Step-by-Step Breakdown
Each intervention documented with the measurable impact it produced.
Added a 55-word direct answer to the primary query in the opening paragraph. Before: the answer to "what does [product] do" was 280 words into the page. After: the opening paragraph IS the answer. GEO score: 28→40. AI engines extract the first substantive content block — leading with the answer is the most important structural change for any page.
Added Organization + SoftwareApplication JSON-LD schema. Before: zero schema. After: complete Organization schema with name, URL, description, logo, sameAs social profiles, SoftwareApplication feature list. GEO score: 40→58. Schema is the highest single-change impact — 18 points from one JSON-LD block. No other single intervention came close.
Added 7 missing entities: integrations (Slack, Salesforce, Jira), compliance standards (SOC 2, GDPR), use-case categories (Agile, sprint planning). Before: 3 entity mentions. After: 22. GEO score: 58→67. Entity density signals topical authority. AI engines expect these entities for any content to be considered authoritative in B2B SaaS.
Added 6 questions matching the top queries users ask AI engines before choosing this type of software. Added FAQPage JSON-LD. Before: no FAQ content. After: structured Q&A covering primary consideration queries. GEO score: 67→78. FAQ is the primary format Google AI Overview extracts from web pages.
Added team credentials section (founder background, years experience, relevant achievements) with Person schema for 3 key team members. Before: no team information on homepage. After: structured team profiles with expertise signals. GEO score: 78→86. Experience signals are consistently underweighted by product-focused pages.
Added 5 contextual internal links using anchor text matching target query patterns. Before: 2 generic internal links. After: 7 query-matched contextual links. GEO score: 86→94. Topical authority signals across the cluster lift the entire page's citation probability, not just the page being directly changed.
The Full Results
The 6 changes produced predictable, measurable GEO score improvements totalling +66 points. Schema had the largest single-change impact (+18). Direct answers and FAQ were closely matched (+12, +11). Entity coverage (+9), author credentials (+8), and internal linking (+8) each contributed meaningfully. No visual redesign was needed. The page now appears in AI answers for 3 target queries it was previously invisible for. Total implementation: 14 hours. The framework has since been applied to 47 other pages with consistent results.
“Seeing the score move after each individual change was what made this genuinely useful. We now have a ranked list of which interventions to prioritise for any page. Schema first. Direct answers second. FAQ third.”
— SEO Director, B2B SaaS Company
Replicate These Results
The same products that powered this case study are available on the free plan.