Questions about measuring and operating in AI-mediated discovery.

InnMedia SIGNAL is InnMedia Group’s platform for AI intelligence, first-party AI analytics, independent verification, advertising and authoritative information distribution. It is designed for brands, advertisers, agencies and enterprises operating in an AI-mediated discovery environment.

SIGNAL can measure external AI answer behavior, brand visibility, competitor presence, citations, sources, prompt/intent trends, first-party AI crawler/agent activity, AI referrals, conversions and other outcomes depending on the connected data and module.

Intelligence measures the external AI answer environment: demand, prompts/intents, visibility, recommendations, citations, competitors and sources. Analytics measures first-party activity on authorized digital properties: crawlers, agents, content retrieval, referrals, conversions and revenue.

No general SIGNAL capability should be described as access to private user conversations. External visibility uses controlled measurement, authorized platform data where available and other lawful signals. First-party Analytics uses data from systems the customer authorizes.

SIGNAL can build modeled demand and prompt/intent panels using approved demand signals, category research, controlled sampling, first-party data and authorized platform telemetry where available. Modeled demand is labeled estimated.

AI Visibility is a scoped measure of how consistently a brand or entity appears across a defined set of relevant AI answer opportunities. Interpret it with the platform, market, language, prompt universe, time period and methodology. See the metric definition.

AI Share of Voice measures a brand’s relative presence compared with a defined competitor set in a defined AI measurement universe.

Recommendation Rate is the share of relevant measured AI answers where the brand or product is actively recommended under SIGNAL’s classification methodology.

Citation Coverage measures how broadly eligible sources appear as citations across relevant measured answer opportunities.

Directly measured data such as a server request, answer observation or conversion event within a defined scope.

A value derived from sampling, inference or a statistical model rather than directly observed as a complete population. Modeled values stay labeled.

Synthetic data used to demonstrate a product interface. It is not a customer result or market benchmark.

InnMedia Verify is the independent audit layer inside SIGNAL. It evaluates claims made by GEO providers, agencies, advertising platforms, PR campaigns, publishers or internal teams using defined evidence and methodology.

No. Verify is designed to work independently. A brand can keep its existing agencies and platforms while using InnMedia solely as a third-party measurement provider.

Yes. An audit can establish a baseline, define the promised KPI, measure post-campaign change, assess evidence quality and classify a claim as Supported, Partially supported, Unsupported, Inconclusive or Not measurable.

Only when the available data and methodology support causal inference. A before/after change alone is not automatically causal. Incrementality may require holdouts, matched markets, synthetic controls or another valid design.

It checks how AI crawlers and agents actually access a digital property and compares observed behavior with intended policy, including allowed, blocked, limited, failed or mismatched states.

InnMedia Ads is the paid media orchestration module for supported AI advertising environments. It unifies campaign context, budget, measurement, attribution and optimization across supported channels.

No. SIGNAL does not claim to sell or manipulate organic answers. Ads refers to paid inventory and commercial formats supported by underlying platforms.

Distribution helps brands structure, verify, localize and deliver authoritative information through publisher and machine-readable channels including Web, API, MCP, A2A, Mobile and TRUYN where configured.

No. Ads is paid media. Distribution is authoritative information supply and availability. Disclosed sponsored content can exist in publisher workflows, but Distribution is not hidden advertising.

No. SIGNAL can improve information availability, structure, provenance, source coverage and distribution, then measure outcomes. Individual AI systems control their own retrieval and answer behavior.

Generative Engine Optimization is the practice of improving how accurately, frequently and favorably a brand, source or information asset is represented or cited in generative/answer systems through legitimate content, technical, source, entity and distribution improvements.

SIGNAL measures GEO outcomes through Intelligence/Verify and supports information distribution through Distribution. Exact commercial service scope is defined in the relevant product offering or contract.

Depending on deployment, Analytics can use authorized CDN/edge/server logs, web/app events, referrals, conversion events, CRM, commerce data and platform data.

Many crawlers and agents do not execute browser JavaScript, so client-side analytics alone can miss machine activity. Server-side or edge data provides direct request evidence.

Customers can define competitor sets or use approved discovery workflows. Intelligence compares visibility, recommendations, topics, citations, narratives, markets and other metrics within a defined scope.

Yes. High-quality measurement should use native-language prompt panels and local source environments rather than simply translating one English panel.

Public institutions can use Intelligence and Verify to understand how AI systems represent public information, institutions, policies, locations or national topics, subject to applicable governance and data rules.

Yes. Agencies can use Intelligence, Analytics and reports for client work and Verify to provide independent evidence. Multi-client and portfolio controls belong in the agency/enterprise architecture.

InnMedia Group builds infrastructure for the AI information economy across creators, publishers, brands, advertisers, AI systems and software agents.

InnMedia SOLO is InnMedia Group’s self-service AI content platform for creators and smaller publishers.

InnMedia OS is the B2B operating system for professional publishers and enterprise content organizations.

InnMedia Exchange is the licensing and transaction infrastructure connecting information rights holders and AI systems.

The Data Graph connects content, facts, sources, entities, rights, AI activity, campaigns, attribution and transactions across the InnMedia ecosystem.

Truyn is the distributed network and infrastructure layer associated with the broader InnMedia ecosystem.

No. SIGNAL is a customer-facing product. The Data Graph is a shared data/provenance/intelligence layer that can support SIGNAL and other InnMedia products.