AEO/GEO 1.0
AI answers.
A person asks a question.- AI recommends options.
The person makes the choice.
“Does AI mention my brand?”
Personal Agents research, compare, and choose for people. Gumshoe’s persona-based intelligence helps you understand those choices, and what it takes to become the pick.
See which buyers AI sends your way
“Find me a pair of running shoes.”
Who’s asking

Persona
Training for a personal bestPersonal Agent
Prioritize a lightweight racing shoe. Energy return and race performance matter more than everyday versatility.
Chooses a carbon-plated racer

Persona
Building an everyday running habitPersonal Agent
Prioritize cushioning, comfort, and value. A durable everyday trainer is a better fit than an expensive race shoe.
Chooses a cushioned everyday trainer

Persona
Taking the long way off-roadPersonal Agent
Prioritize grip and protection on uneven ground. A road racing shoe won’t meet this buyer’s needs.
Chooses an all-terrain trail shoe



AEO/GEO is evolving. As customers delegate decisions to Personal Agents, brands need to understand more than whether AI mentions them.
AEO/GEO 1.0
A person asks a question.
The person makes the choice.“Does AI mention my brand?”
AEO/GEO 2.0
A person delegates a task.“Will their Personal Agent choose my product?”
Personal Agents use their owner’s goals, preferences, and context to make decisions. Gumshoe tests AI through buyer personas, a practical proxy for understanding how those agents will choose.
01 · Discover the buyer
Gumshoe asks AI who the buyers in your market are, surfacing the personas and buying criteria it associates with your category.
02 · Test their preferences
Run conversations across leading models with each persona’s goals and context. See when AI prefers your product, and when it favors a rival.
03 · Prepare for their agents
Use those buyer-specific preferences to anticipate agent decisions, find the gaps, and improve the information agents use to evaluate you.
Informed by published research. Tested through Gumshoe’s persona methodology. Explore the thinking behind it →
63%
Overall visibility. A reassuring number, until you look closer.
An agent choosing for one customer doesn’t act on your average visibility score. It needs a product that fits that customer.
Gumshoe shows your visibility by persona, topic, and model, so you know exactly where to focus.
See the Visibility AuditThe Gumshoe Playbook
Five connected audits turn persona intelligence into a plan: where you stand, why you lose, and what to improve.
Which buyers does AI recommend you to, and which ones does it send to your competitors?
See which buyer personas each AI model recommends you to, how you rank against rivals, and where a competitor gets picked instead.
Explore the Visibility Audit →How does AI evaluate your brand against the criteria that matter to each buyer?
Hear how AI describes you, unprompted and head to head. Gumshoe sorts what the models say into the pros, cons and caveats that shape each persona’s choice.
Explore the Sentiment Audit →Where do you need clearer, more complete information about who your product is for?
Find the questions where your pages fall short for each persona, see the page that needs the work, and get a plan for what to add.
Explore the Content Audit →Can AI crawlers and agents access and read the information on your pages?
Score your pages on whether AI crawlers and agents can reach them, read them and trust them, from structured data and canonical URLs to Open Graph tags and publish dates.
Explore the Technical Audit →Which sources shape AI’s view of your category, and where should your brand be represented?
See the sources AI cites in your category, from YouTube and Reddit to review sites, and where your brand is missing from the ones that count.
Explore the Citation Audit →557%more citations of Shipium's own content in under four months
“Every AI prompt is basically its own little campaign now. Gumshoe showed us which personas and topics AI models associated with our brand, and we used that to create content that actually shows up in AI answers.”Read the Shipium story →
“Switching to Q&A formatting based on Gumshoe's recommendations has made an astronomical difference across our clients. The platform pointed out gaps we'd completely missed, like entire audience segments we weren't writing for.”Read the Hawke Media story →

“We're power users here. Between our search analysts and me, Gumshoe is central to how we sell and deliver GEO services. It ties directly to the content we create and the links we build.”

How Freed grew AI visibility from 10% to 48%How The Navigators built a GEO agency practiceAll customer stories →
Plans are priced per project: your brand plus one product or service line.
Every plan includes unlimited seats.
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Starting at$99/mo
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Start with the essentials and add only the audits you need.
The Gumshoe Playbook
$299/mo
per project
Everything you need to get recommended by AI and picked by personal agents.
See who AI thinks your buyers are, which brands it recommends to them, and where to start preparing for their Personal Agents.