From invisible to indispensable in AI search — discover how companies across industries used Seraph to transform their digital presence.
TechBridge Solutions had a solid product and a growing content library — but their Seraph Score told a different story. With a 54/100 starting score and near-zero AI answer inclusion, they needed a clear path forward.
Project management platform that doubled its AI answer visibility in 90 days through entity optimization and schema fixes.
Medical information platform that achieved 'A' grade schema compliance and saw a 52% jump in rich result appearances.
Direct-to-consumer brand that unlocked 38 new AI answer citations and improved organic click-through rate by 33%.
Investment platform that achieved complete LLMO optimization and began appearing in AI-generated financial guidance answers.
SEO agency that used Seraph to white-label audits for 12 clients, improving average client scores from 51 to 86.
HR software platform that eliminated all critical schema errors and achieved brand entity recognition across major AI systems in 45 days.
B2B SaaS · Project Management · 90-Day Engagement
TechBridge Solutions had invested heavily in content marketing. Their blog published twice weekly, their product pages were thorough, and their Google rankings were respectable. But when their VP of Marketing asked their team to search for the brand in ChatGPT and Perplexity, the answer was almost always the same: someone else's product.
A Seraph audit on Day 1 revealed why. Despite strong topical coverage, TechBridge was essentially invisible to AI systems. Their brand entity was unconfirmed in public knowledge graphs, their core product pages had zero structured data, and 31 critical and high-severity schema issues were preventing them from qualifying for rich results. The content was good — but the signals that AI systems rely on were absent entirely.
| Severity | Finding | Impact |
|---|---|---|
| Critical | Brand not confirmed in Google Knowledge Graph | AI systems cannot reliably associate content with the brand entity |
| Critical | No structured data on core product pages | Missed eligibility for product rich results entirely |
| High | FAQ schema missing on 14 high-intent pages | Lost FAQ rich result placements across key queries |
| High | AI systems not citing brand in 94% of relevant queries | Near-zero LLMO visibility despite strong content library |
| Medium | OpenGraph data incomplete on 23 blog posts | Reduced social and AI preview quality across articles |
| Low | Missing alt text on product screenshots | Minor accessibility and contextual signal degradation |
Seraph's prioritized fix list gave the TechBridge team a sequenced roadmap — addressing entity fundamentals first, then AI optimization, then compounding the gains.
Fixed all 31 critical and high-severity schema errors. Added Article, Product, and FAQ schemas across 22 pages. Confirmed brand entity via Wikipedia stub, Wikidata entry, and Google Business Profile optimization.
Restructured 14 key pages for AI answer format compatibility. Added FAQ schema to pricing, features, and comparison pages. Built entity association signals across web properties, social profiles, and third-party directories.
Rich results appeared for 23 new queries. AI citation rate climbed measurably week over week. Organic traffic began compounding as new rich result placements drove incremental clicks from previously invisible queries.
"Before Seraph, we had no idea ChatGPT and Perplexity weren't citing us at all. Now we're showing up in AI answers for our most important queries — and our organic traffic is the highest it's ever been."
"Seraph found 47 schema opportunities we had completely missed. Our rich results jumped 31% in three weeks. I've never seen an audit tool surface fixes this clearly."
"The LLMO score was genuinely eye-opening. We had no idea AI systems weren't citing our brand for our own product keywords. Seraph made the invisible visible."
"We run Seraph for every new client now. It's become the foundation of our onboarding audit. Nothing else gives us this level of LLMO insight — and clients love seeing the score."
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