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This site uses CitationGraph and Google Analytics 4 for traffic and AI visibility analytics, plus first-party requests for page path, full URL, referrer, and basic performance metrics. Learn more

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Public Affairs & Institutional AI Citation Integrity

Ensure AI Search Cites Your Verified Official Policy Record

Source provenance auditing and machine-readable evidence architecture for public affairs agencies, trade associations, think tanks, and civic institutions across the US, EU/UK, and Japan.

Global Gravity helps public affairs teams and policy institutions monitor and govern how ChatGPT Search, Perplexity, Google AI Overviews / Gemini, Microsoft Copilot, Mistral Le Chat, and Yahoo! JAPAN summarize their official positions. Powered by CitationGraph and Brand Asset OS, we detect partisan pseudo-local news ("pink slime") or stale secondary citations and deploy structured first-party evidence (llms.txt, JSON-LD Schema, and verified policy fact sheets) on your canonical domain.

Request Custom Citation Audit →View AI Evidence Architecture/ai/public-affairs-ai-integrity.md
41%
Voters & stakeholders encountering AI search political summaries
Caucus AI / Change Research (n=4,314)
19 / 37
Partisan pseudo-local sites cited by ChatGPT in location prompts
NPR Investigation (Oct 2026)
EU 2024/900
Google & Meta EU political/issue ad exit driving organic AI demand
TTPA Enforcement (Oct 2025)
Custom
B2B agency & institutional scoping aligned with compliance boundaries
CitationGraph Enterprise
Dual-Track Platform Guardrails

Why AI Platforms Treat Public Policy & Civic Queries Differently

Understanding the boundary between locked civic authority feeds and open web retrieval (RAG) is essential. Superficial PR stuffing fails against model guardrails; authoritative domain structuring wins.

AI Search Surface & CrawlerLocked Official Authority LayerOpen Retrieval Layer (Where GEO Operates)Global Gravity & CitationGraph Engineering
ChatGPT Search (OpenAI)
OAI-SearchBot / ChatGPT-User
Voting logistics & live election tallies are hardcoded to NASS (CanIVote.org), Democracy Works, AP, and Reuters.Policy positions, legislative voting records, regulatory impact briefs, and institutional histories rely on open-web RAG retrieval.Audits RAG source provenance to flag partisan pseudo-local sites; deploys /ai/*.md fact sheets and FAQPage Schema on official domains.
Google Gemini & AI Overviews
Googlebot / Google-Extended
Enforces "abundance of caution" classifier blocks on subjective candidate prompts, deflecting users back to standard Google Search.1) Top-3 organic Google Search results (capturing 100% of deflected Gemini queries); 2) Non-candidate regulatory, economic, and statutory AI Overviews.Strengthens canonical technical SEO, SpeakableSpecification, and Organization/Service Schema so your official page captures deflected search traffic.
Perplexity AI
PerplexityBot / Perplexity-User
Election Hub integrates Democracy Works Elections API, Ballotpedia, and Associated Press live feeds.Issue comparisons, bill analyses, and stakeholder commentary synthesized with mandatory inline numbered citations.Structures dated, high-density policy tables and verifiable Q&A blocks that Perplexity prioritizes for inline citation.
Mistral / Le Chat & EU Surfaces
European AI & Search Crawlers
Bound by EU AI Act (Regulation 2024/1689) transparency rules and official European Parliament / EUR-Lex references.Multilingual (EN/DE/FR) industry federation position papers, NGO impact studies, and Brussels/national regulatory consultations.Deploys native de-DE and fr-FR semantic evidence graphs and reciprocal hreflang for post-TTPA organic discoverability.
Yahoo! JAPAN / LINE Yahoo & Google JP
Y!J Search / Googlebot / AI Bots
Official Election Bulletins (選挙公報), MIC (総務省) notices, and major wire services under the Public Offices Election Act.Year-round policy communication (政治活動), parliamentary question records, and industry group policy proposals (政策提言).Aligns Yahoo! JAPAN portal indexing with ChatGPT/Perplexity Japanese entity disambiguation and 2027 revised law compliance.
CitationGraph Provenance Audit Sample

From Unverified Secondary Commentary to First-Party Evidence

See how CitationGraph diagnoses citation contamination and verifies first-party remediation across three representative institutional scenarios.

Monitored Stakeholder PromptBrussels / DACH / France

"What is the European clean-tech manufacturing coalition's position on the 2026 grid permitting directive?"

