautopalvelun.","sources":[{"engine":"chatgpt","evidence_ref":"c7766543-d6f9-4da9-a6d1-25300e998afa:chatgpt"},{"engine":"gemini","evidence_ref":"c7766543-d6f9-4da9-a6d1-25300e998afa:gemini"},{"engine":"copilot","evidence_ref":"c7766543-d6f9-4da9-a6d1-25300e998afa:copilot"},{"engine":"claude","evidence_ref":"c7766543-d6f9-4da9-a6d1-25300e998afa:claude"}]},{"text":"Lyhyempään tarpeeseen joustavuutta tarjoaa autotilaus tai minileasing, johon kulut sisältyvät vastaavasti yhteen kuukausimaksuun.","sources":[{"engine":"gemini","evidence_ref":"c7766543-d6f9-4da9-a6d1-25300e998afa:gemini"},{"engine":"copilot","evidence_ref":"c7766543-d6f9-4da9-a6d1-25300e998afa:copilot"},{"engine":"claude","evidence_ref":"c7766543-d6f9-4da9-a6d1-25300e998afa:claude"}]}],"completed_answers":5,"owned_citation_rate":0}],"attributes":{"role":"Independent Consultant / Sole Proprietor","needs":["Private car leasing (yksityisleasing) with transparent monthly fees and no down payment","Turnkey service package covering scheduled maintenance, roadside assistance, and seasonal tyre changes","Contract mileage options compatible with annual professional and private driving (15,000–25,000 km)"],"industry":"Professional, scientific, and technical services","seniority":"Owner / Founder","objections":["Financial penalties or contract lock-in if a key client project terminates prematurely","High per-kilometre charges if business travel demands exceed initial mileage estimates","Strict credit underwriting criteria applied by financing partners"],"pain_points":["Fleet leasing providers often reject micro-entrepreneurs or require onerous security deposits","Unexpected repair and maintenance bills on an owned vehicle disrupt monthly operating cash flow","Time spent coordinating vehicle servicing and winter tyre changes detracts from billable client hours"],"buying_roles":["decision_maker","end_user"],"company_size":"Self-employed (1 person)","current_tools":["Older personally owned passenger car","Manual logbook for mileage and travel allowance claims"],"buying_triggers":["Securing a new multi-month client project requiring regular travel to client sites outside major transit hubs","Failure or impending major repair bills on an older personal car used for business driving","Need to preserve working capital rather than committing cash to a car purchase or down payment"],"generation_hint":"Base this persona on a typical buyer of 'Private Car Leasing (Yksityisleasing)' in this market from a buyer group other than: Consumer / Private Motorists; Corporate and SME Fleets. Their role, company size and buying trigger differ from the other personas.","jobs_to_be_done":["Acquire a modern, dependable passenger vehicle for client visits without tied-up capital","Outsource routine servicing, seasonal tyre swaps, and maintenance risks to a single provider","Maintain flexibility to adjust vehicle arrangements between longer-term client engagements"],"desired_outcomes":["Predictable, all-inclusive monthly vehicle expenditure with zero depreciation risk","Dependable daily transport for client meetings and regional travel throughout Finnish seasonal conditions","Streamlined expense accounting through fixed invoicing and standard travel allowance claims"],"responsibilities":["Managing client engagements and traveling to on-site meetings across Finland","Balancing business cash flow, personal income, and operational mobility costs","Filing driving logbooks and claiming business travel expenses accurately"],"success_measures":["Zero unscheduled downtime or unexpected maintenance costs impacting billable work","Monthly vehicle costs stay strictly within agreed operational budget limits","Seamless vehicle maintenance and seasonal changeovers managed by the leasing provider"],"decision_criteria":["Total monthly cost predictability with servicing and winter tyres included","Contract duration flexibility (12 to 24 months) matching project horizons","Availability of fuel-efficient hybrid or electric passenger models","Simplicity of personal credit approval over complex corporate leasing vetting"],"organization_type":"private_company","alternatives_considered":["Purchasing a pre-owned vehicle using personal savings","Traditional hire-purchase financing or bank loan","Relying on public transport, trains, and short-term car rentals","Attempting to secure business fleet leasing under a sole proprietorship"]},"description":"A self-employed professional or sole proprietor (toiminimiyrittäjä) in Finland who requires reliable mobility to visit clients and