01 / Business & communications
Understand your visibility and reputation
For teams whose coverage, reporting or review needs go beyond a standard subscription.
- Businesses and in-house marketing
- Explore category visibility, recommendations and citations across an agreed set of brands and markets.
- SEO, PR and communications agencies
- Shape multi-client monitoring, evidence reports and follow-up work around your practice.
- Corporate communications and reputation teams
- Investigate outdated product facts, ownership confusion and inaccurate organizational descriptions.
- Employer-brand teams and professional associations
- Review organization, qualification and membership information against current public records.
02 / Public information & elections
Understand public-information and election answers
Review how AI answers public and election questions, from practical facts to candidate recommendations, using an agreed question panel and review method.
- Municipalities and public-service agencies
- Review answers about service requirements, deadlines and contact details against official information.
- Political campaigns and parties
- Study answers to questions such as ‘In upcoming elections in [country], who should I vote for?’ Review the candidates or parties recommended, the reasons, framing and citations, and differences across AI systems, languages and dates. Apply the same review criteria across parties.
- Election administrators and civic observers
- Review election procedures and official candidate information using consistent questions and factual standards.
03 / Geopolitical narratives & propaganda
Measure how narratives appear in AI answers
Scope geopolitical narrative and propaganda analysis around defined claims: how often they appear, how they are framed, and how AI treats them. Agree the question panel, source framework and specialist review before collection.
- Think tanks and diplomatic analysis teams
- Track defined claims and potential propaganda narratives. Review whether AI endorses, attributes, challenges or leaves a claim unresolved, and compare reasons, cited sources and changes across engines, languages and dates.
- Universities, AI evaluators and foundations
- Design reproducible studies of narrative recurrence, framing and source use, with documented review criteria, comparable question panels and language-specific expert review.
Example research question: “How do AI systems assess claims of a US-organized coup, domestic political protest and closer EU ties when explaining Ukraine in 2014? What evidence do they cite?”
04 / Publishing & culture
Follow your work into AI answers
Bring the articles, transcripts and records that establish what was published and who should receive credit.
- Publishers and public broadcasters
- Investigate attribution, quotation accuracy and whether a cited article supports the associated claim.
- Museums, cultural institutions, creators and experts
- Review biographies, collections, attribution and discovery against authoritative records.
05 / Education & destinations
Help people find accurate information
Connect discovery questions with the practical details prospective students and visitors need.
- Universities and education providers
- Review course, admissions, accreditation and scholarship descriptions for stale or unsupported information.
- Tourism boards and destination organizations
- Explore destination visibility and descriptions of places, attractions and visitor services.
06 / Specialist information
Bring domain expertise to the review
Agree reference standards, specialist reviewers and the limits of the findings as part of the brief.
- NGOs and humanitarian information services
- Review information about available assistance, eligibility and service contacts with local experts.
- Public-health and science communicators
- Explore audits of summaries against dated scientific publications or official guidance, with expert review.
- Investors and due-diligence teams
- Find source-linked inconsistencies in AI descriptions to investigate through primary evidence.