Case Study
SaaS Startup Appears in GPT-4 Answers Within 30 Days
A Southeast Asian SaaS company improved AI visibility with prompt optimisation, schema cleanup, and citation-ready source pages.
From audit gaps to AI citation readiness
Southeast Asian SaaS startup
A fast-growing Southeast Asian SaaS company had zero AI presence despite strong Google rankings. AppLabx benchmarked the brand against high-intent prompts, identified technical and content gaps, and prioritised fixes around entity clarity, structured data, and source-page retrievability.
After deploying the Accelerator GEO plan, they achieved first prompt citations within 28 days across ChatGPT and Gemini. The campaign focused on improving retrievability rather than vanity rankings, with prompt testing and reporting used to validate progress.
Results
Key Metrics
+62%
Citation Rate Lift
28 days
Time to AI Appearance
3
AI Models Covered
Services Used
How we delivered
- AI retrievability audit
- Prompt visibility benchmark
- Schema and metadata improvements
- Source-page content restructuring
- Trust signal calibration
- Progress reporting
"We didn't just want to rank — we wanted to be cited."