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Plans compared

Plans, and what actually differs between them

Three plans are sold at set prices, and two are built to order. This page sets out what each one carries.

A custom plan and run credits are priced from the measured cost of what they ask.

Illustrative data with fictional names. Share of answers naming each business: Rival A 38 percent, you 31, Rival B 24, Rival C 17, Rival D 9. Rival A was named and you were not in 9 of 15 answers to "best harbor hotel for a weekend" and 7 of 15 to "hotel with a rooftop bar downtown".
Example competitor view, on every plan. Names are fictional.

What every plan includes

Start from what does not vary. Every plan gets the same measurement method and the same pages.

A baseline for every website

Each website's first completed cycle is kept as its baseline: the fixed question set and the scores computed from it, frozen when captured.

Everything the platform later shows as movement is measured against that baseline.

The same pages on every plan

What the plan controls

A plan sets which AI engines are asked, how many questions are scored and how many more are watched.

It also sets how often the cycle runs and how many websites are included.

The plan is written to each website as its monitoring plan (client_monitoring_plans). The pipeline asks only the engines in it.

An extra website on Pro or Advanced may be measured at Starter depth instead, for its own monthly price. Its monitoring plan is then the Starter plan: 24 scored and 26 watched questions on the five AI tools without Copilot.

The tenant's plan_tier is read in two places that change what you get:

  • the handler that adds a website (POST /api/clients), for the websites included and the cap;
  • backend/src/routes/queries.js for watch breadth.

No page, no score and no export is gated on the plan.

Illustrative data with fictional sites. The pages AI cited most: a review page about Rival A, 48 times; your rooms page, 31; a city guide of the best harbor hotels, 27; Rival B spa page, 19; a travel magazine weekend roundup, 14; your weddings page, 6.
Pages Cited by AI, on every plan. Example data.
Illustrative action plan for a fictional hotel, each step with its evidence. Add a family suites page, absent from 11 of 15 answers. Correct the pet policy on two booking listings, repeated by 5 AI tools. Publish one figure for the event space. Earn a place in a cited harbor roundup, cited in 27 answers. Reply to recent reviews. Mark up rooms and rates.
The action plan, on every plan. Example data.

The plans side by side

Three plans where we collect the answers, and Bring Your Own Answers, where you upload them. Agency and Enterprise are built to order.

Starter, Pro and Advanced side by side. Engines: 5, 5 and 6, with Advanced adding Microsoft Copilot. Questions: 50, 150 and 250, each the same 24 scored questions plus watch questions. Every question is asked three times on every engine, every week. Pages and scores: every one on every plan. Agency and Enterprise are built to order with the same cost model.
The sold plans differ in questions and engines. Every plan asks each question three times, every week.

Every figure in the table is read from the pricing model (config/plan-pricing.json through backend/src/lib/plan-pricing.js) when the page loads.

Starter, Pro and Advanced are set prices, chosen to compete and always above the measured cost of their answers.

A custom plan from Build your plan is priced from that measured cost plus a share of the platform cost, with a monthly minimum. Checkout charges the same numbers.

Plan Engines included Not included Questions Cadence AI answers a month Monthly, one website
StarterLoading
ProLoading
AdvancedLoading
Bring Your Own AnswersLoading
AgencyBuilt to order
EnterpriseBuilt to order

Agency and Enterprise are priced with the same model, from the websites and engines they measure.

An account opened before 6 October 2026 may hold an earlier plan. The Billing page shows the plan each account holds.

AI engines

Seven engines are supported: ChatGPT, Google AI Overviews, Google AI Mode, Gemini, Perplexity, Claude and Microsoft Copilot.

Starter and Pro ask the first five. Advanced adds Microsoft Copilot. Copilot and Claude can be added to any plan; Agency and Enterprise include both.

ChatGPT
Every plan
AI Overviews
Every plan, lowest cost
AI Mode
Every plan, from October 9, 2026
Gemini
Every plan
Perplexity
Every plan
Claude
Add-on to any plan, at cost
Copilot
Advanced, or an add-on

A website is measured on the engines in its plan, narrowed to the engines the account may run (tenant_engine_addons).

Every engine left out is recorded with the reason.

Why this matters for reading a score

Platform Consistency and Visibility Rate are computed over the engines that actually ran. Two websites on different plans are measuring different surfaces.

The methodology page explains what each component does with the engines it is given.

Illustrative data. The question "Quiet hotel near the harbor with parking?" is asked three times on each of five AI tools. ChatGPT named the business twice: mentioned. Google AI Overviews named it once: not named. Gemini recommended it twice: recommended. Perplexity cited its website three times: cited. Google AI Mode named it once: not named. Two answers out of three decide each result.
Example: each engine in the plan is asked three times, and two of three decide.

