a live dashboard in under 5min?

Hi there,

We noticed that most teams spend more time building the report than reading it.

You know the drill. Pull data from one place, format it somewhere else, send it to the team, repeat next week. And by the time anyone actually reads the thing? Half the signals it was supposed to catch have already moved. Cool system.

Cookie AI fixes this at the source. You describe what you want to track. It builds the dashboard. Your whole team gets access. Reports generate in one click. Nothing goes stale. No more spreadsheet archaeology.

Here's how it works.

What "building a dashboard" actually means

In case you’re new, let’s start with a small intro:

Cookie AI is a crypto social intelligence platform. It indexes the entire market, creators, posts, events, narratives, sentiment, and scores everything for quality. Not just what's being said, but who's saying it and whether it's worth listening to.

You can access it as a conversational analyst (ask it anything about any project or creator and get a cited answer in seconds), as a monitoring layer (live dashboards tracking mindshare, sentiment, and signal across your sector), or as a data feed for your own tools via API.

Cookie AI has access to Cookie's full database, 600K+ scored creators, 958M+ indexed posts, real-time events, mindshare by project, sentiment at creator level. When you describe the view you want, it assembles all of that into a live dashboard built around your exact parameters.

Not clicking through menus. Not configuring settings. Just a conversation. You tell it which projects to watch, which creators matter, which metrics you care about, it builds the view. From there, everything updates continuously. One click for a fresh report. That's it.

How to create your first dashboard

1. Open Cookie Pro

2. click the toggle “more” to expand the full menu

3. Click Dashboards

4. Click New Dashboard

5. Type your prompt, describe what you want to track, which projects, which metrics, and what timeframe

That's the full setup. Cookie AI reads your prompt and assembles the dashboard from there.

A real example: Bittensor ecosystem tracker

To show what's possible, we built a live Bittensor ecosystem dashboard so you can actually see what this looks like.

The prompt was simple, tell Cookie AI which projects and creators to watch, what metrics matter, what timeframe to track. Less than five minutes from that conversation to a live, shareable view.

In case you wanna steal the prompt: “Build a dashboard tracking [bittensor] sector mindshare and sentiment withh trends over 7d and 24h; Surface the top 3 performing projects by mindshare and show their sentiment , top creators, and audience breakdown . Display the highest 3 dignal tweets from the past 24H with context and engagement . Identify top creators and which audience segments dominate mindshare across sector and projects.”

That's it. One prompt. Cookie AI took that and assembled a live, shareable dashboard in under five minutes.

What came back:

Mindshare: what percentage of total crypto conversation Bittensor and its key projects are capturing, tracked over both 24h and 7d windows. You can see at a glance whether attention is growing, holding, or dropping relative to the broader AI narrative.

Signal scores: not raw engagement numbers, but quality-weighted signal that filters out bots, farmers, and low-credibility accounts. When a creator posts about Bittensor, you see whether that post is coming from someone with real influence or manufactured reach.

Top posts: the three highest-signal tweets from the past 24h, with context and engagement stats. Not just what got the most likes, but what got engagement from accounts that actually matter.

Audience breakdown: which segments are driving conversation: traders, analysts, builders, or general CT. Useful for understanding whether the narrative is attracting the right kind of attention.

All of it updating in real time. All of it shareable with a link.

Dashboard prompts that you can steal right now

The best part about dashboards is that you can build one for almost any recurring research need. Here are 3 you can copy, paste, and adapt.

KOL tracking

You're about to run a campaign and need to know which creators are actually worth working with. Follower counts don't tell you much, what matters is whether their audience is real and whether credible accounts engage with their content.

"Build a dashboard tracking the top 10 KOLs in [sector], excluding founders. For each creator show: signal score, mindshare contribution, recent posts with engagement analytics, audience quality score, farmer probability, and engager breakdown by creator type. Flag any accounts with high farmer probability. Add an engager authenticity view per creator, and a comparative table across all 10 so I can benchmark them against each other.”

We tried this prompt with top Defi KOLs, and this is what came back: 7 widgets across 3 sections:

1. Comparative Benchmark Table: Full-width table with all 10 KOLs side by side: Signal, Mindshare %, Posts, Impressions, Avg Signal/Post, Avg Engagements, Smart Followers, Audience Quality %, Farmer Probability, and Farmer Risk flag (color-coded badge)

2. Signal Ranking: Horizontal bar chart for quick visual comparison

3. Mindshare Pie: Shows how concentrated DeFi attention is among the top 10 vs. the long tail

4. Recent DeFi Posts: Drill-down per creator showing their posts ranked by Signal with full engagement breakdown (impressions, likes, RTs, replies). Clickable links to tweets.

5. Engager Type Breakdown: Per-creator drill-down showing the professional composition of their audience (Opinion leaders, Builders, Traders, Investors, Farmers, etc.)

