The Brand Dashboard — what it is and why it matters

We have two surfaces now, not one. The Intelligence Brief is the deep quarterly analysis — a 5-viewport interactive site at reelshort-w19-brief.pages.dev. The Brand Dashboard is the weekly tracker at shuriq-brand-dashboards.pages.dev, refreshed every Monday morning, that anchors against the brief and shows what's moved.

Together they form the product Kristine Hagedorn was asking for on the 2026-05-12 call: an interactive, evidence-anchored, founder-editable alternative to a pitch deck — but extended into a recurring intelligence relationship rather than a one-off artifact.

The dashboard alone closes most of her surfaced asks. The pair closes the rest.

Section 01What the Brand Dashboard actually is

Open https://shuriq-brand-dashboards.pages.dev/ in another tab and read top-to-bottom. The page composes eleven sections in this order:

1. Identity header. Brand name, parent, markets, the week we're reporting on.
2. Intelligence Brief banner. A cobalt panel pointing to the full deep-dive site, with the issue date and the next scheduled refresh window.
3. Structural Advantage Pentagon. Five clickable pillars (Distribution, Content, Community, Narrative, Monetization), each with Present / Opportunity / Score numbers and a paragraph readout. The pentagon center carries the SBPI composite. A dashed red line flags the broken edge — the strain point between two pillars that don't currently translate to each other. Tap any pillar to read it.
4. Numbers Spine. Six anchor stats this week. Plain-language labels.
5. Key Signal. One paragraph on the one thing that happened this week that actually moved the score. Linked to source.
6. 4-Week Trajectory. A sparkline of the composite across the past four weeks plus a one-sentence summary of the net move.
7. Stack Rank. All 21 brands in the category ranked by composite this week. Your row highlighted. Side panel calls out the biggest movers with one-line notes.
8. Progress Against Your Brief. The six structural gaps and the five plays surfaced in the last deep-dive, each with a status pill (Open · Monitoring · Not started · In progress · Closing · Resolved). The status flips week-over-week as the brand executes plays and gaps close.
9. Strain Point + Recovery Move. Two callouts. The dimension that's holding the composite back, and the specific move that lifts it.
10. Mode tabs: Original and Lyapunov. Two parallel framings of the same week's evidence. Original is direct brand-implication framing ("here's what just happened and what to do about it"). Lyapunov is the structural-stability framing ("here's how firmly the change sticks"). Cards under each tab cite their evidence.
11. Onboarding handoff footer. "Subscribe — coming soon" CTA, prepping the conversion to a paid recurring relationship.

Every claim cites its source. Every visualization carries a drill-down link to the full Intelligence Brief.

Section 02How it fits the Report Studio architecture

The Report Studio is the composition engine — the runtime that takes a brand's corpus and an ontology grammar and produces an editorial brief plus a viz hub. Its outputs are artifacts: structured, deterministic, one-shot at a moment in time.

The Brand Dashboard is the recurring surface on top of those artifacts. It updates every week from the weekly SBPI tracker. Where the Studio produces a thing, the Dashboard maintains a relationship.

The brief is the map. The dashboard is the weekly pin update on the map.

Where the two reinforce each other

• The dashboard's pentagon links into the brief's full pentagon (Present/Opportunity/Score per pillar with deeper paragraphs).
• The dashboard's stack rank section links into the brief's Gap Radar (the structural gaps that explain why brands are where they are).
• The dashboard's strain-point callout maps to one of the brief's six gaps — when the brief gets reissued, the dashboard's strain-point updates with it.
• The dashboard's mode-cards reference evidence that the brief carries as full citations.

Section 03How it answers the Reffer call

Read the 2026-05-12 analysis at projects/shur/reffer/post_call/2026-05-12-kristine-hagedorn-call-analysis.md for full context. The specific asks Kristine surfaced on the call, mapped to what the dashboard now does:

Pitch-deck fatigue · the white space

The dashboard is that alternative — but extended. A pitch deck is static. The dashboard is an interactive, live URL that a founder can send to an investor with a single link. The investor sees the SBPI composite, the trajectory, the stack rank against peers, the gaps the founder is aware of, and the plays the founder is executing. The founder didn't write the analysis — the system did, citing public-web sources.

An investor reading the dashboard understands the founder's position in ~90 seconds. A pitch deck takes 20 minutes and leaves more questions than it answers.

Monthly subscription to host a pitch artifact

The "Subscribe — coming soon" footer on the dashboard is the placeholder for exactly this. Pricing intuition from her [42:31] elaboration: low monthly fee for hosting + refresh, a-la-carte add-ons (deeper Pressure Test, custom stack rank, editorial brief), step-function up to high-touch tiers when the company grows.

The dashboard is the artifact someone pays a monthly subscription to host. The current ReelShort instance is the proof point — it lives at a URL, refreshes weekly, costs us almost nothing to maintain per brand.

Stack ranking · "how do I get my number up?"

The dashboard's stack rank section is the live version of this. All 21 brands listed by composite. Movement column showing who gained and who slipped. The reader's brand highlighted. This is the same NFLPA mechanic Kristine validated, applied to micro-drama, ready to apply to any vertical with an SBPI rubric.

A founder reading their own dashboard sees they sit at #1, +0.70 this week, but the strain point at Community Strength is dragging composite by 2.4 points. The natural question is exactly what Kristine described. The answer is in the Recovery Move callout below.

