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Kotimaisista erikoistoimijoista FCG Finnish Consulting Group tukee kuntia erityisesti johtamisjärjestelmissä, palveluverkkoselvityksissä ja talouden tasapainottamisessa.","consensus_claims":[{"text":"Suuret kansainväliset konsultti- ja tilintarkastusjätit, kuten Deloitte, PwC, KPMG ja EY, tarjoavat julkishallinnolle laajoja strategia-, muutosjohtamis- ja taloussopeutuspalveluja.","sources":[{"engine":"google_ai_overviews","evidence_ref":"a4157b72-bc08-454a-926a-069d55454593:google_ai_overviews"},{"engine":"google_ai_mode","evidence_ref":"a4157b72-bc08-454a-926a-069d55454593:google_ai_mode"},{"engine":"gemini","evidence_ref":"a4157b72-bc08-454a-926a-069d55454593:gemini"},{"engine":"perplexity","evidence_ref":"a4157b72-bc08-454a-926a-069d55454593:perplexity"},{"engine":"copilot","evidence_ref":"a4157b72-bc08-454a-926a-069d55454593:copilot"}]},{"text":"Kotimaisista erikoistoimijoista FCG Finnish Consulting Group tukee kuntia erityisesti johtamisjärjestelmissä, palveluverkkoselvityksissä ja talouden tasapainottamisessa.","sources":[{"engine":"chatgpt","evidence_ref":"a4157b72-bc08-454a-926a-069d55454593:chatgpt"},{"engine":"google_ai_overviews","evidence_ref":"a4157b72-bc08-454a-926a-069d55454593:google_ai_overviews"},{"engine":"google_ai_mode","evidence_ref":"a4157b72-bc08-454a-926a-069d55454593:google_ai_mode"},{"engine":"copilot","evidence_ref":"a4157b72-bc08-454a-926a-069d55454593:copilot"},{"engine":"claude","evidence_ref":"a4157b72-bc08-454a-926a-069d55454593:claude"}]}],"completed_answers":7,"owned_citation_rate":0},{"id":"d4bcf413-1255-445b-be06-a8b73a45084b","leader":{"is_self":false,"apex_domain":"deloitte.com","canonical_name":"Deloitte"},"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"d4bcf413-1255-445b-be06-a8b73a45084b:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"absent","evidence_ref":"d4bcf413-1255-445b-be06-a8b73a45084b:google_ai_overviews"},{"rank":null,"engine":"google_ai_mode","status":"absent","evidence_ref":"d4bcf413-1255-445b-be06-a8b73a45084b:google_ai_mode"},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"d4bcf413-1255-445b-be06-a8b73a45084b:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"d4bcf413-1255-445b-be06-a8b73a45084b:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"d4bcf413-1255-445b-be06-a8b73a45084b:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"d4bcf413-1255-445b-be06-a8b73a45084b:claude"}],"prompt_text":"Mikä konsulttiyhtiö kannattaa valita kunnan hankintaprosessien ja tilaustoimitusketjun kokonaisuudistukseen?","prompt_type":"recommendation","share_of_voice":0,"companies_named":19,"visibility_rate":0,"consensus_answer":"Yhtä parasta konsulttiyhtiötä ei voi suositella suoraan, sillä sopivin valinta riippuu kunnan tavoitteista ja uudistuksen painopisteestä. Kuntasektorin kokonaisosaajaksi ja hallinnon kehittäjäksi suositellaan usein FCG:tä (FCG Finnish Consulting Group). Laajoissa järjestelmäintegraatioissa ja strategisissa muutosprojekteissa vaihtoehtoja ovat Deloitte, KPMG ja CGI.","consensus_claims":[{"text":"Yhtä parasta konsulttiyhtiötä ei voi suositella suoraan, sillä sopivin valinta riippuu kunnan tavoitteista ja uudistuksen painopisteestä.","sources":[{"engine":"google_ai_overviews","evidence_ref":"d4bcf413-1255-445b-be06-a8b73a45084b:google_ai_overviews"},{"engine":"google_ai_mode","evidence_ref":"d4bcf413-1255-445b-be06-a8b73a45084b:google_ai_mode"},{"engine":"perplexity","evidence_ref":"d4bcf413-1255-445b-be06-a8b73a45084b:perplexity"},{"engine":"claude","evidence_ref":"d4bcf413-1255-445b-be06-a8b73a45084b:claude"}]},{"text":"Kuntasektorin kokonaisosaajaksi ja hallinnon kehittäjäksi suositellaan usein FCG:tä (FCG Finnish Consulting Group).","sources":[{"engine":"chatgpt","evidence_ref":"d4bcf413-1255-445b-be06-a8b73a45084b:chatgpt"},{"engine":"google_ai_mode","evidence_ref":"d4bcf413-1255-445b-be06-a8b73a45084b:google_ai_mode"}]},{"text":"Laajoissa järjestelmäintegraatioissa ja strategisissa muutosprojekteissa vaihtoehtoja ovat Deloitte, KPMG ja CGI.","sources":[{"engine":"google_ai_overviews","evidence_ref":"d4bcf413-1255-445b-be06-a8b73a45084b:google_ai_overviews"},{"engine":"copilot","evidence_ref":"d4bcf413-1255-445b-be06-a8b73a45084b:copilot"}]}],"completed_answers":7,"owned_citation_rate":0},{"id":"c44affea-8b08-45c3-90ca-2604870ff3d7","leader":null,"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"c44affea-8b08-45c3-90ca-2604870ff3d7:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"absent","evidence_ref":"c44affea-8b08-45c3-90ca-2604870ff3d7:google_ai_overviews"},{"rank":null,"engine":"google_ai_mode","status":"absent","evidence_ref":"c44affea-8b08-45c3-90ca-2604870ff3d7:google_ai_mode"},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"c44affea-8b08-45c3-90ca-2604870ff3d7:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"c44affea-8b08-45c3-90ca-2604870ff3d7:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"c44affea-8b08-45c3-90ca-2604870ff3d7:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"c44affea-8b08-45c3-90ca-2604870ff3d7:claude"}],"prompt_text":"Kannattaako