Project Dashboard

AI Brand Visibility — a productized service that makes brands visible in AI systems. All project deliverables at a glance.

Status ● Live — Quick Check on www.sergeant.agency/en/ai-branding (+ /en/book-call) ● Live — Brand Audit engine (packages 0–6): sgt-audit-engine Worker + cron, 4 platform adapters, client portal + PDF reports Public launch this week · operate everything via /admin

Product · Live

What operators touch — the live Quick Check runs on the agency site, operated in /admin.

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AI Brand Audit

Audit blueprint: scoring, 6 dimensions, deliverables, timeline, tech stack, commercials, competitive positioning. The engine (packages 0–6) is built — run audits in /admin → Audits.

Blueprint

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Validation Queue

Review Quick Check outputs. Reviewers (Varduhi, SGT team) flag whether scores, hallucinations, and competitors match reality. Drives prompt + scoring tuning.

Ready

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Embed Smoke Test

Harness for the hosted embed/v1 widget — landing, widget, book-call and thank-you scopes. Redirects to the embed dev-test page.

Live

Sales & GTM

Narrative and conversion.

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Sales & Content Strategy

Go-to-market plan, target audience, 3-tier pricing, year-1 revenue projection, and content flywheel.

Review

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User Journeys

4 paths to the audit: Quick Check funnel, direct pitch, workshop, content. Conversion levers and target metrics.

Ready

Research & Benchmarks

Evidence, competition, data sources.

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Benchmark Findings

30-brand methodology benchmark (May 2026). Three headline statistics (97% have hallucinations, ChatGPT 72%, three brand-AI states) with cross-industry patterns for the audit pitch.

Ready

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Competitors

Landscape of AI visibility tools (AI Voice, Otterly, Peec, Searchable, Profound) and service providers. Comparison matrix and our moat.

Review

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SRG × cuemarc Readout

Deep-dive on the swissreputation.group + cuemarc Pharma/MedTech study (CHF 4,800 productized bundle). Methodology, gaps to attack, patterns worth borrowing, implications for SGT positioning.

Ready

Runbooks & Docs

Operational docs — also in /admin → Docs. Product SoT is the project CLAUDE.md.

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Runbooks

How the product is deployed and operated.

Deploy — build & CF Pages Doc Brand Audit engine runbook Doc Call booking widget Doc Drupal embed integration Doc Brand Audit app plan Doc