6. Engager Authenticity Chart: Stacked bar across all 10 KOLs: green = Smart KOLs, gray = Regular, red = Farmer-flagged.

7. Farmer Risk Flags: Combined risk table sorted by severity.

Global filters: Lookback period (default 30 days, 7–90) and Top N (default 10, 5–25) sync across all widgets.

Use this before briefing any creator, signing any deal, or allocating any budget.

Competitive benchmarking

Your project is active. So are your competitors. The question is whether your mindshare is growing relative to theirs, and if not, what's driving their attention that isn't driving yours.

"Create a dashboard comparing [your project] against [competitor 1] and [competitor 2]. Show mindshare over 24h, 7d, and 30d for each. Include sentiment breakdown, bullish, bearish, neutral, and flag any notable sentiment shifts in the past week. Surface the top creators driving conversation for each project and show their signal scores, creator type, and audience quality so I can see who exactly is talking about them. Show the top performing posts for each competitor in the past 7 days with engagement analytics. Identify which audience segments (traders, analysts, builders, CT) are driving their mindshare and compare that against ours. Pull any events detected in the past 30 days for each project (partnerships, product launches, listings) and show whether those events correlate with mindshare spikes. Flag any sudden increases in low-quality engagement or high farmer probability activity across any of the three projects.”

We tried this prompt for Polymarket, Kalshi, and Limitless, and this is what came back:

1. Mindshare Comparison Table: 24h / 7d / 30d mindshare with period-over-period change

2. Daily Mindshare Trend (30d): Line chart tracking daily attention share

3. Sentiment Breakdown (7d): Bullish/Bearish/Neutral counts + weighted sentiment score with prior period comparison

4. Daily Sentiment Trend (14d): Spot reversals and shifts day by day

5. Top Creators Driving Conversation (7d): Filterable by project. Signal, creator types, smart followers, farmer probability

6. Top Performing Posts (7d): Filterable by project. Linked tweets with signal, impressions, engagement breakdown, sentiment

7. Audience Segment Comparison (7d): Bar chart showing which creator types (traders, builders, VCs, etc.) drive each project's signal

8. Events with Mindshare Impact (30d): Every detected event with same-day mindshare vs prior day, showing the Δ to identify which events actually moved the needle

9. Farmer Activity Flag (7d): High-farmer-probability accounts, their signal contribution, and which project they're inflating

10. Farmer Signal Share Trend (7d): Daily % of signal from farmer-flagged accounts per project

Weekly team report

Your team needs a consistent view of how the project is performing week over week, but someone has to pull the data, format it, and send it. That process takes hours and produces something that's already slightly out of date by the time it lands.

"Create a weekly report dashboard for [project]. Include: mindshare trend over the past 7 days with a comparison to the previous week and percentage change. Sentiment breakdown (bullish, bearish, neutral) and flag any notable shifts. Top 5 posts by signal score with engagement analytics and engager authenticity. Top creators driving attention this week, their signal scores, creator type, and whether their audience quality has changed. A summary of any events detected in the past 7 days, partnerships, product launches, team updates, and whether they correlate with mindshare or sentiment movement. Highlight any anomalies: sudden engagement spikes, drops in share of voice, or upticks in low-quality activity."

We tried this prompt for Polymarket, and this is what came back:

1. Mindshare %: current week vs previous week, with % change

2. Total Signal: quality-weighted engagement, WoW change

3. Sentiment Score: weighted sentiment, WoW change

4. Total Posts: tweet volume, WoW change

5. 5. Daily Mindshare Trend (line, 14 days): shows both this week and last week for visual comparison

6. Sentiment Breakdown (area chart, 7 days): stacked bullish/bearish/neutral post counts per day to flag shifts

7. Top 5 Posts by Signal: signal score, impressions, engagements, likes, retweets, smart engager ratio (% of engagers who are Smart KOLs), author, text with link

8. Top Creators Driving Attention: creator name, total signal this week, creator type(s), followers, smart followers, farmer probability, signal change vs last week

9. Detected Events: event name, type, description, date — filtered to last 7 days

10. Anomaly Detection: Daily Engagement Heatmap (combo chart), daily signal + post count + avg farmer probability of engagers, highlighting days where any metric deviates sharply from the week's average

Build this once. From then on, your weekly report is one click.

The actual shift

Building a report used to mean assembling one. Now it means describing one.

That's the bit worth sitting with. The value isn't just saved formatting time, it's that your intelligence is always current, always accessible, and built around your specific situation. Not a generic template someone else designed for a different problem.

If you're still tracking crypto narratives manually in 2025, no judgment. But there is a faster version.

Try it in Cookie AI → here

Got questions? Feedback? You know where to find us 📞, we’re here to help you get organized, even if we’re still figuring out our own lives.

Until next lesson,

stay cookish. 🍪