kunnan hankintojen tehostaminen tehdä sisäisenä kehityshankkeena vai ulkoisen johdon konsultin avulla?","prompt_type":"comparison","share_of_voice":null,"companies_named":0,"visibility_rate":0,"consensus_answer":"Useimmiten suositellaan hybridimallia, jossa kunta vastaa muutoksesta ja ulkopuolinen asiantuntija tukee kehittämistä. Sisäinen hanke kerryttää osaamista edullisemmin, mutta voi edetä hitaasti arjen kiireiden ja muutosvastarinnan takia. Ulkoinen konsultti puolestaan tuo vertailutietoa, vauhtia ja riippumattomuutta vanhojen käytäntöjen haastamiseen.","consensus_claims":[{"text":"Useimmiten suositellaan hybridimallia, jossa kunta vastaa muutoksesta ja ulkopuolinen asiantuntija tukee kehittämistä.","sources":[{"engine":"chatgpt","evidence_ref":"c44affea-8b08-45c3-90ca-2604870ff3d7:chatgpt"},{"engine":"google_ai_overviews","evidence_ref":"c44affea-8b08-45c3-90ca-2604870ff3d7:google_ai_overviews"},{"engine":"copilot","evidence_ref":"c44affea-8b08-45c3-90ca-2604870ff3d7:copilot"}]},{"text":"Sisäinen hanke kerryttää osaamista edullisemmin, mutta voi edetä hitaasti arjen kiireiden ja muutosvastarinnan takia.","sources":[{"engine":"chatgpt","evidence_ref":"c44affea-8b08-45c3-90ca-2604870ff3d7:chatgpt"},{"engine":"google_ai_mode","evidence_ref":"c44affea-8b08-45c3-90ca-2604870ff3d7:google_ai_mode"},{"engine":"gemini","evidence_ref":"c44affea-8b08-45c3-90ca-2604870ff3d7:gemini"}]},{"text":"Ulkoinen konsultti puolestaan tuo vertailutietoa, vauhtia ja riippumattomuutta vanhojen käytäntöjen haastamiseen.","sources":[{"engine":"gemini","evidence_ref":"c44affea-8b08-45c3-90ca-2604870ff3d7:gemini"},{"engine":"google_ai_mode","evidence_ref":"c44affea-8b08-45c3-90ca-2604870ff3d7:google_ai_mode"}]}],"completed_answers":7,"owned_citation_rate":0},{"id":"afcedbff-251a-47c9-87d1-32927efe0ca8","leader":null,"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"afcedbff-251a-47c9-87d1-32927efe0ca8:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"absent","evidence_ref":"afcedbff-251a-47c9-87d1-32927efe0ca8:google_ai_overviews"},{"rank":null,"engine":"google_ai_mode","status":"absent","evidence_ref":"afcedbff-251a-47c9-87d1-32927efe0ca8:google_ai_mode"},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"afcedbff-251a-47c9-87d1-32927efe0ca8:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"afcedbff-251a-47c9-87d1-32927efe0ca8:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"afcedbff-251a-47c9-87d1-32927efe0ca8:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"afcedbff-251a-47c9-87d1-32927efe0ca8:claude"}],"prompt_text":"Miten kunnan hajautuneet ostot ja karkaavat palvelukustannukset saadaan kuriin hankintalain puitteissa?","prompt_type":"problem","share_of_voice":null,"companies_named":0,"visibility_rate":0,"consensus_answer":"Kunnan ostot saadaan kuriin keskittämällä hankintojen strateginen ohjaus ja sopimushallinta, vaikka tilaaminen jäisi yksiköille. Ostolaskudatan analyysi paljastaa päällekkäiset toimitukset, sopimuksettomat ohiostot ja toistuvat pienhankinnat. Pilkkomiskiellon noudattamiseksi toistuvat tarpeet on koottava yhteisiksi kilpailutuksiksi tai puitejärjestelyiksi.","consensus_claims":[{"text":"Kunnan ostot saadaan kuriin keskittämällä hankintojen strateginen ohjaus ja sopimushallinta, vaikka tilaaminen jäisi yksiköille.","sources":[{"engine":"google_ai_overviews","evidence_ref":"afcedbff-251a-47c9-87d1-32927efe0ca8:google_ai_overviews"},{"engine":"google_ai_mode","evidence_ref":"afcedbff-251a-47c9-87d1-32927efe0ca8:google_ai_mode"},{"engine":"perplexity","evidence_ref":"afcedbff-251a-47c9-87d1-32927efe0ca8:perplexity"}]},{"text":"Ostolaskudatan analyysi paljastaa päällekkäiset toimitukset, sopimuksettomat ohiostot ja toistuvat pienhankinnat.","sources":[{"engine":"chatgpt","evidence_ref":"afcedbff-251a-47c9-87d1-32927efe0ca8:chatgpt"},{"engine":"google_ai_overviews","evidence_ref":"afcedbff-251a-47c9-87d1-32927efe0ca8:google_ai_overviews"},{"engine":"gemini","evidence_ref":"afcedbff-251a-47c9-87d1-32927efe0ca8:gemini"}]},{"text":"Pilkkomiskiellon noudattamiseksi toistuvat tarpeet