# Agent Ads by Mobian

> Mobian serves ads targeted to AI agents, on the pages they already read. An agent ad is a clearly labeled block of verifiable facts about a brand, placed on the version of a publisher page that AI reads.

- Canonical: https://themobian.ai/aboutagentads
- Company: Mobian (https://themobian.ai/)
- Rest of the Mobian platform: https://themobian.ai/more
- Contact: contact@themobian.com
- Last updated: 2026-07-30

## Two Audiences

When someone asks ChatGPT, Gemini, Claude, Perplexity, or Grok a question, an agent reads the web and returns an opinion. That opinion shapes what the customer explores or buys next.

Humans respond to layout, imagery, and story. Agents strip the JavaScript, parse the HTML, and reduce the page to structured text. A brand has two audiences, and the second one reads differently.

Agents build answers from what they read. An agent ad puts a brand's current, accurate facts into that reading, so the answer includes the brand and gets it right.

## Definitions

Five terms, not interchangeable:

| Term | Meaning |
|---|---|
| Agent Ads | The creative. A markdown document of cited brand facts. |
| Agent Pages | The environment. A publisher page served as markdown or slim HTML for the way agents read. |
| Agent gateway | The infrastructure that serves the page and inserts the ad. |
| Agent Outcomes | The measurement. Movement in AI Visibility and VFA scores. |
| Agent Intelligence | The publisher-side view of agent traffic, used before a sale. |

GEO is the market category, not a Mobian product name.

## How Agent Ads Work

### 1. Brand Brief

Mobian has collected and scored more than one million creative assets across thousands of brands. From a brand's paid media we distill its target persona, creative narrative, and brand pillars, which together make up the story the brand is paying to tell. Every measurement that follows is scored against this baseline.

### 2. AI Visibility and VFA

Mobian's measurement tools ask the leading AI engines the questions a brand's customers ask, then grade the answers on Visibility, Favorability, and Accuracy. Hundreds of URLs and citations are scored against each brand pillar. The gap between the brand's story and AI's story sets the focus for the agent ad. Across more than 63,000 citations from 170 brand studies, 79% of the sources AI cites about a brand are domains the brand does not own.

### 3. Agent Ad and Agent Page

The ad is built as a reference document of cited, verifiable brand facts, with the sponsorship disclosed in the first line, so an agent can tell an ad from an article before it reads either. It is produced as a machine-readable file and served as markdown or slim HTML, whichever the agent asks for, with an accompanying human-readable PDF for review and approval.

It runs on Agent Pages: the publisher's own page converted to clean markdown or slim HTML for the way agents read, clearly labeled and kept separate from editorial. Same URL, same content, in the machine-readable format this audience reads.

### 4. Ad Serving

A snippet on the publisher's CDN routes identified agents to the Mobian gateway, which fetches the page from origin, converts it, and inserts the approved ad at serve time. Targeting is contextual, with persona targeting available.

The response is returned on the publisher's own domain. That is the only domain the agent sees. Requests outside the registry follow the publisher's existing logic. The publisher controls which agents are on the registry and can change it at any time.

The design fails open. If the gateway stops responding, registry agents fall through to normal publisher serving.

### 5. Agent Outcomes

Every exposure is logged by agent and at the content level. AI Visibility and VFA are re-run on the campaign's focus area to track whether the scores move. Findings feed back into the campaign, and the same reports that found the gap show whether it closed.

Outcome movement is reported when it clears a 95% confidence threshold. A baseline needs roughly a week of pre-launch collection.

## Disclosure and Labeling

- Every agent ad is labeled as sponsored. The disclosure is the first line of the ad.
- Every ad is attributed to the brand that paid for it.
- Every fact carries a source citation.
- Everything in an agent ad is visible content: the disclosure line, the cited facts, and the brand name.
- The markdown file is the creative and the asset the advertiser signs off on.

## For Brands

Measurement gives a specific, scored gap. Agent ads are built to close it. The three most common gaps:

| Gap | Problem | Approach |
|---|---|---|
| Visibility | The brand does not come up when agents answer questions in its category, and competitors fill the space. | Put the brand's facts on the pages agents read when researching the category. |
| Favorability | What AI says about the brand is assembled from sources the brand does not control, and the story told in paid media never reaches the agent. | Give agents an attributed, current statement of what the brand stands for. |
| Accuracy | If the brand's site publishes nothing an agent can verify, agents repeat whatever the rest of the web says about its rates, fees, specs, and availability. | Publish cited, verifiable facts and track the Accuracy score in the next report. |

The advertiser's only required input is approval. An optional brand overview and priority prompts enrich the work.

## For Publishers

Agents already crawl and read publisher pages, and that traffic earns nothing. With Agent Pages it becomes a monetizable edition of the publisher's own content, served in one system that handles the page, the ad, and the reporting.

- Net-new revenue on impressions that earn nothing.
- One system serves the page, inserts the ad, and handles the reporting.
- Your search presence stays exactly as it is. Traditional search crawlers keep their existing path.
- Hosting is powered by Mobian on the publisher's own domain. The publisher keeps the URL and full control.

## Partner with Mobian

Mobian works with brands and publishers on agent advertising.

- Email: contact@themobian.com
- Agent Ads: https://themobian.ai/aboutagentads
- Everything else Mobian does: https://themobian.ai/more

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