project sites across the country. Because business fleet leasing typically demands extensive corporate credit histories and financial statements that solo entrepreneurs lack, they opt for private car leasing (yksityisleasing) in their own name. This arrangement provides fixed monthly vehicle expenses, eliminates vehicle depreciation risks, and allows clear tracking of business mileage for tax allowances without draining working capital.","customer_type":"business","share_of_voice":0,"visibility_rate":0,"attribute_schema":"persona.business.v2","completed_answers":24,"owned_citation_rate":0},{"id":"9117b2c0-7564-40ef-876f-2d9959363344","title":"Independent taxi operators","market":"FI","prompts":[{"id":"256124c4-effc-41c3-903c-c69d773ec031","leader":{"is_self":false,"apex_domain":"k-auto.fi","canonical_name":"K-Auto"},"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"256124c4-effc-41c3-903c-c69d773ec031:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"failed","evidence_ref":null},{"rank":null,"engine":"google_ai_mode","status":"failed","evidence_ref":null},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"256124c4-effc-41c3-903c-c69d773ec031:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"256124c4-effc-41c3-903c-c69d773ec031:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"256124c4-effc-41c3-903c-c69d773ec031:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"256124c4-effc-41c3-903c-c69d773ec031:claude"}],"prompt_text":"Mistä löytää heti toimitukseen ALV-vähennyskelpoisen vähän ajetun hybridivaihtoauton yritykselle?","prompt_type":"direct","share_of_voice":0,"companies_named":13,"visibility_rate":0,"consensus_answer":"Nettiautossa ja Autotalli.comissa hakua voi rajata suoraan hybridivoimanlähteellä, ALV-vähennyskelpoisuudella sekä nopealla toimituksella. 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K-Autolla on yrityksille erillinen lisäturva, mutta se rajaa taksi- ja vuokraamokäytön ehtojensa ulkopuolelle.","consensus_claims":[{"text":"Veho tarjoaa tarkastettuja hyöty- ja vaihtoautoja esimerkiksi Veho Turvalla tai Mercedes-Benz Certified -takuulla.","sources":[{"engine":"claude","evidence_ref":"17387701-ad26-485f-9e5b-7cb0ce75a798:claude"},{"engine":"copilot","evidence_ref":"17387701-ad26-485f-9e5b-7cb0ce75a798:copilot"}]},{"text":"Kamux tarjoaa tarkastettuihin autoihin yrityksille suunnatun Kamux YritysPlus -lisävastuusitoumuksen.","sources":[{"engine":"claude","evidence_ref":"17387701-ad26-485f-9e5b-7cb0ce75a798:claude"},{"engine":"copilot","evidence_ref":"17387701-ad26-485f-9e5b-7cb0ce75a798:copilot"}]},{"text":"K-Autolla on yrityksille erillinen lisäturva, mutta se rajaa taksi- ja vuokraamokäytön ehtojensa ulkopuolelle.","sources":[{"engine":"chatgpt","evidence_ref":"17387701-ad26-485f-9e5b-7cb0ce75a798:chatgpt"},{"engine":"copilot","evidence_ref":"17387701-ad26-485f-9e5b-7cb0ce75a798:copilot"}]}],"completed_answers":5,"owned_citation_rate":0},{"id":"a61107f7-9351-4e92-b5e7-e3aa4ebb2a2e","leader":{"is_self":false,"apex_domain":"k-auto.fi","canonical_name":"K-Auto"},"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"a61107f7-9351-4e92-b5e7-e3aa4ebb2a2e:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"failed","evidence_ref":null},{"rank":null,"engine":"google_ai_mode","status":"failed","evidence_ref":null},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"a61107f7-9351-4e92-b5e7-e3aa4ebb2a2e:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"a61107f7-9351-4e92-b5e7-e3aa4ebb2a2e:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"a61107f7-9351-4e92-b5e7-e3aa4ebb2a2e:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"a61107f7-9351-4e92-b5e7-e3aa4ebb2a2e:claude"}],"prompt_text":"Mikä autoliike kannattaa valita, kun tarvitsee heti ajovalmiin ja luotettavan vaihtoauton taksiyritykselle?","prompt_type":"recommendation","share_of_voice":0,"companies_named":12,"visibility_rate":0,"consensus_answer":"Ammattikäyttöön suositellaan merkkiliikkeitä, kuten Käyttöautoa, Vehoa tai Toyotaa, joilla on räätälöityjä taksipalveluja, lisäturvia sekä nopeaa huoltoa. Suuret ketjut, kuten Saka ja Kamux, tarjoavat laajan valikoiman heti ajoon sopivia vaihtoautoja, joiden joukossa on myös valmiita taksihistoriallisia malleja.","consensus_claims":[{"text":"Ammattikäyttöön suositellaan merkkiliikkeitä, kuten Käyttöautoa, Vehoa tai Toyotaa, joilla on räätälöityjä taksipalveluja, lisäturvia sekä nopeaa huoltoa.","sources":[{"engine":"chatgpt","evidence_ref":"a61107f7-9351-4e92-b5e7-e3aa4ebb2a2e:chatgpt"},{"engine":"copilot","evidence_ref":"a61107f7-9351-4e92-b5e7-e3aa4ebb2a2e:copilot"},{"engine":"gemini","evidence_ref":"a61107f7-9351-4e92-b5e7-e3aa4ebb2a2e:gemini"}]},{"text":"Suuret