on koottava yhteisiksi kilpailutuksiksi tai puitejärjestelyiksi.","sources":[{"engine":"google_ai_overviews","evidence_ref":"afcedbff-251a-47c9-87d1-32927efe0ca8:google_ai_overviews"},{"engine":"claude","evidence_ref":"afcedbff-251a-47c9-87d1-32927efe0ca8:claude"}]}],"completed_answers":7,"owned_citation_rate":0}],"attributes":{"role":"Head of Procurement / Operations Director","needs":["Operations and performance improvement consulting","Strategic procurement advisory and category management optimization","Operating model redesign suited for public administration environments"],"industry":"Public Administration and Municipal Services","seniority":"Director / Executive level","objections":["Concern that external consultants lack practical familiarity with Finnish public procurement law and administrative constraints","Risk of receiving generic private-sector recommendations that cannot be implemented within a municipal stakeholder structure","High consulting fees that may be difficult to defend under municipal budget scrutiny without guaranteed return on investment"],"pain_points":["Elevated operating costs driven by fragmented purchasing across departments","Limited in-house data analytics capabilities to evaluate spend patterns and supplier performance","Vulnerability to supply disruptions and contractor performance disputes in municipal operations","Heavy administrative burdens slowing down strategic sourcing and operational renewal"],"buying_roles":["decision_maker","technical_evaluator"],"company_size":"Government agencies, regional authorities, and municipalities (500+ employees)","current_tools":["Public procurement portal (Hilma)","Enterprise resource planning (ERP) systems for public administration","Spreadsheets and manual contract tracking tools"],"buying_triggers":["Budget constraints and inflationary cost pressures across municipal services and regional infrastructure","Mandates to modernize public procurement operations and optimize category management","Supply chain bottlenecks and rising supplier performance risks in public utilities or logistics operations"],"generation_hint":"Base this persona on 'Chief Operating Officer / Procurement Director'. Operational and procurement leaders responsible for operational efficiency, supply chain resilience, and lean cost management across manufacturing, logistics, and service operations. Typical roles: Chief Operating Officer (COO), Head of Procurement / CPO, VP of Supply Chain, Operations Director. Buyer group: 'Public Sector Bodies and Municipalities' (public_sector, Government agencies, Regional authorities, Municipalities). They are looking for: Operations and Performance Improvement, Procurement Advisory.","jobs_to_be_done":["Reorganize procurement operating models to achieve economies of scale across municipal units","Identify and eliminate operational inefficiencies in public service delivery and logistics","Establish robust strategic sourcing frameworks and supplier performance management systems"],"approval_process":["Drafting of service specification by municipal operational and procurement leadership","Legal compliance review under public procurement legislation","Competitive tendering or mini-competition via public procurement portal","Formal review and budget sign-off by municipal procurement board or executive committee"],"desired_outcomes":["Measurable cost savings and improved capital efficiency across public procurement categories","Streamlined administrative workflows and reduced procurement cycle times","Enhanced supplier resilience, risk monitoring, and operational continuity for essential public services","Transparent, auditable procurement practices that withstand regulatory and public scrutiny"],"responsibilities":["Directing procurement strategy, category management, and supplier relationships across public operations","Driving operational cost efficiency, process lean management, and service quality improvements","Ensuring strict adherence to administrative regulations, public transparency, and sustainability goals"],"success_measures":["Quantifiable reduction in operational and procurement expenditure across managed categories","Percentage of spend managed through compliant, strategic framework contracts","Improvement in operational turnaround times and public service delivery metrics"],"decision_criteria":["Demonstrated expertise in public sector operating models and Finnish procurement regulations","Actionable and execution-oriented operational recommendations rather than purely theoretical frameworks","Transparent fee structures