Working product interface / synthetic demonstration dataset / captured 2026-06-30
Decision question
Where does the brand earn citation on priority AI prompts?
Claim boundary
The interface is authentic; the brand, values, and snapshot are a controlled demonstration, not client performance evidence.
Working product interface / synthetic demonstration dataGEO Command CenterKnow where the machines name you—and where they do not.
Prompt coverage, citation share, and competitor visibility on one decision surface. The interface is the working product; the brand and values are an internally coherent demonstration.
Engagement brief
A bounded question. A defensible decision.
Built for
CMO, digital, content, and search leaders accountable for category discovery.
Entry diagnostic
AI visibility and citation baseline
Decision record
Citation baseline and prioritized authority roadmap
Client commitment
Two working sessions plus access to priority content and search data.
The analytical work
Evidence enters. A capital or operating decision leaves.
Inputs we interrogate
Priority categories, markets, and commercial questions
Owned content, search performance, and authority signals
Competitor set and proof points buyers need to believe
How we establish the answer
Map the prompt universe by buyer intent
Measure visibility, citations, and source authority
Trace competitive gaps to remediable evidence
Prioritize actions by feasibility and commercial relevance
Evidence sequence
Not dashboards for display. Evidence for the next move.
Each view is selected to answer a buyer question: what did we examine, what did we find, and what should the business do now?
Benchmark competitors and sources across the same buying conversations. The working product interface uses a synthetic brand and coherent demonstration values.
Open evidence recordProduct interface / TX-PROD-GEO-01
Artifact
Product interface
Evidence status
Working product / demonstration dataset
Record ID
TX-PROD-GEO-01
Record
Working product interface / synthetic demonstration dataset / captured 2026-06-30
Decision question
Where does the brand earn citation on priority AI prompts?
Working product interface / synthetic demonstration data
What Tangentix found
A small set of sources repeatedly shaped competitor inclusion.
Decision that follows
Build authority where the recommendation ecosystem already looks for evidence.
Working product interface / synthetic demonstration data
What Tangentix found
Owned pages appeared in the ecosystem, but external validators and authority-adjacent sources carried disproportionate influence.
Decision that follows
Prioritize the owned proof and external authority targets most likely to change citation eligibility.
Business-impact bridge
Connect AI visibility to a commercial decision without inventing attribution.
The product identifies where inclusion is won or lost. The engagement connects that signal to the evidence investment, accountable owner, and downstream observation required to decide whether the work earns more funding.
01 Visibility signal
Priority prompt cohort
Citation inclusion, answer position, source diversity, and competitor presence.
Specific proof, page, product field, third-party validation, or authority relationship with a named owner.
04 Commercial observation
Whether visibility creates demand
Qualified referral behavior, branded demand, lead quality, and conversion—only where those signals are observable.
What your team receives
An authority agenda your team can operate.
The package connects prompt coverage, source evidence, prioritization, owner, and the commercial question that makes authority work worth funding.
01Prompt universe and citation baseline
02Competitor visibility map
0390-day authority roadmap
How we keep score
Qualified prompt coverage
Citation share and source diversity
Visibility on high-intent comparisons
Downstream qualified demand where observable
Start with ai visibility and citation baseline
Make AI discovery an authority decision.
Bring the category and commercial question. We will identify the citation and source evidence that matters first - and whether deeper authority work is warranted.