GEO Six-Pulse Workflow: From Data Preparation to Impact Re-Testing

Data Prep

Extracts candidate facts from corporate websites, product brochures, and parsable documents while preserving exact source citations. Once verified by the enterprise, they become reusable profiles, product portraits, and asset libraries.

Input:

Corporate website, product documentation, public certifications, and authorized case studies or media assets.

Deliverables:

Enterprise profile, product portrait, missing-evidence checklist, and verified fact ledger.

Human Sign-Off:

Enterprise verifies candidate materials & product facts

Scope Note:

Automated ingestion and AI diagnostics do not replace legal or regulatory certification; unsubstantiated claims are flagged for verification.

Brand Diagnostics

Around verified core queries, observe how different AI platforms introduce, compare, or recommend your business. Brand mentions, ranking positions, framing sentiment, and cited sources are logged separately to establish a comparable baseline.

Input:

Enterprise & product details, target query set, and selected AI platforms.

Deliverables:

Brand visibility baseline, raw answer samples, cited sources, and priority gaps.

Human Sign-Off:

Enterprise confirms target queries & monitoring scope

Scope Note:

Sampled benchmarks reflect controlled testing across defined query sets and do not represent full platform-wide user query logs.

Customer Insights

Starts from core business questions to expand comparison, vendor-selection, and recommendation prompts, combining multi-platform answer analysis and source research into structured query clusters.

Input:

Target buyer personas, product use cases, seed questions, and existing research evidence.

Deliverables:

Prioritized queries, structured query clusters, source recommendations, and content angles.

Human Sign-Off:

Enterprise confirms query priority & optimization focus

Scope Note:

AI-expanded prompts serve as structured research candidates and are never misrepresented as verbatim user logs or fabricated search volumes.

Content Production

Topic Planning and Authoring Agents reuse verified enterprise facts, product portraits, and query evidence to draft multi-angle articles, FAQs, and video scripts — advancing to publication only after human review.

Input:

Optimization goals, verified brand facts, product portraits, and supporting query evidence.

Deliverables:

Topic roadmap, structured articles, FAQ drafts, and video scripts.

Human Sign-Off:

Enterprise approves brand messaging & outbound copy

Scope Note:

All drafts require human sign-off; unverified pricing, credentials, or case studies are never published as fact.

Publishing Optimization

Coordinates distribution based on topic relevance, crawler readability, and authorized channels — archiving approval records, publication status, and live URLs so future re-tests trace back to exact pages.

Input:

Approved content, owned & third-party media strategy, and publishing authorization.

Deliverables:

Publication logs, live URLs, and a traceable source inventory.

Human Sign-Off:

Enterprise confirms outlet selection & publishing authorization

Scope Note:

Media distribution follows contracted scope and authorization; live publication does not automatically imply AI indexing or citation.

Reporting & Re-Testing

Re-runs identical or directly comparable query sets across platforms and timestamps to measure visibility shifts, verifying whether AI answers cite published URLs and feeding insights into the next optimization cycle.

Input:

Baseline query set, prior answer samples, publication proofs, and re-test scope.

Deliverables:

Before/after visibility comparison, citation evidence, client report, and next-cycle recommendations.

Human Sign-Off:

Enterprise confirms reporting metrics & next-cycle roadmap

Scope Note:

Mentions, indexing, citations, web traffic, and revenue conversion are distinct metrics; conclusions strictly reflect measured data.