Before: Unstructured Official Domain (High Citation Risk)Citation Drift Detected

AI answer synthesizes a 2023 draft opinion and cites two third-party advocacy blogs that misstate the coalition's current amendment threshold; official PDF whitepaper is ignored due to unindexed layout.

Observed AI Citations:
  • Third-party advocacy blog (2023)
  • Unverified aggregator summary
  • Outdated press clipping
With Google & Meta EU issue ads unavailable under Regulation 2024/900, organic AI misattribution cannot be countered via paid search ads.
After: Brand Asset OS + CitationGraph Evidence LayerVerified Official Provenance

ChatGPT Search and Perplexity cite the federation's HTML policy dossier and /ai/grid-directive-facts.md directly, quoting the exact 2026 article-by-article amendment table across EN, DE, and FR.

Observed AI Citations:
  • Official Federation Policy Dossier (EN/DE/FR HTML)
  • /ai/policy-facts.md (Machine-Readable Reference)
  • EUR-Lex Cross-Referenced Consultation Filing
✓ Server Log Verified: OAI-SearchBot & PerplexityBot HTTP 200 OK; FAQPage + Article JSON-LD active.
Jurisdictional Playbooks

Tailored Execution for Europe/UK, Japan, and the United States

Public affairs and political communications operate under strict national legal frameworks. Our architecture separates technical evidence engineering from regulated electoral activity.

Priority 1 · Structural Organic Shift

European Union & United Kingdom

Market & Policy Catalyst

EU Regulation 2024/900 (TTPA, effective Oct 10, 2025) prompted Google (Sept 2025) and Meta (Oct 2025) to halt all political, electoral, and social-issue ads in the EU.

Primary Institutional Buyers

European trade associations, Brussels public affairs consultancies, DACH/French industry federations, NGOs, and UK policy institutes.

Compliance Architecture

First-party website structuring and organic AI search readiness are editorial communications, not paid ad targeting. UK pages preserve full Electoral Commission Digital Imprints (Elections Act 2022).

Priority 2 · 2027 Statutory & Cycle Window

Japan (日本市場・2027年統一地方選対応)

Market & Policy Catalyst

Japan's Revised Public Offices Election Act & Platform Disinformation Law take effect March 1, 2027 ahead of the April 2027 Unified Local Elections (統一地方選挙).

Primary Institutional Buyers

Japanese PR & public affairs agencies, election portal partners, party prefectural chapters (都道府県連), and major industry associations (業界団体).

Compliance Architecture

Focused on year-round policy communication (政治活動) and official website (公式HP) structured data across Google Japan, Yahoo! JAPAN / LINE Yahoo, ChatGPT Search, and Perplexity.

Priority 3 · Agency Channel & Issue Advocacy

United States (B2B Public Affairs & Issue Advocacy)

Market & Policy Catalyst

41% of voters encounter AI political search summaries (Caucus AI), while partisan pseudo-local networks actively game open RAG retrieval (NPR / Reuters).

Primary Institutional Buyers

U.S. public affairs & PR agencies, 501(c)(3) think tanks, 501(c)(6) trade associations, and corporate government relations teams.

Compliance Architecture

Strict adherence to 52 U.S.C. § 30121 & 11 CFR § 110.20: we focus on non-electoral issue advocacy and commercial SaaS/auditing licensed at usual and normal market charges (11 CFR § 114.2) via U.S. agency partners. No foreign participation in campaign decision-making.

Custom-Scoped Institutional Engagements

Engineered for Agencies, Coalitions & Policy Institutions

Unlike $9–$250/month basic prompt trackers that only count mentions, Global Gravity delivers server-verified crawler telemetry, source provenance auditing, and production-grade evidence engineering.

All engagements are custom-scoped based on monitored prompt clusters, target jurisdictions/languages, domain complexity, and agency workspace requirements. Contact our team for a tailored institutional scope.
MODEL 01Custom-Scoped · Single Institution / Think Tank

Institutional Citation & Crawler Audit

Trade associations, research institutes, and corporate public affairs teams managing 1–3 official domains.

  • ✓Baseline CitationGraph provenance audit across ChatGPT, Perplexity, Gemini, Google AI Overviews, and Copilot
  • ✓Detection of partisan pseudo-local ("pink slime") citations, hallucinated policy stances, and outdated records
  • ✓Server-side AI crawler accessibility verification (OAI-SearchBot, PerplexityBot, Googlebot, ClaudeBot)
  • ✓Deployment blueprint for llms.txt, /ai/*.md policy fact sheets, and FAQPage / Organization JSON-LD Schema
Request Custom Citation Audit
MODEL 02Custom-Scoped · Multi-Client Agency Partner

Public Affairs Agency & Coalition Suite

Public affairs consultancies, PR agencies, and legislative web service providers managing multiple clients or chapters.

