Product and bespoke development are conflated
A packaged platform, customisation and a bespoke system differ in ownership, implementation risk and support. Each business model deserves a separate explanation.
Enterprise software is selected against business processes, existing infrastructure and implementation constraints. I test whether AI recommends a vendor in those contexts and what verifiable information is missing.

Procurement, CIOs and business owners evaluate different aspects of a solution. AI needs a precise description of what the company actually delivers.
A packaged platform, customisation and a bespoke system differ in ownership, implementation risk and support. Each business model deserves a separate explanation.
A promise to integrate with every ERP needs verified APIs, deployment models, version compatibility and responsibility boundaries.
Reliability, security and maintainability should be supported by design, testing practices, requirements and documented evidence rather than adjectives.
Illustrative non-brand commercial intents. The exact stack, industries and contract models are confirmed with the client.
| Buyer question | Evidence required | GEO task |
|---|---|---|
| Who builds corporate portals integrated with CRM and ERP? | Supported APIs, actual integrations, compatible versions and support boundaries | Publish an integration-specific capabilities page |
| Who can modernise an ageing business-critical system? | Assessment process, migration strategy, continuity measures and relevant skills | Explain migration options, risks and acceptance criteria |
| Which development company handles security-sensitive internal B2B platforms? | Secure-development practices, access control, auditability and testing | Document the approach without invented security certificates |
| Should we buy enterprise software or commission bespoke development? | Total cost, licence models, customisation limits, ownership and maintenance | Provide an honest, comparable decision framework |
I verify the actual software or service, technical documents and permitted project examples. ISO/IEC 25010 outlines product quality characteristics; NIST SSDF covers secure-development practices. Neither is evidence of a vendor's compliance on its own.
GAEO's technical B2B methodology informs the audit. Work performed for MethodLab is not presented as an enterprise software GEO case.
Start with product segments and decision-maker intents, verify factual claims, then build and measure the evidence needed for recommendations.
Build a query matrix for CIOs, procurement teams and functional managers by task, technology and integration scope.
Check API documents, product features, reference permissions, deployment requirements and security statements.
Specify service pages, integration documents, deployment guides, FAQs and relevant expert publications.
Re-run fixed prompts and review recommendation accuracy and citations as well as BMR.
Three published monthly plans use the same GAEO prices across sectors. Final scope follows the baseline and project requirements.
I lead the strategy; your team implements website and content specifications.
I study your product, create the content and organize publication.
Contractual BMR targets: baseline +5 / +10 / +15 percentage points in months 1 / 2 / 3.
Start with a free mini-audit or a full GEO audit. A monthly plan includes 50 prompts and 5 AI platforms; broader scope is calculated separately.
Yes, with accurate technical documentation, product demonstrations and documented limitations. Do not invent clients or implementation results.
No. Publish supported integration types and requirements where permitted, while keeping sensitive internal details protected.
No. It is a product-quality model, not proof that a particular vendor has passed certification or testing. All compliance claims need their own evidence.
The matrix covers use cases, technologies and buyer roles without the vendor name; brand-related prompts are monitored separately.
GAEO's standard audit and monthly offers apply. Pricing scope depends on products, languages, integrations and query coverage.

Independent GEO/AEO specialist with business experience since 2008. I personally carry out the diagnostic and build an industry-specific plan, separating verified sources from assumptions.
Professional biography ↗Share your product site, confirmed functions, supported integrations and publishable evidence to discuss a focused audit.
Discuss an initial audit