aligned with public sector budget thresholds and measurable efficiency gains","Cultural fit and consensus-driven stakeholder management across administrative departments"],"organization_type":"government","security_requirements":["Adherence to Finnish public sector data protection regulations and GDPR","Confidentiality protocols regarding non-public municipal contract and supplier terms"],"alternatives_considered":["Conducting operational reviews using internal municipal audit teams","Relying on state-level centralized procurement framework agreements (such as Hansel) without tailored advisory","Hiring independent freelance procurement specialists","Maintaining current operational practices and handling supply bottlenecks reactively"],"compliance_requirements":["Compliance with Finnish Act on Public Procurement and Concession Contracts (Hankintalaki) and EU procurement directives","Public governance transparency and auditability standards","Public sector sustainability and social responsibility procurement criteria"],"procurement_constraints":["Requirement for open, transparent competitive bidding under public procurement thresholds","Strict fixed-budget caps and predefined evaluation scorecards","Requirement for deliverables to be documented in Finnish administrative formats"],"integration_requirements":["Compatibility with municipal financial management and ERP platforms","Alignment with public sector e-procurement and contract repository workflows"]},"description":"Operational and procurement executives within Finnish municipalities, regional authorities, and public agencies responsible for enhancing service delivery efficiency, optimizing procurement spend, and ensuring resilient supply operations under strict regulatory governance.","customer_type":"enterprise","share_of_voice":0,"visibility_rate":0,"attribute_schema":"persona.enterprise.v2","completed_answers":35,"owned_citation_rate":0},{"id":"3b9b98ed-53b8-41c5-b828-161edb161f0e","title":"Municipal Strategy Directors","market":"FI","prompts":[{"id":"190c68f9-caa3-4165-a84a-91d9cc06fc90","leader":{"is_self":false,"apex_domain":"fcg.fi","canonical_name":"FCG Finnish Consulting Group"},"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"190c68f9-caa3-4165-a84a-91d9cc06fc90:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"absent","evidence_ref":"190c68f9-caa3-4165-a84a-91d9cc06fc90:google_ai_overviews"},{"rank":null,"engine":"google_ai_mode","status":"absent","evidence_ref":"190c68f9-caa3-4165-a84a-91d9cc06fc90:google_ai_mode"},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"190c68f9-caa3-4165-a84a-91d9cc06fc90:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"190c68f9-caa3-4165-a84a-91d9cc06fc90:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"190c68f9-caa3-4165-a84a-91d9cc06fc90:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"190c68f9-caa3-4165-a84a-91d9cc06fc90:claude"}],"prompt_text":"Tarvitsemme ulkoista konsulttiapua kuntastrategian ja hiilineutraaliustiekartan laadintaan. Mitkä toimijat tekevät näitä Suomessa?","prompt_type":"direct","share_of_voice":0,"companies_named":22,"visibility_rate":0,"consensus_answer":null,"consensus_claims":[],"completed_answers":7,"owned_citation_rate":0},{"id":"50f44fdf-1b49-45c3-a71e-9a34cf9a0843","leader":{"is_self":false,"apex_domain":"fcg.fi","canonical_name":"FCG Finnish Consulting Group"},"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"50f44fdf-1b49-45c3-a71e-9a34cf9a0843:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"absent","evidence_ref":"50f44fdf-1b49-45c3-a71e-9a34cf9a0843:google_ai_overviews"},{"rank":null,"engine":"google_ai_mode","status":"absent","evidence_ref":"50f44fdf-1b49-45c3-a71e-9a34cf9a0843:google_ai_mode"},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"50f44fdf-1b49-45c3-a71e-9a34cf9a0843:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"50f44fdf-1b49-45c3-a71e-9a34cf9a0843:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"50f44fdf-1b49-45c3-a71e-9a34cf9a0843:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"50f44fdf-1b49-45c3-a71e-9a34cf9a0843:claude"}],"prompt_text":"Mitä liikkeenjohdon konsulttitoimistoja Suomessa on erikoistunut julkisen sektorin ja kuntien strategiaprosesseihin?","prompt_type":"discovery","share_of_voice":0,"companies_named":25,"visibility_rate":0,"consensus_answer":"FCG Finnish Consulting Group on kuntastrategioiden keskeisimpiä toimijoita satojen julkisten projektien kokemuksella. MDI on erikoistunut aluekehitykseen, elinvoimaan ja ennakointiin kuntien sekä kaupunkien strategiatyössä. Perlacon puolestaan tukee kuntia