Brand intelligence
Approved facts, entities, products, claims, audiences, competitors, offers, markets and source hierarchy become the operating truth pack.
Service-as-a-Software
The managed engine turns
answer signals into action.
Humenta AEO is a managed operating system for service delivery, not a live self-serve product or customer dashboard. A named team combines approved prompt monitoring, source-gap diagnosis, technical and content workflows, legitimate authority work, human review and evidence-led reporting through existing Humenta and client tools. The separate standalone AEO Platform remains in development and is not linked here.
One operating layer
Audit. Fix. Create.
Layer 01
Layer 02
Layer 03
Layer 04
Audit. Fix. Create.
Measure again.
This page describes the managed delivery model, not a software product customers can log into today. Humenta coordinates observations, prompt definitions, source gaps, priorities, production work, approvals and evidence through an agreed toolset while a named human team runs the operating cadence. The separate automated AEO Platform and checker application remain in development and have no public product link.
Answer intelligence
Prompt panels, full answer snapshots, mentions, citation domains, accuracy, source overlap, share of voice and movement over time.
Execution engine
Technical tasks, briefs, drafts, refreshes, internal links, schema, PR, authority, distribution and media production in one queue.
Evidence ledger
Method, timestamps, surface labels, approvals, published changes, source snapshots, missingness and executive readouts.
Answer intelligence
Know where the answer
Know where the answer
comes from.
Track the questions that matter, preserve what each approved surface returned, and trace the domains and passages shaping the result.
- ChatGPT, Google AI features, Gemini, Perplexity, Claude, Copilot and approved additional surfaces
- Brand mention, answer position, citation visibility, share of voice, sentiment and factual accuracy
- Competitor, market, language, persona and product-level panels
- Full answer and citation snapshots with timestamp and collection method
- AI referral, crawler and approved Search Console or analytics signals
- Source overlap, citation gaps, contradictions and hallucination register
Execution, connected
The recommendation is not
Technical agent
Content agent
Authority agent
Distribution agent
Media agent
QA agent
The recommendation is not
the deliverable.
Humenta translates priority gaps into assigned, reviewed and publishable work across the full answer-source system.
Site and source readiness
Crawl, rendering, indexing, performance, canonicals, schema, feed surfaces, entity consistency and internal link architecture.
New and refreshed assets
Research, source briefs, expert input, answer passages, topic coverage, comparisons, definitions and useful FAQ content.
Legitimate external proof
Editorial outreach, earned links, citations, digital PR, original data, expert commentary and disclosed partnerships.
Approved amplification
Newsletter, social, community, event and partner distribution where audience fit, consent and editorial approval exist.
Podcast and video
Episode research, production, transcripts, source pages, clips and cross-channel packaging for subject-matter authority.
Human-owned quality
Fact, source, voice, duplication, policy, disclosure and publication checks with a named reviewer and reversible release.
Managed workflow
Automation with
Automation with
an accountable owner.
AI accelerates research, analysis, drafting and operations. People own the strategy, evidence, approval and external claims.
Default release path
1 · DetectSignal captured
2 · DecideHuman prioritizes
3 · ProduceAgent-assisted
4 · ReviewNamed approver
5 · PublishApproved channel
6 · Re-measureEvidence preserved
Integrations
Connect the systems
Connect the systems
where work already happens.
WordPressShopifyWebflowCustom CMSGoogle Search ConsoleGA4CRMServer logsAPIMCP
Integration availability depends on client access, security review, plan and technical fit. Direct publishing is approval-gated and reversible.
Enterprise controls
Built for governed
Access
Data
Evidence
Control
Built for governed
growth operations.
Least privilege
Scoped accounts, service identities and client SSO or SAML only where the connected system and approved enterprise scope support them.
Defined boundaries
Documented processing, retention, deletion, approved source classes and connector scopes for the managed engagement.
Audit trail
Observation provenance, action owners, approvals, versioned assets and documented method changes.
Human release gate
No client-facing publication without the agreed human-review and approval path.