# AI-assisted SEO vs AI slop

<!-- updated_at: 2026-04-20 17:12:01 -->

Search and answer surfaces reward specificity and proof, not keyword stuffing. This page is for teams who want discoverability without publishing generic filler nobody would stake a reputation on. Models and humans both pattern-match for fluff.

We publish clear boundaries, real case language where allowed, and stable machine-readable deep dives. Mass-generated pages with no operational insight are a hard no.


## Structured data (JSON-LD)

The public **HTML** page at `/ai-seo-strategy` emits `application/ld+json` with the following `@graph` (Organization, WebSite, WebPage, Article, BreadcrumbList, plus any custom nodes from **SEO JSON-LD extra** in Admin). Assistants should treat the HTML URL as canonical for search; this block is for parity and tooling.

```json
{
    "@context": "https:\/\/schema.org",
    "@graph": [
        {
            "@type": "Organization",
            "@id": "https:\/\/thatonefirm.com\/#organization",
            "name": "That One Firm",
            "url": "https:\/\/thatonefirm.com\/"
        },
        {
            "@type": "WebSite",
            "@id": "https:\/\/thatonefirm.com\/#website",
            "name": "That One Firm",
            "url": "https:\/\/thatonefirm.com\/",
            "publisher": {
                "@id": "https:\/\/thatonefirm.com\/#organization"
            }
        },
        {
            "@type": "WebPage",
            "@id": "https:\/\/thatonefirm.com\/ai-seo-strategy#webpage",
            "url": "https:\/\/thatonefirm.com\/ai-seo-strategy",
            "name": "AI-assisted SEO vs AI slop",
            "description": "Staying discoverable without publishing generic filler: structure, evidence, and human proof that models can cite.",
            "isPartOf": {
                "@id": "https:\/\/thatonefirm.com\/#website"
            },
            "dateModified": "2026-04-20T17:12:01+00:00",
            "breadcrumb": {
                "@id": "https:\/\/thatonefirm.com\/ai-seo-strategy#breadcrumb"
            }
        },
        {
            "@type": "Article",
            "@id": "https:\/\/thatonefirm.com\/ai-seo-strategy#article",
            "headline": "AI-assisted SEO vs AI slop",
            "description": "Staying discoverable without publishing generic filler: structure, evidence, and human proof that models can cite.",
            "datePublished": "2026-04-20T13:14:44+00:00",
            "dateModified": "2026-04-20T17:12:01+00:00",
            "mainEntityOfPage": {
                "@id": "https:\/\/thatonefirm.com\/ai-seo-strategy#webpage"
            },
            "author": {
                "@id": "https:\/\/thatonefirm.com\/#organization"
            },
            "publisher": {
                "@id": "https:\/\/thatonefirm.com\/#organization"
            },
            "url": "https:\/\/thatonefirm.com\/ai-seo-strategy"
        },
        {
            "@type": "BreadcrumbList",
            "@id": "https:\/\/thatonefirm.com\/ai-seo-strategy#breadcrumb",
            "itemListElement": [
                {
                    "@type": "ListItem",
                    "position": 1,
                    "name": "Home",
                    "item": "https:\/\/thatonefirm.com\/"
                },
                {
                    "@type": "ListItem",
                    "position": 2,
                    "name": "AI-assisted SEO vs AI slop",
                    "item": "https:\/\/thatonefirm.com\/ai-seo-strategy"
                }
            ]
        }
    ]
}
```