strategian ja talouden sopeuttamisen yhteensovittamisessa.","consensus_claims":[{"text":"FCG Finnish Consulting Group on kuntastrategioiden keskeisimpiä toimijoita satojen julkisten projektien kokemuksella.","sources":[{"engine":"chatgpt","evidence_ref":"50f44fdf-1b49-45c3-a71e-9a34cf9a0843:chatgpt"},{"engine":"google_ai_overviews","evidence_ref":"50f44fdf-1b49-45c3-a71e-9a34cf9a0843:google_ai_overviews"},{"engine":"copilot","evidence_ref":"50f44fdf-1b49-45c3-a71e-9a34cf9a0843:copilot"},{"engine":"claude","evidence_ref":"50f44fdf-1b49-45c3-a71e-9a34cf9a0843:claude"}]},{"text":"MDI on erikoistunut aluekehitykseen, elinvoimaan ja ennakointiin kuntien sekä kaupunkien strategiatyössä.","sources":[{"engine":"chatgpt","evidence_ref":"50f44fdf-1b49-45c3-a71e-9a34cf9a0843:chatgpt"},{"engine":"google_ai_overviews","evidence_ref":"50f44fdf-1b49-45c3-a71e-9a34cf9a0843:google_ai_overviews"},{"engine":"google_ai_mode","evidence_ref":"50f44fdf-1b49-45c3-a71e-9a34cf9a0843:google_ai_mode"},{"engine":"copilot","evidence_ref":"50f44fdf-1b49-45c3-a71e-9a34cf9a0843:copilot"}]},{"text":"Perlacon puolestaan tukee kuntia strategian ja talouden sopeuttamisen yhteensovittamisessa.","sources":[{"engine":"google_ai_overviews","evidence_ref":"50f44fdf-1b49-45c3-a71e-9a34cf9a0843:google_ai_overviews"},{"engine":"google_ai_mode","evidence_ref":"50f44fdf-1b49-45c3-a71e-9a34cf9a0843:google_ai_mode"}]}],"completed_answers":7,"owned_citation_rate":0},{"id":"ddacd651-3986-4e3c-ab88-96697a0b2800","leader":{"is_self":false,"apex_domain":"mdi.fi","canonical_name":"MDI"},"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"ddacd651-3986-4e3c-ab88-96697a0b2800:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"absent","evidence_ref":"ddacd651-3986-4e3c-ab88-96697a0b2800:google_ai_overviews"},{"rank":null,"engine":"google_ai_mode","status":"absent","evidence_ref":"ddacd651-3986-4e3c-ab88-96697a0b2800:google_ai_mode"},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"ddacd651-3986-4e3c-ab88-96697a0b2800:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"ddacd651-3986-4e3c-ab88-96697a0b2800:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"ddacd651-3986-4e3c-ab88-96697a0b2800:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"ddacd651-3986-4e3c-ab88-96697a0b2800:claude"}],"prompt_text":"Mikä konsulttiyhtiö sopii parhaiten keskisuuren suomalaisen kunnan elinvoimastrategian ja sidosryhmätyön fasilitointiin?","prompt_type":"recommendation","share_of_voice":0,"companies_named":16,"visibility_rate":0,"consensus_answer":"MDI ja FCG Finnish Consulting Group nousevat useimmin esille kuntien elinvoimastrategiatyössä. MDI tarjoaa vahvaa aluekehityksen ja elinvoiman tietopohjaa, kun taas FCG:n vahvuutena pidetään laajaa kuntapäätöksenteon ja johtamisen tuntemusta. Muiksi vaihtoehdoiksi nostetaan ennakointiin ja skenaarioihin erikoistunut Capful sekä laajaan vuorovaikutukseen ja osallistamiseen sopiva Kaskas.","consensus_claims":[{"text":"MDI ja FCG Finnish Consulting Group nousevat useimmin esille kuntien elinvoimastrategiatyössä. MDI tarjoaa vahvaa aluekehityksen ja elinvoiman tietopohjaa, kun taas FCG:n vahvuutena pidetään laajaa kuntapäätöksenteon ja johtamisen tuntemusta.","sources":[{"engine":"chatgpt","evidence_ref":"ddacd651-3986-4e3c-ab88-96697a0b2800:chatgpt"},{"engine":"google_ai_overviews","evidence_ref":"ddacd651-3986-4e3c-ab88-96697a0b2800:google_ai_overviews"},{"engine":"google_ai_mode","evidence_ref":"ddacd651-3986-4e3c-ab88-96697a0b2800:google_ai_mode"},{"engine":"copilot","evidence_ref":"ddacd651-3986-4e3c-ab88-96697a0b2800:copilot"}]},{"text":"Muiksi vaihtoehdoiksi nostetaan ennakointiin ja skenaarioihin erikoistunut Capful sekä laajaan vuorovaikutukseen ja osallistamiseen sopiva Kaskas.","sources":[{"engine":"chatgpt","evidence_ref":"ddacd651-3986-4e3c-ab88-96697a0b2800:chatgpt"},{"engine":"google_ai_overviews","evidence_ref":"ddacd651-3986-4e3c-ab88-96697a0b2800:google_ai_overviews"},{"engine":"google_ai_mode","evidence_ref":"ddacd651-3986-4e3c-ab88-96697a0b2800:google_ai_mode"}]}],"completed_answers":7,"owned_citation_rate":0},{"id":"ad582e52-85b8-4571-9a41-599b3dc2fc20","leader":null,"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"failed","evidence_ref":null},{"rank":null,"engine":"google_ai_overviews","status":"absent","evidence_ref":"ad582e52-85b8-4571-9a41-599b3dc2fc20:google_ai_overviews"},{"rank":null,"engine":"google_ai_mode","status":"absent","evidence_ref":"ad582e52-85b8-4571-9a41-599b3dc2fc20:google_ai_mode"},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"ad582e52-85b8-4571-9a41-599b3dc2fc20:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"ad582e52-85b8-4571-9a41-599b3dc2fc20:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"ad582e52-85b8-4571-9a41-599b3dc2fc20:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"ad582e52-85b8-4571-9a41-599b3dc2fc20:claude"}],"prompt_text":"Kannattaako