IQRush joins IAB working group on AI visibility measurement

IQRush.ai has joined the Interactive Advertising Bureau’s AI Visibility Measurement Standards working group as advertisers seek clearer ways to judge AI-driven discovery. Founder and CEO Todd Paris will also speak at the 2026 IAB Measurement Leadership Summit in July.

Why it matters: - Brands, agencies, publishers, platforms and measurement providers are trying to define how AI-driven discovery should be measured. - Clearer standards could help marketers judge whether AI visibility scores, citations and brand mentions are reliable enough to guide spending. - The issue is becoming more urgent as generative AI answer engines play a larger role in product research and brand comparison.

What happened: - IQRush.ai announced that it has joined the Interactive Advertising Bureau and will participate in the IAB’s AI Visibility Measurement Standards working group. - IQRush founder and CEO Todd Paris will take part in a main-stage editorial session at the 2026 IAB Measurement Leadership Summit. - The summit is scheduled for July 14–15, 2026, at The Mansion at Glen Cove in Glen Cove, New York. - IQRush shared the announcement from Seattle on June 9, 2026. - More information is available on IQRush’s LinkedIn page.

The details: - IQRush describes itself as an AI visibility measurement and verification company. - The company says it focuses on the measurement layer of the AI visibility market, not the application-layer dashboards and workflow tools. - IQRush says it measures answer stability and separates noise from signal. - The company also evaluates whether changes in citations, mentions, competitive rankings, answer behavior and optimization recommendations are meaningful or just normal variation. - Paris said marketers are already making decisions based on citation share, brand mentions, answer-engine rankings and AI visibility scores. - Paris said those numbers are often presented without reliability ranges, noise floors or clear guidance on when movement is meaningful. - Paris said unstable scores can push marketers to spend on content changes and other production work based on measurement noise. - IQRush says reliable measurement is needed to help marketers safely invest in AI search and answer-engine optimization. - The company says it serves enterprise brands and agencies in CPG, retail, financial services, healthcare, media and technology.

Between the lines: - The announcement positions measurement reliability as the next battleground in AI search, not just visibility dashboards. - IQRush is arguing that the market needs proof of stability before businesses treat AI visibility data as decision-grade. - That stance could appeal to buyers who want standards before scaling budgets into AI-driven discovery.

What’s next: - IQRush will participate in the IAB standards working group as the industry develops guidance for AI visibility measurement. - Paris will use the IAB summit stage to push for shared definitions of what is being measured and how much confidence marketers should place in the results. - The broader market will keep testing how AI visibility metrics influence content, optimization and budget decisions.

The bottom line: - IQRush is using its new IAB role to argue that AI visibility tools need reliability standards, not just more dashboards.