PROVABLE GROWTH FOR AI ANSWERS
Turn visibility in AI answers into improvements you can verify.
Measure how your brand is represented in important buying contexts. Compare expected impact and investment before acting, then retest under the same recorded conditions.
- 01Model impact before investing
- 02Execute after human approval
- 03Retest under matched conditions
WHAT PROVABLEGEO DOES
GEO/AEO from measurement through verified improvement.
ProvableGEO measures how a brand appears in important AI-answer buying contexts, identifies missing evidence, models impact, cost and duration, and verifies approved work under matched conditions.
Built for teams that need
Improve awareness, citations and recommendations around business-critical questions.
Connect search fundamentals with AEO-ready answers, structure and evidence.
Compare expected impact, budget, timing and risk before approving work.
ANONYMOUS OUTCOME DEMO
See the improvement range before committing budget.
An anonymous enterprise software demonstration. Measured baseline and modeled scenarios are clearly separated.
- Indicative implementation
- $7,800–$19,800
- Estimated duration
- 30–60 days
- Model confidence
- 80%
The fixed-scope estimate includes diagnosis, action design, implementation support for priority actions and a matched retest. Large-scale production, paid media, digital PR and third-party media costs are excluded.
This covers one complete improvement cycle and is therefore different from a monthly monitoring-software subscription.
Model assumptions
- Selected actions pass human governance and are delivered at the declared rate
- Winning Context weights and the measured baseline remain representative
Not included
- Any guarantee of ranking, citation, recommendation, revenue or deployment
- Engine changes, competitor actions and distribution lag
PROVABLE FLOW
Trace every decision from measurement to outcome.
Connect the baseline to investment, approval, delivery and verification in one readable path.
- 01 · MEASURE
Measure
Establish current AI answers and priority buying contexts
- 02 · DECIDE
Decide
Compare impact, cost and evidence requirements
- 03 · IMPROVE
Improve
Execute only the actions people approve
- 04 · VERIFY
Verify
Retest outcomes under matched conditions
CORE CAPABILITIES
Make the reason for improvement explainable.
Turn specialist analysis into decisions that leadership and delivery teams can use together.
01Winning ContextDefine where being chosen mattersView detail
Map audience, intent, market, language and buying stage to the AI-answer contexts with business value.
02Evidence Coverage MatrixAudit the proof behind each claimView detail
Separate available, missing, stale and demonstrably absorbed evidence for priority claims.
03Transparent Value FlowTrace decisions and investmentView detail
Follow context, gap, evidence, action, budget, approval, delivery and outcome in one flow.
04Matched Retest CalibrationVerify change on comparable termsView detail
Record engines, prompts, markets, languages and run counts, then disclose any mismatch.
MEASUREMENT DISCIPLINE
Every number says what kind of result it is.
A forecast is never presented as an observed outcome. The origin of each decision number stays visible.
Calculated from answers collected under recorded conditions
A scenario calculation with disclosed assumptions
Presented with its evidence and reasoning method
Missing evidence is never replaced with zero
MARKET PERSPECTIVE
Move from monitoring to verifiable improvement.
A qualified view of the capabilities each product category emphasizes publicly.
Columns are service categories; rows are the capabilities being compared. Each intersection indicates how strongly that category emphasizes the capability in its public positioning.
| Capability being compared (rows) | AI visibility monitoringContinuously observe answers | Integrated SEO suitesUnify search operations | AI content creation and operationsScale creation and distribution | ProvableGEOConnect decisions, delivery and retest |
|---|---|---|---|---|
| Mentions, citations and share measurement | Core | Supported | Supported | Supported |
| Priority buying-context diagnosis | Partial | Partial | Partial | Core |
| Evidence gaps and answer absorption | Partial | Partial | Partial | Core |
| Pre-action impact, cost and duration model | Varies | Varies | Varies | Core |
| Approval and decision record | Varies | Varies | Varies | Core |
| Matched before-and-after retest | Partial | Partial | Partial | Core |
Summary of the main public positioning of each category as of August 2026. Actual capabilities vary by provider and plan.
GEO / AEO FAQ
Questions teams ask before starting
A concise guide to scope, pricing, outcomes and how ProvableGEO differs from other GEO/AEO categories.
01What does ProvableGEO do?+
ProvableGEO measures how a brand is described, cited and recommended in important AI-answer buying contexts. It identifies evidence gaps, prioritizes actions, models impact, cost and duration, and retests approved work under the same recorded conditions.
02What is the difference between GEO and AEO?+
Generative Engine Optimization (GEO) improves how brands and information appear in generative AI answers. Answer Engine Optimization (AEO) makes content, structured data and entity information clear and extractable for direct answers. ProvableGEO manages both within one measurable improvement cycle.
03Who is ProvableGEO for?+
It is designed for B2B, SaaS, professional services and considered-purchase products where AI answers can shape research and vendor selection. Marketing, brand, SEO, content and business leaders can work from the same decision record.
04Which AI answer services can be measured?+
Depending on the measurement contract, projects can combine major services such as ChatGPT, Gemini, Perplexity and Claude. Engines, markets, languages, prompts and run counts are recorded as part of the measurement conditions.
05What budget and timeline should we expect?+
The fixed-scope public demonstration uses an indicative range of USD 7,800–19,800 and 30–60 days. Final scope depends on markets, languages, action volume, production needs and external distribution, and is confirmed after diagnosis.
06Can you guarantee citations or recommendations?+
No provider can control changing AI answers, competitors or model updates. ProvableGEO does not guarantee rankings, citations, recommendations or revenue. It makes measurement conditions, forecast assumptions, implementation evidence and retest outcomes explicit.
07How is this different from AI visibility monitoring or an SEO suite?+
Monitoring tools emphasize observation, SEO suites unify search workflows, and content platforms scale production. ProvableGEO connects Winning Context, the Evidence Coverage Matrix, action-cost-approval Value Flow and matched retesting so the path from decision to verification remains traceable.
08What information is needed to begin?+
A brand or product name, public website, target market, preferred language and priority buying context are enough to scope the first diagnostic. Passwords, API keys and confidential documents are not required.
09Can ProvableGEO work with our current SEO program?+
Yes. Crawlability, clear answers, structured data, original evidence and trusted third-party references matter to both SEO and AEO. ProvableGEO builds on existing work and prioritizes the answer contexts and evidence that remain weak.
GEO/AEO DIAGNOSTIC
Start by finding the improvement opportunity.
Tell us the brand or product, target market and buying context that matters. We will define an appropriate diagnostic scope.
After reviewing the request, we will contact you about measurement scope and next steps.