kunnan ilmastotiekartta ja strategiatyö tehdä omana virkamiestyönä vai ostaa ulkopuoliselta johdon konsultilta?","prompt_type":"comparison","share_of_voice":null,"companies_named":0,"visibility_rate":0,"consensus_answer":"Useimpien mukaan paras ratkaisu on hybridimalli, jossa strateginen omistajuus ja ohjat pidetään kunnalla. Konsulttia kannattaa hyödyntää rajatusti erityisesti vaativaan päästölaskentaan ja fasilitointiin. Pelkkä ulkoistus jää helposti irralliseksi hyllypaperiksi, kun taas oma työ voi kärsiä resurssipulasta.","consensus_claims":[{"text":"Useimpien mukaan paras ratkaisu on hybridimalli, jossa strateginen omistajuus ja ohjat pidetään kunnalla.","sources":[{"engine":"google_ai_overviews","evidence_ref":"ad582e52-85b8-4571-9a41-599b3dc2fc20:google_ai_overviews"},{"engine":"google_ai_mode","evidence_ref":"ad582e52-85b8-4571-9a41-599b3dc2fc20:google_ai_mode"},{"engine":"gemini","evidence_ref":"ad582e52-85b8-4571-9a41-599b3dc2fc20:gemini"},{"engine":"copilot","evidence_ref":"ad582e52-85b8-4571-9a41-599b3dc2fc20:copilot"},{"engine":"claude","evidence_ref":"ad582e52-85b8-4571-9a41-599b3dc2fc20:claude"},{"engine":"perplexity","evidence_ref":"ad582e52-85b8-4571-9a41-599b3dc2fc20:perplexity"}]},{"text":"Konsulttia kannattaa hyödyntää rajatusti erityisesti vaativaan päästölaskentaan ja fasilitointiin.","sources":[{"engine":"google_ai_overviews","evidence_ref":"ad582e52-85b8-4571-9a41-599b3dc2fc20:google_ai_overviews"},{"engine":"google_ai_mode","evidence_ref":"ad582e52-85b8-4571-9a41-599b3dc2fc20:google_ai_mode"},{"engine":"perplexity","evidence_ref":"ad582e52-85b8-4571-9a41-599b3dc2fc20:perplexity"},{"engine":"copilot","evidence_ref":"ad582e52-85b8-4571-9a41-599b3dc2fc20:copilot"}]},{"text":"Pelkkä ulkoistus jää helposti irralliseksi hyllypaperiksi, kun taas oma työ voi kärsiä resurssipulasta.","sources":[{"engine":"google_ai_overviews","evidence_ref":"ad582e52-85b8-4571-9a41-599b3dc2fc20:google_ai_overviews"},{"engine":"google_ai_mode","evidence_ref":"ad582e52-85b8-4571-9a41-599b3dc2fc20:google_ai_mode"},{"engine":"copilot","evidence_ref":"ad582e52-85b8-4571-9a41-599b3dc2fc20:copilot"},{"engine":"claude","evidence_ref":"ad582e52-85b8-4571-9a41-599b3dc2fc20:claude"}]}],"completed_answers":6,"owned_citation_rate":0},{"id":"455a34b4-439e-4dcd-9734-4d73ea2bdd32","leader":null,"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"455a34b4-439e-4dcd-9734-4d73ea2bdd32:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"absent","evidence_ref":"455a34b4-439e-4dcd-9734-4d73ea2bdd32:google_ai_overviews"},{"rank":null,"engine":"google_ai_mode","status":"absent","evidence_ref":"455a34b4-439e-4dcd-9734-4d73ea2bdd32:google_ai_mode"},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"455a34b4-439e-4dcd-9734-4d73ea2bdd32:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"455a34b4-439e-4dcd-9734-4d73ea2bdd32:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"455a34b4-439e-4dcd-9734-4d73ea2bdd32:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"455a34b4-439e-4dcd-9734-4d73ea2bdd32:claude"}],"prompt_text":"Kunnan omat resurssit eivät riitä EU-kestävyysvaatimusten ja uuden valtuustokauden strategian yhteensovittamiseen, miten hanke kannattaa viedä läpi?","prompt_type":"problem","share_of_voice":null,"companies_named":0,"visibility_rate":0,"consensus_answer":"Hanke kannattaa vaiheistaa selvittämällä ensin kuntaa sitovat lakisääteiset EU-velvoitteet ja karsimalla vapaaehtoiset toimet. Työmäärää ja kuluja voi keventää seudullisella kuntayhteistyöllä sekä ostamalla rajattua ulkopuolista asiantuntijatukea. Kunnan sisällä valmistelua ohjataan poikkihallinnollisella tiimillä, jotta vastuu ei kasaannu vain yhdelle toimialalle.","consensus_claims":[{"text":"Hanke kannattaa vaiheistaa selvittämällä ensin kuntaa sitovat lakisääteiset EU-velvoitteet ja karsimalla vapaaehtoiset toimet.","sources":[{"engine":"chatgpt","evidence_ref":"455a34b4-439e-4dcd-9734-4d73ea2bdd32:chatgpt"},{"engine":"google_ai_mode","evidence_ref":"455a34b4-439e-4dcd-9734-4d73ea2bdd32:google_ai_mode"},{"engine":"gemini","evidence_ref":"455a34b4-439e-4dcd-9734-4d73ea2bdd32:gemini"},{"engine":"copilot","evidence_ref":"455a34b4-439e-4dcd-9734-4d73ea2bdd32:copilot"},{"engine":"claude","evidence_ref":"455a34b4-439e-4dcd-9734-4d73ea2bdd32:claude"}]},{"text":"Työmäärää