  • ✓Multi-workspace CitationGraph monitoring across issue clusters, legislative bills, and regional jurisdictions
  • ✓White-label ready source provenance and citation integrity reports for stakeholder & board briefings
  • ✓Standardized GEO-ready HTML policy dossier, Q&A, and Schema templates for rapid client deployment
  • ✓Dedicated agency onboarding and commercial vendor compliance documentation (US / EU / UK / JP)
Request Custom Citation Audit
MODEL 03Custom-Scoped · Cross-Border & Multi-Language MSA

Multilingual Policy Evidence Graph

Global industry federations, multinational government relations teams, and Brussels/Tokyo/DC policy coalitions.

  • ✓Full-stack Brand Asset OS deployment across English, Japanese, German, French, Spanish, and Arabic
  • ✓PDF-to-structured-HTML transformation for regulatory filings, econometric datasets, and annual policy reports
  • ✓Reciprocal hreflang, sitemap priority orchestration, and Google/Yahoo! JAPAN fallback search optimization
  • ✓Quarterly red-team prompt auditing ahead of major legislative votes, regulatory deadlines, or civic cycles
Request Custom Citation Audit

Governance, Transparency & Regulatory Boundaries

First-Party Evidence Only: We structure and make machine-readable your organization's verified public records, legislative filings, and official policy positions. We never fabricate third-party astroturf or pseudo-news domains.
No Voter Micro-Targeting or Synthetic Deepfakes: We do not build demographic voter-targeting models, automated lobbying bots, or synthetic candidate media.
Strict U.S. FEC Firewall (11 CFR § 110.20 & § 114.2): Global Gravity does not direct, control, or participate in U.S. electoral campaign strategy, nor do we offer subsidized or free services to political committees. U.S. electoral-adjacent inquiries are routed strictly through U.S.-controlled agency partners at fair market commercial rates.
Probabilistic Measurement Disclosure: AI search visibility depends on platform safety guardrails, crawler access, and third-party authority. We provide verifiable engineering and citation telemetry, not guaranteed answer rankings.

Research & Regulatory Briefings

Deep-dive analyses on AI search behavior, citation provenance, and regulatory shifts across the US, Europe, and Japan.

Global Research · Reuters / NPR / Caucus AI

AI Search in Elections & Public Affairs: Why Citation Provenance Matters More Than Prompt Stuffing

An empirical breakdown of why ChatGPT cited partisan pseudo-local sites in 19/37 prompts while Gemini deflected, and how public affairs teams audit source provenance.

Read Briefing →
Europe & UK · EU Regulation 2024/900

After EU Regulation 2024/900 and the Google/Meta Issue Ad Ban: Winning Organic AI Visibility

How European trade associations, NGOs, and Brussels public affairs teams replace lost paid issue-ad reach with structured AI evidence layers.

Read Briefing →
Japan Market · 2027 Unified Local Elections

Japan 2027 Unified Local Elections & Revised Election Act: Official Website GEO & AI Citation Guide

Structuring year-round policy communications (政治活動) across Google Japan, Yahoo! JAPAN, ChatGPT Search, and Perplexity under Japan's 2027 AI transparency rules.

Read Briefing →

Frequently Asked Questions: Public Affairs & Policy GEO

Direct answers for public affairs directors, general counsel, and agency partners.

Commercial GEO focuses on product comparisons and shopping conversion. Public Affairs & Institutional GEO focuses on citation provenance, factual accuracy, and regulatory compliance. Because AI platforms apply strict safety guardrails to political and policy queries—such as Google Gemini deflecting candidate prompts to organic search and OpenAI/Perplexity anchoring civic logistics to AP and Democracy Works—institutions must combine classic technical SEO with authoritative machine-readable policy dossiers (/ai/*.md, llms.txt, and JSON-LD Schema) so official records outrank partisan secondary blogs.

Protect Your Institutional Record in AI Search

Request a custom-scoped CitationGraph provenance assessment for your public affairs agency, trade association, or policy institute.

Request Institutional Scope & Audit →Read Machine-Readable Policy Spec (/ai/)CitationGraph Platform ↗