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The operating system for audience-powered businesses

Find the opportunity. Model it. Sell it. Run it.

Audonomics reads your audience across every platform you are on, ranks the experiences you could create for them, models the economics honestly, tests demand before you spend, and runs whatever you approve — down to the run of show.

One question, asked continuously: given this audience, what is the highest-value thing we could create — and can we actually execute it?

Destination experienceDemand test live

Four-night coastal retreat · Lisbon

511 members have travelled for you before and 288 sit in Superfan. This is the smallest thing you can build that they would cross an ocean for.

Score
87
Estimated gross
$179,600
Modeled
at capacity
Estimated costs
$95,000
External
3 vendor quotes
Contribution
$84,600
Calculated
47% margin
Capacity
60
External
guests
Recommended price
$2,400
Modeled
entry tier
Qualified demand
412
Observed
deposit intent
Break-even22 of 60 guests · 37% sell-through
Calculated$48,200 fixed ÷ $2,213 contribution per guest
Confidence 0.58 — ModerateCeiling 0.60, set by Modeled inputs

This estimate cannot be reported as high confidence while revenue is modeled. Convert the deposit test to orders and the ceiling rises.

Example product surface. Figures are illustrative and internally consistent, not a customer result.

The spine
  • 01
    Audience
  • 02
    Intelligence
  • 03
    Opportunity
  • 04
    Concept
  • 05
    Economics
  • 06
    Sales
  • 07
    Operations
  • 08
    Experience
  • 09
    Analytics

Nine stages, one loop. What happened at stage nine changes who your audience is at stage one.

Audience → Intelligence

An audience is not a follower count.

Every platform holds a fragment of the same person. Audonomics resolves the handles back to one record, keeps an append-only log of what that person actually did, and sorts them into ten segments carrying a 0–100 value score.

  • Social, video, music, email, CRM, commerce and ticketing — unified, not stacked
  • Casual, Engaged, Customer, Repeat, VIP, Superfan, Community Leader, Traveler, Collector, Experience Buyer
  • Configurable value scoring with a visible breakdown — edit a weight, watch every score move and read why
  • Predicted lifetime value is stored apart from observed spend and is never presented as fact
Segment
Members · median value
  • Casual41,20812
  • Engaged9,64028
  • Customer4,18744
  • Repeat1,90258
  • Traveler51168
  • Experience Buyer77466
  • Collector34963
  • VIP60471
  • Community Leader9679
  • Superfan28886
ObservedPopulations from your records. Scores calculated from weights you set.

Example product surface. Figures are illustrative.

Opportunity engine

It never stops asking what you should build next.

Destination experience, retreat, cruise, festival, private dinner, membership, drop, mastermind, tournament, multi-city series. The engine ranks them against each other and shows its working.

  • Seven dimensions: revenue potential, margin, demand, audience fit, complexity, risk, time-to-launch
  • Every score opens into its factors and weights — a low rank is as legible as a high one
  • Each opportunity carries a written thesis and machine-checkable reasons, each tagged with provenance
  • Dismiss one and the next ranking accounts for it
How the ranking works
Ranked this morning
Score
  • Four-night coastal retreat · Lisbon
    Travel·$84,600 contribution · break-even at 22 of 60
    87
  • Twelve-seat private dinner series · 4 cities
    Gather·$61,400 contribution · 6 weeks to launch
    81
  • Annual membership with quarterly drops
    Membership·$18,900 monthly recurring at 9% conversion
    74
  • Weekend festival, owned venue
    Gather·$212,000 gross · $164,000 fixed before a ticket sellsRisk 78
    61
  • Seven-night charter cruise
    Travel·Deposit to operator due 11 months outComplexity 91
    43

Example product surface. Figures are illustrative.

Economics

A revenue estimate is not a model. This is a model.

Fixed costs, marginal cost per unit, tier mix, break-even, minimum viable capacity, and the conversion rate you would need. Three cases from one input set. Move a single assumption and every figure recalculates.

Conservative, Base and Upside cases for the Lisbon retreat model
CaseConservativeBaseUpside
Sell-through45%72%95%
Guests274357
Gross$80,800$128,700$170,600
Variable costs$21,060$33,540$44,460
Fixed costs$48,200$48,200$48,200
Contribution$11,500$47,000$77,900
Margin14%37%46%
ModeledBreak-even is 22 guests in all three cases. Only sell-through moves.

Example product surface. Figures are illustrative.