Middle-to-middle AI

The dashboard is middle-to-middle. It doesn't write the founder's narrative for them. It doesn't replace the analyst — it gives the analyst (or the founder, when self-serve ships) a structured surface that compresses what would have been a six-figure consulting engagement into a recurring weekly artifact. Outside-in compression, tracked over time.

Real-time editing · "without waiting for a one-to-one"

The current dashboard is generated by a Python script (workflows/generate.py) reading three artifacts: a brand profile, two mode-feed markdown files, and the weekly SBPI state. To give a founder real-time editability, we connect those source files to an editable surface (web form, vault sync, or inline editor) and re-run the renderer. The architecture already supports this — the bottleneck is just shipping the edit UI.

Status flips on the Progress Against Brief section work the same way. When the brand executes "Trade-press crossover", a status update in the state file flips the dashboard from "Not started" to "In progress" to "Executed" on the next render.

Consumer wordmark · "your analyst, not your AI tool"

Open question. The dashboard is currently branded under ShurIQ. For the self-serve founder tier, Kristine's instinct is to give the product a separate consumer wordmark that signals "your analyst" rather than "your AI tool". Worth a naming sprint before the self-serve MVP ships.

Information density risk

Kristine flagged at [20:23-44] that the dashboard is rich enough to overwhelm a first-time user. Two things have changed since the call addressed this:

• Plain-language sweep — we stripped "Viewport", "SBPI", "composite", "Δ", "W19", "vertical weights" and replaced with words a brand decision-maker reads cold ("overall score this week", "Change vs last week", "Where you sit").
• Progressive disclosure — every section opens with a one-paragraph plain-English lead. Detail is one click away (pillar nodes, mover sidebar entries, brief progress items). The drill-down links into the full Intelligence Brief carry the methodological depth without forcing the casual reader through it.

Hover-to-source affordance

Partial. The Original-mode and Lyapunov-mode cards on the dashboard cite source paths inline. The full Intelligence Brief carries 32 distinct public-web sources with citations in the Methodology appendix. The remaining work is bringing hover-source affordance to the inline numbers (the Numbers Spine, the pentagon scores, the stack-rank deltas) — that's a small UI sprint, not a redesign.

Section 04How it strengthens our market-product offering

Three threads sharpen.

Thread 01 · The "between deep-dives" wedge

Before this, our product was the deep analytical artifact — Intelligence Brief, Pressure Test, Editorial Brief, Cold Read. Each is a one-shot. A client engages us, we ship, they read it once, value decays.

The Brand Dashboard converts the one-shot into a recurring relationship. The brief is the anchor; the dashboard is the weekly check-in. Renewal is automatic because the dashboard refreshes whether or not we have a new client engagement scheduled.

This is the second leg Nuri has been arguing for. Without it, we depend entirely on enterprise win rate. With it, we have a subscription line that doesn't require a new high-touch engagement to keep generating revenue.

Thread 02 · The differentiation against "ChatGPT on your pitch deck"

The market has plenty of LLM tools that will ingest a pitch deck and answer questions about it. None of them produces a deterministic, source-grounded, recurring artifact with a structural rubric. The dashboard is the visible difference:

• Deterministic structure. SBPI is a fixed five-pillar rubric. The score doesn't change because someone reworded a prompt.
• Source-grounded. Every claim has a citation path. The methodology is published.
• Recurring. It's not a chat session that ends when you close the tab. It's a URL that updates every Monday.
• Cross-brand context. A pitch-deck chat answers questions about your deck. The dashboard places you on a stack rank against 20 peers in your category.

Thread 03 · Three revenue threads on one surface

The dashboard is the surface common to all three. The Report Studio is the engine common to all three. The pricing tier sets cadence and depth, not surface or scoring methodology.

Distribution Kristine opened on the call

• Pitch competitions across the country (she's been on the circuit for 18 months).
• Veteran-owned founder networks (her pro bono channel).
• The NFL / pro sports founder adjacency through Reffer.
• Family-office connections from her Hawthorne days.
• Warm enterprise leads — DBM Global ($2B steel construction company that publishes a quarterly stack rank manually) and a ServiceTitan principal.

The dashboard makes every one of those introductions ship-ready. We can show a live URL today. We don't need to bring a custom build to a first conversation.

Section 05What's still to build

Items in priority order for the next sprint:

1. State file for play/gap status updates — currently hardcoded; needs a YAML file the team edits weekly to flip statuses.
2. Self-serve startup-archetype rubric — distinct from the SBPI we use for established brands. The Reffer dashboard would be the first instance.
3. Inline editing UI for founder self-serve — connect generator inputs to a web form so the founder can refine their narrative without engineering support.
4. Hover-source affordance on inline numbers — Numbers Spine, pentagon scores, stack-rank deltas all need a hover-source surface.
5. Subscription billing + investor-view share links — Stripe-grade pricing engine; read-tracking for the share links.
6. Consumer-facing wordmark — naming sprint, per Kristine's [57:12] note. "Your analyst" not "Your AI tool".
7. Batch dashboard generator — currently runs single-brand. Phase 2.2 in the backlog is fanning to all 21 micro-drama brands.

The first three are the unlock for the self-serve startup tier. Items 5 and 6 are the unlock for paid subscription launch.

Section 06What I want feedback on

Three calibration questions worth thinking through: