AITWIRE · Capability
AI Answer Measurement
Know what AI says. Prove what changed.
For owners and operators who need the measured read, not an impression
Five scored dimensions, sample sizes and 95% confidence intervals — every probed engine, against your own approved facts.
What an AI assistant says about you is an answer someone has already acted on. AI Answer Measurement makes that answer a number you can stand behind: every probed engine is graded against the facts you approved — never the model's guess — on five scored dimensions, each reported with its sample size and a 95% confidence interval. When something moves, you see what moved, where it moved, and whether the change survived re-measurement.
What this function includes
- Five scored dimensions — accuracy, citation, sentiment, quality, recommendation
- Sample sizes and 95% confidence intervals on every reported score
- Graded against your approved facts, with the evidence behind each verdict
- Your own tracked questions across the full platform roster
More ways to run AITWIRE
Capabilities
Engineering Agent (your own AI)
Connect Claude, ChatGPT, Grok, Gemini or your organization’s own AI over MCP and work your measurements, findings, and corrections from it.
Learn more →Paid, Earned & Owned Orchestration
Proposed actions across paid, earned and owned — you approve each step, and every change is re-measured.
Learn more →AI Ads Management
Connected read-only, by your grant. Where a vendor reports AI placements you see AI ad spend; where it doesn't, we say so — we never estimate a share the vendor won't publish.
Learn more →Private AI
Continuous testing of the AI you run — copilots, support bots, website chat — against your approved information, with observed retrieval and higher-confidence measurement.
Learn more →AI Answer Assurance
The formal engagement: thresholds committed before measurement, reproducible judging, and a tamper-evident evidence trail toward ISO 42001, NIST AI RMF, SOC 2, and ISAE 3000 programs.
Learn more →Regulatory Monitoring
Governed rules, memory governance, and auditable records for what AI systems may read and say about you — evidence your compliance program can hold.
Learn more →AI Procurement
A continuous acceptance test for the AI you buy: the vendor’s AI measured against your approved information before you sign and every cycle after.
Learn more →AI Commerce
Put your catalog into AI shopping answers — items published as machine-readable commerce facts and measured for how AI states them, kept current by real-time sync.
Learn more →Governance & Evidence
Human approval gates, a tamper-evident audit trail, and the AI Answer Performance Report your program can file.
Learn more →Agent Findings
Your agent reads the measurements, suggests why something moved, and proposes the next round for your approval. An AITWIRE analyst checks every finding.
Learn more →Solutions
Agencies
Multi-site workspaces and multi-brand authority management — run every client’s AI answer program from one governed console.
Learn more →Enterprises
Full REST API, bulk export, own-domain authority surfaces, real-time sync, and a dedicated account manager.
Learn more →AI Governance
What AI may read and say about you, governed — with the dated evidence your program can hold.
Learn more →Legal
Legal AI Engineering — for law firms and in-house legal: govern the legal AI you buy, test it against the firm’s own standards, and keep the standards when the vendor changes.
Learn more →Property
AITWIRE for Real Estate — for brokerages, teams, landlords and property managers, in sales and leasing: what AI tells sellers, buyers, landlords and renters about the business, graded against the facts you approve.
Learn more →Consulting
Consulting AI Engineering — for consultancies engineering and assuring client AI: one governed environment per client, with the reusable testing infrastructure underneath.
Learn more →