A small SEO agency now produces roughly five times the work with about 25% more time invested, a benchmark that captures how generative AI is reshaping marketing services for boutique players.

Robert Nance, founder and AI marketing consultant at Push AI Marketing, has run SEO and digital ad services since 2011. He framed the productivity gain in plain terms.

"The biggest change is how much more thoroughly we can work on each account," Nance told MediaPost. "Tasks that were previously too time-consuming to fit within a client's budget are becoming practical."

Nance added a caveat for anyone reading the headline number as revenue growth. "These figures describe our estimated workload and output, rather than a measured increase in client revenue or marketing results," he said. He has tested tools from Grok, Claude, Meta, and others.

Over the past two months, Push AI Marketing expanded its client programs to include generative engine optimization (GEO), aimed at improving brand visibility in AI-generated answers alongside traditional search results.

What does Meta's Muse for Small Business do?

Meta Platforms last week released "Muse for Small Business," an agentic AI agent that connects with Facebook Pages, Instagram professional accounts, Meta ad accounts, and third-party platforms including Shopify, Stripe, QuickBooks, Canva, Slack, Klaviyo, and Zoom.

Product capabilities Meta lists for Muse:

• Analyze sales and marketing performance
• Build growth plans
• Improve ads and content
• Review financial performance
• Handle routine administrative tasks

Meta says actions such as publishing, sending, or spending still require user approval. Many functions are free; more capable features sit behind subscriptions.

Meta backed the launch with a nationwide TV campaign featuring the animated Muse character. Spots show the character scheduling events, operating smart-home features, registering a child for fall sports, and researching school supplies.

The Motley Fool reported that some viewers found the commercials too close to Amazon's Alexa, saying they did not differentiate Muse clearly enough.

What does Kargo's Karlo add to the mix?

Kargo, an ad platform that combines creative and media, put its self-serve agentic media-buying platform "Karlo" into general availability for smaller businesses. The pitch: lower the entry barrier and hand small teams resources historically reserved for large agencies.

Karlo runs two engines:

• Creative Science — uses decades of proprietary cross-platform performance data
• Media Intelligence — pairs premium audience data with Kargo's contextual signals

Small teams can plan, create, and activate campaigns across the open web, connected TV, and social from a single interface.

How does this fit the broader ad-tech picture?

The boutique-agency wave mirrors how Amazon, Google, Microsoft, and Meta built large ad businesses by giving small companies tools to run their own campaigns. OpenAI and Anthropic now sit alongside them as newcomers feeding smaller brands with generative creative power and optimization tools.

MediaPost, in a piece dated October 5, 2026, described the result as a cottage industry of small companies helping other small companies use AI to optimize content and organize media buys.

The shift keeps accelerating under rapid search-algorithm changes, broader AI integration, and the way brands now allocate ad dollars.

For agency operators, the math is on the table: Nance's five-times workload, twenty-five-percent time lift, and a product pipeline from Meta and Kargo that targets exactly that buyer.