ja kuluja voi keventää seudullisella kuntayhteistyöllä sekä ostamalla rajattua ulkopuolista asiantuntijatukea.","sources":[{"engine":"google_ai_overviews","evidence_ref":"455a34b4-439e-4dcd-9734-4d73ea2bdd32:google_ai_overviews"},{"engine":"google_ai_mode","evidence_ref":"455a34b4-439e-4dcd-9734-4d73ea2bdd32:google_ai_mode"},{"engine":"perplexity","evidence_ref":"455a34b4-439e-4dcd-9734-4d73ea2bdd32:perplexity"}]},{"text":"Kunnan sisällä valmistelua ohjataan poikkihallinnollisella tiimillä, jotta vastuu ei kasaannu vain yhdelle toimialalle.","sources":[{"engine":"gemini","evidence_ref":"455a34b4-439e-4dcd-9734-4d73ea2bdd32:gemini"},{"engine":"copilot","evidence_ref":"455a34b4-439e-4dcd-9734-4d73ea2bdd32:copilot"}]}],"completed_answers":7,"owned_citation_rate":0}],"attributes":{"role":"Municipal Strategy Director","needs":["Sustainability and Societal Consulting","Strategy and Growth Consulting","Stakeholder facilitation and change management within public administration"],"industry":"Public Administration and Municipal Services","seniority":"Director","objections":["Consulting fees that risk public scrutiny or exceed municipal budget caps","Advisory recommendations that appear overly theoretical or difficult to execute in a civic context","Consulting teams lacking practical grounding in Finnish public administrative processes"],"pain_points":["Navigating complex, rapidly evolving Finnish and EU sustainability requirements","Limited internal capacity and specialized expertise for large-scale societal transitions","Balancing political consensus, community expectations, and strict fiscal constraints"],"buying_roles":["decision_maker","executive_sponsor"],"company_size":"Mid-market (50-500 employees)","current_tools":["Internal spreadsheet models and presentation suites","Municipal document management and committee decision registries","Public procurement portals and tendering platforms"],"buying_triggers":["Enactment of updated Finnish and EU environmental regulations and reporting standards","Initiation of major regional infrastructure or urban transition projects","Municipal council mandates requiring independent strategic renewal and roadmaps"],"generation_hint":"Base this persona on 'Public Sector / Municipal Strategy Director'. Directors and procurement officials in Finnish governmental bodies, municipalities, and public sector agencies seeking consulting, training, and strategic advisory to build sustainable societal infrastructure and ensure regulatory compliance. Typical roles: Public Sector Director, Municipal Development Manager, Head of Sustainability, Public Procurement Official. Buyer group: 'Growth Scale-ups and Mid-Market Enterprises' (B2B, Mid-market (50-500 employees), Scale-ups (20-100 employees)). They are looking for: Sustainability and Societal Consulting, Strategy and Growth Consulting.","jobs_to_be_done":["Establish long-term municipal development and infrastructure roadmaps","Incorporate EU and Finnish sustainability mandates into regional public policies","Execute compliant public procurement processes for external strategic advisory"],"approval_process":["Initial project scoping and budget clearance within the municipal strategy division","Preparation and publication of a competitive request for proposals via public procurement channels","Multi-criteria proposal scoring by a joint technical and procurement evaluation committee","Formal sign-off and award ratification by the municipal board or public steering committee"],"desired_outcomes":["Actionable municipal strategies that meet Finnish and EU environmental benchmarks","Broad alignment across political, administrative, and community stakeholders","Successful delivery of complex transition programs within allocated public budgets"],"responsibilities":["Directing long-term municipal strategy and sustainable societal development","Overseeing compliance with national and regional public sector mandates","Facilitating consensus among elected officials, agency heads, and civic stakeholders"],"success_measures":["Timely delivery of council-approved strategic and sustainability roadmaps","Full audit and compliance sign-off across all procurement and regulatory criteria","Measurable progress toward municipal emission reduction and development targets"],"decision_criteria":["Proven track record and verifiable public sector case studies in Finland","Deep familiarity with Finnish administrative practices and EU environmental regulations","Transparent, defensible pricing structure that demonstrates value for public funds","Actionable implementation