ketjut, kuten Saka ja Kamux, tarjoavat laajan valikoiman heti ajoon sopivia vaihtoautoja, joiden joukossa on myös valmiita taksihistoriallisia malleja.","sources":[{"engine":"claude","evidence_ref":"a61107f7-9351-4e92-b5e7-e3aa4ebb2a2e:claude"},{"engine":"copilot","evidence_ref":"a61107f7-9351-4e92-b5e7-e3aa4ebb2a2e:copilot"},{"engine":"gemini","evidence_ref":"a61107f7-9351-4e92-b5e7-e3aa4ebb2a2e:gemini"}]}],"completed_answers":5,"owned_citation_rate":0},{"id":"225b07eb-ed46-4b34-a0c0-77717b0e6de8","leader":null,"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"225b07eb-ed46-4b34-a0c0-77717b0e6de8:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"failed","evidence_ref":null},{"rank":null,"engine":"google_ai_mode","status":"failed","evidence_ref":null},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"225b07eb-ed46-4b34-a0c0-77717b0e6de8:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"225b07eb-ed46-4b34-a0c0-77717b0e6de8:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"225b07eb-ed46-4b34-a0c0-77717b0e6de8:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"225b07eb-ed46-4b34-a0c0-77717b0e6de8:claude"}],"prompt_text":"Kannattaako ammattiajoon ostaa vaihtoauto autoliikkeestä vai suoraan yksityiseltä myyjältä?","prompt_type":"comparison","share_of_voice":null,"companies_named":0,"visibility_rate":0,"consensus_answer":"Autoliike on ammattiajoon usein turvallisempi valinta, sillä auton rikkoutuminen ja seisonta aiheuttavat suoraa tulonmenetystä. Yksityiseltä ostaminen tarjoaa usein halvemman hinnan, mutta liikkeestä saa helpommin rahoituksen sekä mahdollisia lisätakuita. Yritykselle tai elinkeinotoimintaan ostettaessa ei välttämättä saa kuluttajansuojalain mukaista suojaa edes liikkeestä.","consensus_claims":[{"text":"Autoliike on ammattiajoon usein turvallisempi valinta, sillä auton rikkoutuminen ja seisonta aiheuttavat suoraa tulonmenetystä.","sources":[{"engine":"chatgpt","evidence_ref":"225b07eb-ed46-4b34-a0c0-77717b0e6de8:chatgpt"},{"engine":"gemini","evidence_ref":"225b07eb-ed46-4b34-a0c0-77717b0e6de8:gemini"},{"engine":"perplexity","evidence_ref":"225b07eb-ed46-4b34-a0c0-77717b0e6de8:perplexity"},{"engine":"copilot","evidence_ref":"225b07eb-ed46-4b34-a0c0-77717b0e6de8:copilot"},{"engine":"claude","evidence_ref":"225b07eb-ed46-4b34-a0c0-77717b0e6de8:claude"}]},{"text":"Yksityiseltä ostaminen tarjoaa usein halvemman hinnan, mutta liikkeestä saa helpommin rahoituksen sekä mahdollisia lisätakuita.","sources":[{"engine":"chatgpt","evidence_ref":"225b07eb-ed46-4b34-a0c0-77717b0e6de8:chatgpt"},{"engine":"gemini","evidence_ref":"225b07eb-ed46-4b34-a0c0-77717b0e6de8:gemini"},{"engine":"copilot","evidence_ref":"225b07eb-ed46-4b34-a0c0-77717b0e6de8:copilot"}]},{"text":"Yritykselle tai elinkeinotoimintaan ostettaessa ei välttämättä saa kuluttajansuojalain mukaista suojaa edes liikkeestä.","sources":[{"engine":"chatgpt","evidence_ref":"225b07eb-ed46-4b34-a0c0-77717b0e6de8:chatgpt"}]}],"completed_answers":5,"owned_citation_rate":0},{"id":"1b69a761-a210-4824-96ed-6e6fcb8f6c13","leader":{"is_self":false,"apex_domain":"ayvens.com","canonical_name":"Ayvens"},"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"1b69a761-a210-4824-96ed-6e6fcb8f6c13:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"failed","evidence_ref":null},{"rank":null,"engine":"google_ai_mode","status":"failed","evidence_ref":null},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"1b69a761-a210-4824-96ed-6e6fcb8f6c13:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"1b69a761-a210-4824-96ed-6e6fcb8f6c13:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"1b69a761-a210-4824-96ed-6e6fcb8f6c13:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"1b69a761-a210-4824-96ed-6e6fcb8f6c13:claude"}],"prompt_text":"Taksiauto meni rikki ja työt seisovat. 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mentions in 33% of AI answers, K-Auto is this study's most-mentioned company. ChatGPT mentions Ayvens most often, while Gemini names K-Auto most often. The answers span 77 companies, with 12 accounting for at least half of all company mentions. K-Auto is most visible for the customer profile \"Independent taxi operators\", appearing in 44% of those answers. The most frequently cited source is k-auto.fi. 5 companies appear in answers from every measured assistant. At least 53% of recorded source links point to websites of companies named in this study."}}