Cut Token Costs.
Daily upskill habits that cut AI spend one message at a time.
Cut Token Costs is an SMS, WhatsApp, or email habits coach for entrepreneurs, individuals, and finance, operations, marketing, HR, and client-facing teams who want to build the daily prompting habits that reduce AI spend and improve productivity. Similar to how phishing-awareness training and 2-factor authentication changed security behavior, applied to AI token costs.
A 14-day free trial starts September 15, 2026. No credit card required to start.
Sign Up Link
The problem worth solving quietly
We overspend on AI because we learned AI on our own, at different speeds, using different models and tools, without a shared way to talk about what works.
So we retype the same context every session. We reach for the expensive model on autopilot. We take three rounds of clarification instead of one clean pass. Small habits, repeated dozens of times a day, compound into the invoice you’re looking at.
Cut Token Costs sends one daily message that changes one habit at a time.
You know this pattern
- Your AI usage grew and the invoice grew with it, you’re not sure which prompts drove which cost.
- Your team keeps reaching for premium model tiers, and the bill keeps growing.
- You tried the cheaper model. You started using more of it. The bill grew.
- You have multiple AI subscriptions across a small team and no one is tracking which is doing what.
- Departments and individuals are quietly running their own AI subscriptions on personal cards or expense reports.
Sound familiar? Read on.
The lever that moves the number
What changes next month’s AI spend is what you do every time you open an AI model. Habits are the lever. Most AI waste comes from ordinary, repeated habits:
- Vague prompts that trigger three rounds of clarification instead of one clean pass
- Retyping brand voice, project context, or client history repeatedly instead of loading it once
- Defaulting to the expensive model for a one-line email edit
- Running five thin prompts where one loaded prompt would finish the work
- Re-generating from scratch instead of reusing a template that worked
Change these habits and the invoice changes. That is our thesis.
Why habits, and why now
Habits are how large groups of people change behavior at the same time. The security industry proved this. Small, frequent phishing-awareness reinforcement drove click rates down 86% over twelve months of daily nudges (FutureCISO). 2-Factor authentication is now the standard. Same behavior-change mechanic, applied to AI spend.
Two reasons this framing works:
Habits create immediate action. A daily habit message coaches a specific thing to try in your next AI conversation. The spend on that prompt is different that day, and the invoice moves in the direction you want.
Habits compound. Slow at first, then a compounding change that shows up on the invoice by month two or three.
Explore, Practice, Apply
Our approach is a partnership with People, AI, and Data, in that order.
- Explore. A habit is introduced. You interpret and understand the concept.
- Practice. You use it in familiar contexts to build fluency.
- Apply. You implement it across different types of work.
A habit can be Apply-level in one context and Explore-level in another. Someone who loads their brief when writing campaign copy might forget to load it when writing an internal HR memo. That is normal. The daily coaching keeps you moving through the three stages.
Choose your subscriber type
Cut Token Costs recognizes that people come to AI from different starting points. Each subscriber selects the type that fits them best, and content is tuned to that voice, vocabulary, and workflow context. A quick summary of the four subscriber types:
Weaver
For the person who uses AI inside tools they already know: the Perplexity tab, the Copilot pane in Word, the Gemini panel in Gmail. Weaver content addresses the daily habit of getting real value from AI without adding heavy new software to learn.
Mason
For the person building better workflows with AI: automating repetitive tasks, redesigning how a spreadsheet or CRM works, using AI to save the same 90 minutes every week. Mason content moves the reader from “I use AI sometimes” to “AI is doing this specific thing for me every day.”
Smith
For the IT technician, WordPress builder, network configurator, or troubleshooter who works alongside AI systems. Smith content addresses the operational side: when to trust AI output, how to spot cost anomalies, how to supervise AI agents that other teams built.
Sage
For the power user with strong preferences and daily practice. Sage content focuses on multi-model routing, avoiding single-provider dependence, agent scaling, and staying current with what the AI industry is shipping.
Subscribers can change types any time. This is a checkbox, not a ladder.
What arrives in your inbox or on your phone
One short message a day. Concrete. Ready to try in your next AI conversation.
Here’s a Weaver example, the everyday-tools content stream:
Tokens: When you paste a long document into AI, every word counts as input tokens you pay for. Upload the same document as a file attachment instead and most tools read it more efficiently, dropping input cost 30 to 50%. Reply NEXT. Reply BACK. Reply CANCEL. Reply HELP.
That is what a Wednesday looks like. Next Wednesday is a different habit. By the end of month one, you have built 30 new habits and your AI conversations look different.
What you receive during your 14-day free trial starting September 15
Starting September 15, 2026, each subscriber receives:
- One habit message per day, 7 days a week · tuned to your subscriber type
- NEXT and BACK navigation · advance or review at your pace
- CANCEL any time · cancellation is one keyword away
- HELP · every question gets a human-reviewed reply within 24 hours
You choose SMS, WhatsApp, or email at sign-up.
At day 8 of the trial, you receive an opt-in link if you want to continue. If the fit is wrong, the trial ends on day 14, and there is nothing to cancel.
Helpdesk Tickets
Helpdesk Tickets is a question channel alongside daily coaching. A team member messages QUESTION followed by a question. Every question gets a human-reviewed reply within 24 hours, with the reviewer’s initials on every message for a follow-up.
Pricing
For more details, see the Product Pricing page.
Base coaching, SMS, WhatsApp, or email: $12 per seat per month, billed annually, $99. And with a student discount at $50 per seat per year.
Helpdesk (optional add-on): $10 per ticket. 10+ ticket packs: $8 per ticket.
Frequently asked
How do the habits reach me?
By SMS, WhatsApp, or email: you choose at sign-up.
What if I want to cancel?
Message CANCEL any time. Sign back up at CutTokenCosts.com when you’re ready to restart.
Can I switch subscriber types after signing up?
Yes. Reply to any habit message with the new type name (WEAVER, MASON, SMITH, or SAGE) and your next-day content shifts.
What company or organization level subscriptions are available?
We are primarily a B2B product. Please email Connect@CutTokenCosts.com for details or call Kelly at +1 559-670-0352. We will send you how we can upload with a .csv.
How much will it cost after the free trial?
$12 per month or $99 per year per seat. If you are a student or not employed full time, $50 per year per seat.
Sign Up Link (starts September 15)
Who we are
Cut Token Costs is built by 2 Degree Shift, a California C Corporation and an applied research and work-based learning product firm collaborating with individuals, entrepreneurs, small, and mid-market companies.
Related pages
If you’re a CFO or CEO looking at next quarter’s line-item review, ReduceTokenCosts.com offers additional personalization and reporting options.
If your team is closer in culture to a book club than a department and you want co-designed coaching in a Learning Circle format, see TokensHelpdesk.com.
For the underlying data (pricing volatility, benchmark studies, and the dashboards we’re building around cost per finished output), start at TokenCosts.ai.
Contact: Connect@CutTokenCosts.com. A product of 2 Degree Shift, a California C Corporation.