roadmap with strong stakeholder engagement methods"],"organization_type":"government","security_requirements":["Compliance with public sector data protection regulations and EU GDPR","Secure handling and storage of municipal planning documents prior to public disclosure"],"alternatives_considered":["Internal municipal planning and strategy working groups","Inter-municipal collaboration networks and regional development agencies","Public universities and government research institutes","Postponing advisory and managing requirements with existing operational staff"],"compliance_requirements":["Compliance with Finnish Act on Public Procurement and Concession Contracts (Hankintalaki)","Alignment with national carbon neutrality goals and EU sustainability frameworks","Municipal administrative governance, ethics, and transparency requirements"],"procurement_constraints":["Mandatory competitive tendering above national and EU threshold values","Fixed public budget ceilings requiring defensible value-for-money justification","Rigid milestone-based contract structures with defined deliverable acceptance criteria"],"integration_requirements":["Compatibility with municipal master planning processes and political reporting cycles","Working coordination with regional administrative bodies and municipal service units"]},"description":"Senior public sector leaders in Finnish municipalities and government entities responsible for guiding long-term societal strategy, regional infrastructure, and regulatory alignment. They seek external management consulting for sustainability transitions and strategic development under public procurement oversight.","customer_type":"enterprise","share_of_voice":0,"visibility_rate":0,"attribute_schema":"persona.enterprise.v2","completed_answers":34,"owned_citation_rate":0},{"id":"88d68da4-924d-4513-8537-8de9321f0f29","title":"Finnish Scale-up Managing Directors","market":"FI","prompts":[{"id":"94f69da4-286a-489d-baa3-b4df80e3067e","leader":{"is_self":false,"apex_domain":"reddal.com","canonical_name":"Reddal"},"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"94f69da4-286a-489d-baa3-b4df80e3067e:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"absent","evidence_ref":"94f69da4-286a-489d-baa3-b4df80e3067e:google_ai_overviews"},{"rank":null,"engine":"google_ai_mode","status":"absent","evidence_ref":"94f69da4-286a-489d-baa3-b4df80e3067e:google_ai_mode"},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"94f69da4-286a-489d-baa3-b4df80e3067e:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"94f69da4-286a-489d-baa3-b4df80e3067e:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"94f69da4-286a-489d-baa3-b4df80e3067e:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"94f69da4-286a-489d-baa3-b4df80e3067e:claude"}],"prompt_text":"Etsin johdon konsulttia tech-scaleupin kansainvälisen kasvustrategian rakentamiseen Suomessa. Mitä konsulttitoimistoja suosittelet?","prompt_type":"direct","share_of_voice":0,"companies_named":30,"visibility_rate":0,"consensus_answer":null,"consensus_claims":[],"completed_answers":7,"owned_citation_rate":0},{"id":"f5911802-518c-46ab-a25a-88adf0454b17","leader":{"is_self":false,"apex_domain":"pwc.com","canonical_name":"PwC"},"engines":["chatgpt","google_ai_overviews","google_ai_mode","gemini","perplexity","copilot","claude"],"outcomes":[{"rank":null,"engine":"chatgpt","status":"absent","evidence_ref":"f5911802-518c-46ab-a25a-88adf0454b17:chatgpt"},{"rank":null,"engine":"google_ai_overviews","status":"absent","evidence_ref":"f5911802-518c-46ab-a25a-88adf0454b17:google_ai_overviews"},{"rank":null,"engine":"google_ai_mode","status":"absent","evidence_ref":"f5911802-518c-46ab-a25a-88adf0454b17:google_ai_mode"},{"rank":null,"engine":"gemini","status":"absent","evidence_ref":"f5911802-518c-46ab-a25a-88adf0454b17:gemini"},{"rank":null,"engine":"perplexity","status":"absent","evidence_ref":"f5911802-518c-46ab-a25a-88adf0454b17:perplexity"},{"rank":null,"engine":"copilot","status":"absent","evidence_ref":"f5911802-518c-46ab-a25a-88adf0454b17:copilot"},{"rank":null,"engine":"claude","status":"absent","evidence_ref":"f5911802-518c-46ab-a25a-88adf0454b17:claude"}],"prompt_text":"Millaisia strategian ja liikkeenjohdon konsultointipalveluita Suomessa on tarjolla 20-100 hengen kasvuyrityksille?","prompt_type":"discovery","share_of_voice":0,"companies_named":32,"visibility_rate":0,"consensus_answer":"Suomessa 20–100 hengen kasvuyrityksille on tarjolla palveluita suurista taloista pk-sektoriin erikoistuneisiin asiantuntijoihin. 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