AXQIR measures how your brand appears in AI answers across four providers, revealing visibility gaps, competitor presence, and evidence you can use to measure progress.
AXQIR is an AI visibility measurement platform that helps businesses understand how they appear in AI-generated answers. Instead of relying on assumptions about what AI systems know or recommend, AXQIR runs structured benchmarks across four providers and preserves the underlying evidence so teams can see where their brand appears, where competitors appear, and where visibility gaps remain.
Set up a target, run a benchmark, and explore results through executive reports, provider comparisons, prompt-level evidence, citation and source intelligence, and problem-state diagnostics. AXQIR helps distinguish between being absent from retrieved evidence, being retrieved but not included in an answer, and appearing in the final response. Teams can review brand understanding, identify opportunities, and track measured changes over time.
For businesses, marketing teams, and agencies, AXQIR provides a repeatable way to establish a baseline and evaluate progress. Its reporting and intervention registry connect measurements with deliberate changes, while preserving the distinction between observed movement and proven causation. AXQIR does not guarantee rankings, recommendations, or visibility improvements. It gives you the evidence to understand where you stand and make more informed decisions about what to improve next.
Highlights
Measure AI visibility across four providers with structured benchmarks, prompt-level evidence, and clear reporting on where your brand appears.
Identify visibility gaps, competitor presence, and citation sources to understand how AI systems discover and represent your business.
Track measured changes over time with repeatable benchmarks and an intervention registry that connects deliberate improvements to observed results.
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Pricing is based on the duration and terms of your contract with the vendor. This entitles you to a specified quantity of use for the contract duration. If you choose not to renew or replace your contract before it ends, access to these entitlements will expire.
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AXQIR pricing splits into two contract groups. The AXQIR tiers (1, 3, and 5) serve single organizations, giving you one, three, or five workspaces and matching targets. Monthly observations scale with each tier, all measured across four AI providers. The Agency tiers (3, 5, and 10) support client workspaces, offering three, five, or ten client workspaces and targets with higher monthly observation counts. Both groups scale the same way: as workspaces and targets increase, so do the observations you get per month. You pick the tier matching your workspace count and observation needs.
Top-of-mind questions for buyers
What counts as one observation in my monthly limit?
An observation is a single measurement of how your brand appears within an AI provider's response. It captures mentions, recommendations, citations, competitor presence, and supporting evidence. Each tier includes a set monthly count spread across four AI providers, so your observations reset every month.
What is the difference between the AXQIR tiers and the Agency tiers?
The AXQIR tiers (1, 3, 5) use standard workspaces for a single organization tracking its own brand. The Agency tiers (3, 5, 10) use client workspaces, letting you manage separate brands for multiple clients. Agency tiers also carry higher monthly observation counts than AXQIR tiers with matching workspace numbers.
What happens if I use up my monthly observations before the month ends?
Each tier includes a fixed monthly observation count tied to your workspaces and targets. The listing does not describe overage charges or automatic upgrades once you reach the limit. To measure more per month, you select a tier with a higher observation count. Contact the vendor to confirm behavior at your limit.
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Vendor refund policy
AXQIR subscriptions are billed monthly. You may cancel at any time; cancellation takes effect at the end of the current paid term. Fees are generally non-refundable, except where required by law or where Real Operations, LLC approves a refund for a billing error or service issue. To request a refund, contact billing@realopsllc.com with your AWS account ID, subscription details, and reason for the request. Approved refunds are processed through AWS Marketplace.
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Vendor support
AXQIR is developed and operated by Real Operations, LLC. Customers can contact our support team at support@realopsllc.com for assistance with account access, onboarding, workspace setup, benchmark runs, results, and subscription questions.
Support is provided by email. Please include your workspace name and a description of the issue so our team can investigate. For billing questions, contact billing@realopsllc.com.
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