How a project management platform with strong content and weak signals went from Seraph Score 54 to 89 in 90 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."
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