  • Conservative, Base and Upside computed from the same inputs — never typed in by hand
  • Break-even and minimum viable capacity stated in guests, not percentages
  • A scenario simulator that recalculates instantly and saves the what-if
  • Money is integer minor units end to end. No float ever touches the money path
Before you commit capital

Waitlists, refundable deposits, presales and tier tests run against the model, not beside it. A deposit at the $3,600 tier does not just prove interest — it moves the tier mix, the sell-through assumption and the confidence ceiling.

Provenance

Every number is labelled by where it came from.

Most software presents an estimate and a fact in the same typeface. Audonomics will not. Every figure that is not a raw record carries one of five labels, and the label is part of the number — it travels with it into every table, export and report.

Confidence is then capped by the weakest input. A projection built on modeled revenue cannot report high confidence, no matter how many reasons support it. That is enforced in the code that computes confidence, not left to a copywriter.

The practical effect: when Audonomics tells you an opportunity is worth $84,600, you can see in one glance that the gross is modeled, the costs came from three vendor quotes, and only the demand figure is something that actually happened.

Provenance
Confidence ceiling
  • ObservedRecorded directly from your data. Not an estimate.0.95
  • CalculatedArithmetic on observed data. Deterministic and reproducible.0.90
  • ExternalSourced from a third party. Accuracy depends on that source.0.75
  • ModeledAn estimate from assumptions you can inspect and change.0.60
  • AIGenerated by a language model. Judgement, not measurement.0.50

The five labels as they appear in-product, with the confidence each one permits.

Sales → Operations → Experience

An approved opportunity becomes something you can actually run.

Most tools stop at the plan. Audonomics turns the approved thing into inventory that cannot oversell and a project that knows its own dependencies.

Inventory that cannot oversell

Tiered packages with price, unit cost, quantity, benefits and sales windows. The rule that sold plus held can never exceed quantity is a database CHECK constraint — it holds under concurrency, at 3am, during the rush.

sold + held <= quantity

A schedule that reasons

Milestones, tasks, owners, budget lines, vendors, contracts, staffing and run of show. The dependency engine answers the question every organiser actually asks: if the date moves two days, what breaks?

task_id <> depends_on_id

Money handled properly

Deposits, installment plans that always re-sum to the order total, upgrades, transfers, refunds capped at what was paid, discounts with redemption limits, and referral codes.

refunded <= paid
AI Opportunity Architect

Agents that prepare the work and then stop.

The agents reason over your actual platform data — your members, your quotes, your orders — not a generic prompt. They draft the concept, build the model, write the campaign, and assemble the vendor brief.

  • Anything creating a financial, contractual or legal commitment lands in an approval queue and waits
  • Every proposed action states its payload, its risk notes and the role required to approve it
  • Every conversation turn is persisted, so the reasoning stays auditable
  • Agent output is labelled AI, which caps its confidence at 0.50 — by construction
opportunity_strategistAwaiting owner approval
campaign.send

Invite 412 members in Superfan and Traveler to place a refundable $400 deposit on the Lisbon retreat, closing in 14 days.

Risk notes
Collects funds. Creates a refund obligation.
Approval required
Owner
Status
Proposed — not executed

Nothing that creates a financial, contractual or legal commitment executes without a row in this queue and a human on it.

Example product surface. Figures are illustrative.

Example scenarios

Built for anyone whose audience already exists.

The archetypes below are illustrative scenarios we use to design and test the product — not customers, not testimonials. What they share is a real audience and no system that turns it into a business.

  • Musician
    Four-night listening retreat for 60
  • Influencer
    Twelve-city meet-and-greet series
  • Chef
    Twelve-seat dinner, four cities
  • Athlete
    Training camp with a travel package
  • YouTuber
    Creator mastermind, two cohorts
  • Author
    Writing immersion, one week
  • Gamer
    Regional tournament with a spectator tier
  • Educator
    Cohort programme with alumni membership
Read the full scenarios
The loop

The retreat sells out. Sixty people who had never travelled for you now have. They move from Engaged to Traveler, their value scores rise, and tomorrow morning the engine ranks a different set of opportunities than it did yesterday — because the audience is genuinely different.

That is the whole argument for a single system. A ranking tool that cannot see what you sold is guessing. A ticketing tool that cannot see who bought is a cash register.

See what your audience is worth building for.

Connect a source, let the engine rank what you could create, and read the economics before you commit a cent.