Step 1
Mapped the brand into one knowledge graph
Sophyx read sophyx.io (59 pages) and turned it into a knowledge graph of 51 entities covering AEO, GEO, the AI engines and every service. One brand profile, with no conflicting messages.
Case study: Sophyx, run on Sophyx
The full AI visibility loop, run on our own brand
Sophyx helps businesses get found in AI search. We ran the whole loop on our own brand: map, track, compare, fix, publish and measure. Here is what that produced for sophyx.io in about four months.
AI-ready content pieces
LinkedIn impressions
AI Guide visits
since Jul 28, 2026
Specialist hours delivered
Figures measured as of August 14, 2026.
Where it started
Like most brands, Sophyx had its story spread across pages, docs and posts, with no version of the site built for machines. AI answers were built from whatever crawlers happened to find.
- A brand story scattered across pages, docs and posts
- No version of the site machines could easily read
- AI answers built from whatever crawlers happened to find
- Content, SEO and social done by hand, as separate jobs
What we changed
Step 2
Checked how AI already answered
It tracked real buyer questions on ChatGPT and on Gemini, including Google AI Overviews, to see where Sophyx was named, where it was missing, and where answers were simply wrong.
Step 3
Wrote AI-ready content, again and again
593 approved pieces (146 blogs, 119 FAQs, 177 social posts), each shipped with JSON-LD, an llms.txt entry and a clean text copy for machines to read.
Step 4
Published, then measured the visits
The AI Guide, the AI-readable copy of the site that Sophyx hosts, drew 4,717 visits and 228 AI-assistant referrals in its first weeks, and LinkedIn Company Page reach passed 14,700. Every result fed into the next loop.
What happened
Sophyx now gives AI one consistent source, and people are arriving from AI answers.
- One 51-entity knowledge graph as the single source of truth
- JSON-LD, llms.txt and clean text copies on every published piece
- Visits from AI assistants, measured
- The track, fix, publish and measure cycle running on its own
Content assets generated
146 blogs · 119 FAQs · 177 social posts
Automation cycles run
Crawl → generate → optimize → publish
Topics in the knowledge graph
One brand profile behind every channel
Specialist hours delivered
Estimated production time: see note below
LinkedIn reach
1,052 clicks · 360 reactions
AI Guide visits
879 unique · since Jul 28, 2026
AI-assistant referrals
ChatGPT · Claude · Perplexity · Gemini · since Jul 28, 2026
AI-crawler fetches
GPTBot, ClaudeBot and others reading the AI Guide
Estimated specialist production time: blogs ×3h, FAQs ×1h, social posts ×0.5h, other assets ×1h (strategy, writing, SEO, schema and publishing). Not a tracked metric.
How it grew
Every approved piece gives AI one more page to quote.
Content produced, cumulative
Sophyx's AI-ready content, growing month by month.
AI Guide traffic, weekly
Weekly visits to the hosted AI-ready site, measured since Jul 28, 2026.
The loop behind it
The same five steps run again and again. Each pass makes AI describe the brand a little more accurately.
- Step 1
Learn the brand
Read the site, docs and posts into one profile of the brand.
- Step 2
Check AI answers
See how ChatGPT and Gemini describe the brand next to competitors.
- Step 3
Find the gaps
Spot the questions where the brand is missing or described wrong.
- Step 4
Write and publish
Write approved content and the files AI reads, for the web and social.
- Step 5
Measure and repeat
Count the search and AI visits won, then run the loop again.
See where AI leaves your brand out
Run the same free check we ran on Sophyx. You get your AI Visibility Score, the questions you are missing from, and what to fix first. About 60 seconds, no credit card.
Frequently asked questions
AI Guide, knowledge graphs, AEO and GEO: the questions people ask before they run their first check.
What is an AI Guide and why does it matter for AI visibility?
The Sophyx AI Guide is a copy of your site that AI can read easily. Sophyx hosts it and fills it with your approved brand facts, labels (JSON-LD), an llms.txt file and clean .md and .html versions of your pages. AI assistants get a direct, structured source to quote instead of guessing from messy web pages. For Sophyx's own brand, it drew 4,717 visits and 228 AI-assistant referrals in its first weeks of measurement.
How is Sophyx different from an AI mention tracker?
A mention tracker tells you when your brand appears in an AI answer. Sophyx does that and the rest: it maps your site into a knowledge graph, compares you with competitors, shows which questions you are missing from, writes and publishes the content and labels that fix it, then measures the search and AI visits you win. Tracking is one step of six.
How much content did Sophyx generate for its own brand?
593 AI-ready assets (146 blog articles, 119 FAQs and 177 social posts) over about four months, each written for answer engine optimization (AEO) and generative engine optimization (GEO). That is an estimated 797+ hours of specialist production work.
Does content structured for AEO and GEO still help Google SEO?
Yes. The same clean pages, structured data and consistent facts that make a brand easy for AI to quote also help it on Google. Googlebot and Bingbot can read the Sophyx AI Guide, as can the ChatGPT, Claude and Perplexity crawlers.
What is a brand knowledge graph?
A structured map of the things that define a brand (its services, ideas, the AI tools it works with, the people involved) and how they connect. Sophyx built a 51-entity knowledge graph for its own brand and used it as one source, so every blog, FAQ, social post and JSON-LD file says the same thing.
How fast can a brand see AI-visibility results with Sophyx?
Sophyx's own AI Guide started getting visitors from AI assistants within the first weeks after publishing, and the free AI visibility check returns results in about 60 seconds. The platform keeps running, so coverage grows every cycle instead of stopping after one audit.
Does AI know your business?
Start free, see where you stand in AI answers, and let Sophyx fix the gaps.
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