Overview
Value saved per day
Tokens + people-time, in USD
Forecast
From the last 14 days of realized savings
Next 30 days at the current pace
—
Actual (cumulative)Forecast80% range
If rolled out company-wide400 employees
Per year—
Hours back per year—
Best-fit AI tool
Which tool SnapPrice recommended, share of prompts
Adoption funnel
From suggestion to habit
Who, where, which language
Mix of usage in this period
Insights
Generated from this period’s data
When people prompt
Prompts by weekday and hour (your local time)
| When | Who | Prompt → SnapPrice | Tool | Quality | Tokens saved | Status |
|---|
Value saved by team
USD, tokens + people-time
Leaderboard
Click a column to sort. Skill = average quality of the prompts people write themselves.
| Person | Prompts | Adoption | Tokens saved | Value | Skill | Skill trend |
|---|
Coaching opportunities
People who would gain the most from one habit — with the habit
PROMPT ACADEMY
Learn from your own team’s prompts
Every SnapPrice rewrite adds the same six ingredients. Teach them once and people stop needing the rewrite — that’s the skill curve investors ask about.
Task+Audience+Details+Format+Length+Tone
Team skill score
—
Core habits · current prompt-engineering best practice (2026)
Five habits that fix most prompts
Start here. Add the techniques below only to fix a specific problem — the best prompt uses the least structure that reliably works. This is what SnapPrice applies to every rewrite.
1 · Be explicitLead with the action and say what the answer must include.“Summarize…” → “Summarize the Q3 sales report: revenue, growth and the top 3 risks.”「まとめて」→「第3四半期の売上報告を、売上・成長率・主要リスク3点でまとめてください。」
2 · Give context & whyWho it’s for, why it matters, how it will be used.“…for the board, who will decide on next year’s budget.”「…来年度予算を決める役員会向けです。」
3 · Be specificLength, format, scope, deadline.“…in 5 bullets, under 120 words.”「…5つの箇条書き、300字以内で。」
4 · Show, don’t describeOne short example of the format or tone beats a paragraph of rules.“Use this style: ‘New: [feature] — [one-line benefit]’.”「この形式で：『新機能：[機能] — [一言のメリット]』」
5 · Allow “I don’t know”Fewer made-up facts.“If the data is insufficient, say so rather than guessing.”「情報が不足している場合は、推測せずにそう伝えてください。」
Say what to do, not what not to do: “Write in short paragraphs” works better than “Don’t use bullets”. Avoid: elaborate personas, tags everywhere, every technique at once.
Skill compounds
Weekly average quality score (0–100)
Prompts people wroteAfter SnapPrice
Practice: score your prompt
Type any prompt — the checklist updates as you write (same rules SnapPrice uses)
0
Level up
Prompt-engineering techniques
The techniques professionals use — and SnapPrice now applies automatically when they pay off. Pick a task to see which ones to use.
How often each technique appears
% of prompts in this period
In prompts people wroteAdded by SnapPrice
Advanced — for builders and API users
Best before → after from your team
The biggest expected savings this period. Green = what SnapPrice added.
Add prompts from the Prompts page · Share the best ones to Microsoft Teams
Real usage across every team. Sample data never counts.
Teams & people
Cumulative, by week
People (team members)Teams
Weekly active users
People who optimized at least one prompt that week
Active usersPrompts (right axis)
Activation funnel
From sign-up to weekly use
Retention
Of the people who started in a week, % who used SnapPrice again 1–4 weeks later
Most active teams
Last 30 days
| Team | Signed up | Members | Active users | Prompts |
|---|
Everywhere: where people use SnapPrice
By channel
Last 30 days · all time on the right
| Channel | Users | Prompts | Share | All time |
|---|
Prompts per week, by channel
Every team, every place SnapPrice runs
Growth since launch
Month by month, from the first sign-up · the current month is still in progress
New teamsMonthly active usersPrompts (right axis)
Top companies
By prompts, all time · company = the admin's email domain · grey = personal email
Every company and team
Companies (email domains)
All sign-ups
| Company / domain | Teams | People | Active 30d | Prompts 30d | All time | First sign-up | Channels |
|---|
All teams
Every team that signed up
| Team | Admin | Domain | Signed up | Members | Keys | Active 30d | Prompts 30d | All time | Last active | Channels |
|---|
Team & keys
Add the people on your team and generate a personal API key for each one. The same key works in the Chrome extension, the phone & any-browser app, the desktop and Android helpers. Team members don't need an account; Copy message gives them all the links.
| Team member | Department | API key | Prompts | Added |
|---|
Teams & admins
Everyone who signed up as an admin on snap-price.com. Each team manages its own members and keys and only sees its own data.
| Admin | Team | Members | Signed up | Last sign-in | Status |
|---|
Value assumptions
Used for every $ and forecast on this dashboard
Microsoft Teams
Share optimized prompts to a channel
- In Teams, open the channel → ••• → Workflows.
- Choose “Post to a channel when a webhook request is received”.
- Copy the URL it gives you and paste it here.
AI budget founders only
AI spend this month (the app stops itself at the cap)
Sample data
Realistic, clearly-flagged demo data for presentations. Never mixed silently with real data.
Dashboard API keys
Viewer keys can read the dashboard and API. Admin keys can also change settings, share to Teams and manage keys.
| Name | Role | Key | Created | Last used |
|---|