Agencies Face a Scaling Challenge in AI Answer Visibility

Marketing agencies are fielding more questions from clients about answer engine optimization, or AEO, as businesses notice competitors appearing in AI-generated results. Some clients want to understand those appearances, while others are asking how their agencies are responding to changes in the way buyers discover vendors.

HubSpot says the challenge for agencies is turning that interest into a service that can be delivered across multiple accounts. A portfolio of 10 or 20 clients can involve distinct products, audiences and competitors, making manual visibility tracking, content updates and reporting difficult to manage. The company recommends a repeatable process supported by tools that can be used across engagements.

Tracking visibility across clients

One part of that process is consistent measurement. Agencies need to follow indicators such as brand visibility, share of voice and citations for each client. HubSpot argues that gathering those figures from several tools creates extra manual work and makes trends harder to identify. It recommends using one tool consistently so that benchmark data remains comparable and teams can spend more time applying it to strategy.

HubSpot presents its own AEO Brand Visibility Dashboard as an option for bringing these measures together. The company says the dashboard allows teams to follow visibility trends, compare brands with competitors and decide where to concentrate their efforts. HubSpot also reports that, according to its internal data, AEO users generate 2.6 times more leads. The summary does not specify the comparison group or establish that AEO caused the difference.

Using measurement to guide content

Tracking is intended to help agencies identify gaps in a client’s visibility and then create or revise content to address them. HubSpot says content seeking citations from answer engines should be structured, authoritative and relevant to the questions those engines answer. That work can differ from conventional search engine optimization, so agencies also need a way to identify which content opportunities matter for each client.

What this means for marketers

Marketers working with agencies can use visibility, citation and share-of-voice measures to focus discussions on gaps and content priorities. A consistent reporting process can also help teams compare trends over time, while keeping claims about lead generation separate from evidence of what caused those results.