Run credits

A plan measures on its own schedule. A run credit pays for a run you start yourself outside that schedule.

Credits are added to an active plan. An account with no plan, or a lapsed subscription, cannot buy them.

The plan carries the cost of running the account, and a credit is priced on run cost alone.

What one credit covers

One credit covers a run of the Pro plan's scored and brand questions on its five engines, asked three times. A run takes the credits its own cost needs.

A run measures the scored and brand questions when a website has a cohort. Otherwise it measures the whole ready question library.

5 credits
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20 credits
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50 credits
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Credits are added to an active plan and do not expire. Buy them from the Billing page.

Pack prices come from creditPricing in backend/src/lib/plan-pricing.js: never more than 10 percent off, and never under twice the cost of the credits.

When the balance is short

Balance does not cover the run

The run is refused. The refusal names the credits needed, the balance, and the questions and engines. Nothing is queued or consumed.

The run cannot start after payment

A run that cannot be started after the credits were taken is refunded in full.

How often runs happen

Starter, Pro and Advanced measure each week. A custom plan can measure every two weeks or monthly instead.

There is no daily or real-time monitoring. A run outside the schedule uses run credits.

Illustrative data. Twelve weekly runs of the Live Visibility Score, from 41 to 52, against a dashed first benchmark of 41 from the audit. A change is logged at week 7. Shaded bands mark Reactive, Structured and Integrated.
Example: one point per weekly run, against the baseline.

One core cohort for every plan

Effective 5 September 2026 (framework v3.53)

The locked cohort, the four-cycle window and the intervals are running on the platform (backend/src/services/cohort.js, backend/src/lib/cycles.js, migration 087).

A website's first completed cycle under this rule is its baseline, and its live score starts from that cycle.

Two panels. The scored core: the same 24 questions on Starter, Pro and Advanced, each asked three times on every engine, every week; the score uses these alone. The watch list: 26, 126 or 226 more questions, each also asked three times on every engine, every week; reported question by question, never scored.
The scored core builds the headline score. The watch list is recorded and never scored.

The same care on every plan

Measurement quality is not held back by plan. A smaller client's score has to be as trustworthy as a larger one's.

So every plan asks every question, scored or watched, three times on every engine, every week. The headline score uses the core cohort alone.

In testing, we observed that AI answers vary between tries. Two answers out of three decide each result.

What differs by plan

Breadth differs: the number of scored questions, the number watched beside them, the engines and the cadence. The plan table above states each one.

Watch prompts feed the per-prompt view, the drop-off tiers and the answers feed. They enter no composite.

That keeps the headline number comparable between a Starter customer and an Advanced customer measuring the same brand.

Watch prompts are asked three times too

A watch prompt is measured on the same instrument as a core prompt: every platform you have enabled, with retrieval on.

Since framework v3.79, a watch prompt is asked three times per platform per cycle, like a core prompt. Two answers out of three decide each result.

A watch reading is reported question by question and enters no score. Moving a prompt into the core starts a new cohort version.

The window

The score is computed over the last four completed weekly cycles rather than a sliding calendar window.

The number changes when a cycle lands and at no other time.

What running the measurement costs

A custom plan's price is computed from the answers a month it asks, times each engine's measured rate, plus a share of the platform cost.

The three standard plans are set prices, held above that same cost.

The measured rates come from audit-pipeline/run_audit.py.

Microsoft Copilot carries its own measured rate, about 1.5 cents an answer.

The earlier arithmetic is in docs/measurements/monitoring-cost-2026-09-06.md.

The methodology page covers the monitoring in full: the surface, the cycle, the window, the seven components and how uncertainty is shown.

Design of record: docs/superpowers/specs/2026-09-05-deterministic-monitoring-design.md.

Build plan: docs/superpowers/plans/2026-09-05-deterministic-monitoring-plan-2-cohort-and-window.md.

The core cohort of 24, the locked and versioned cohort, and the four-completed-cycle window are specified there.

The watch counts of the legacy tiers are the founder decision of 5 September 2026 (WATCH_BREADTH in cohort.js).

The sold plans watch what their preset in config/plan-pricing.json says.

Changing your plan

Plans are chosen on Billing.

Payments are processed by Stripe, and the platform never holds card details.

Not sure which plan fits?

Click the lightbulb in the bottom-right corner. The assistant knows how many websites are on the account and what the current plan is.

For how the scores themselves are computed, read our approach. For everything else, the FAQ.