HOW IT WORKS

Make sure AI understands
what your business actually does.

MachineUp finds what AI gets wrong, lets you verify the truth, and publishes the information AI needs to understand when your business fits the job. No website required. No SEO work.

Check My AI Presence →

PUBLIC INFORMATION → MACHINEUP → AI-READY BUSINESS

INPUTS

Website or public business pages + other sources

Facebook, Google Business, LinkedIn, directories, capabilities, services, locations, certifications, reviews, photos, references, and other useful evidence.

MACHINEUP

Research · Structure · Verify · Publish · Maintain

Scattered information becomes explicit, evidence-backed business facts AI does not have to guess.

OUTPUT

A maintained machine-ready business profile

Business contact path · Crawlable profile · JSON-LD · JSON/API · RFQ/Action

AI canUNDERSTAND→COMPARE→QUALIFY→SHORTLIST

THREE CORE SYSTEMS

How MachineUp turns business information into an AI-ready business profile.

MachineUp turns scattered business information into clear, verified details AI systems can use to evaluate and qualify a company.

Map the business.

MachineUp researches the public footprint, capabilities, services, locations, certifications, industries, evidence, and other qualification signals.

Capabilities · Services · Locations · Certifications · Industries · Evidence

Structure the intelligence.

The important details are organized into clear, verified business information so AI does not have to infer meaning from general marketing copy.

Capabilities · Limits · Service area · Certifications · Job fit

Publish, test, and improve.

MachineUp publishes a maintained profile that identifies and links directly to your official website, then tests realistic qualification scenarios, monitors for changes, recommends improvements for your approval, and retests.

Crawlable profile · JSON-LD · JSON/API · RFQ/Action

MachineUp keeps working:Monitor→Test→Optimize→Retest

AFTER THE PROFILE IS PUBLISHED

MachineUp keeps checking the parts that can drift or fail.

01Recheck classification

A wrong category can produce the wrong competitors, qualification questions, source expectations and tests. MachineUp keeps classification visible and correctable.

02Run Observed AI Tests

Industry-specific buyer scenarios check the path to a correct answer: discovery, correct entity selection, MachineUp profile access, capability and constraint extraction, unsupported-claim avoidance, qualification, missing RFQ inputs, and the correct action path.

AI SYSTEMS BUYERS MAY USEChatGPT · Gemini · Claude · Grok · Copilot · Perplexity AI · Google AI Mode · AI OverviewsMachineUp stores results by platform and only marks a platform tested when a dated test actually ran.

03Review Industry Source Coverage

Important public sources are compared for missing, conflicting or stale business facts.

04Check crawler + output access

MachineUp checks whether the profile and structured outputs remain retrievable, indexable and technically usable.

05Improve and retest

Owner-approved corrections publish to the machine layer, then later tests show whether the understanding improved.

THE POINT

Give AI a clear source instead of making it infer your business from marketing copy.

If you have a website, MachineUp works alongside it. If Facebook, Google Business, LinkedIn, or a directory page is your main public presence, MachineUp can provide the dedicated machine-readable business layer you are missing and direct buyers back to the contact path you already use.

Crawlable ProfileJSON-LDJSON / APIRFQ / Action

Verified business factsImportant information stays connected to supporting public evidence and owner review.

Connected to your real contact pathYour MachineUp profile can point to a website, Facebook page, Google Business presence, phone, email, Messenger, or other verified way customers already reach you.

Maintained machine layerApproved changes publish to one hosted source while MachineUp watches for stale information, contradictions, and new gaps.

Realistic AI testingMachineUp records controlled Observed AI Tests by platform/model, shows checkpoint-level evidence and failure reasons, and diagnoses the RFQ/action path. Diagnostic tests are safe no-submit tests—they do not send a real RFQ or external action.

Monitor → Test → Improve → Retest