A Bangkok-based SaaS company offering project management tools for remote teams (targeting tech startups and agencies). They ran Google Ads and Microsoft Advertising campaigns but saw stagnant ROAS (1.8x) amid rising AI-driven searches, with low visibility in generative answers from ChatGPT and Perplexity.

Challenge

• Ads not aligned with AI retrieval → minimal citations in LLMs for “best remote project tools Thailand”
• High CPCs and poor creative performance → 22% ad fatigue, 35% bounce rate on landing pages
• Scaling issues across Performance Max, Audience Ads, and Shopping campaigns without real-time optimization

Solution

We integrated AIO with our AI-Powered SEM service to make ads AI-visible and high-converting:

• AIO Alignment for Targeting Analyzed LLM preferences (Gemini query fanning, Perplexity citation sources) to map high-intent keywords and entities. Built entity-rich ad copy via Claude 3.5 Sonnet + GPT-4o, injecting FAQ schema and E-E-A-T signals for better AI grounding.
• AI Ad Creative & Bidding Generated variants with Flux for images and Kling 3.0 for video ads. Used Google Performance Max AI bidding + Microsoft Copilot for real-time adjustments based on 100+ signals, including AI-referred traffic sources.
• Optimized Landing Pages Created A/B variants via Framer AI + V0 by Vercel, with auto-metadata generation and Product/Offer schema. Integrated Tavily/SERPapi insights to ensure pages rank in agentic tool calls.
• Workflow Multi-LLM ideation (Kimi/DeepSeek for variants), human review in Figma, and MCP CRM for campaign tracking.

Timeline

• Week 1: AIO audit + keyword/entity mapping
• Weeks 2–3: Creative gen + ad setup (Claude Code for custom scripts)
• Week 4: Launch with A/B testing
• Ongoing: Weekly monitoring via GA4 AI attribution

Results

• ROAS: 1.8x → 4.2x
• AI citations: +120% in Gemini/Perplexity for target queries
• CTR: +58%; bounce rate: 35% → 18%
• Conversions: +72% overall; ad spend efficiency: +45%
• Revenue: +38% in Q2 2026

Client Feedback

“AIO made our ads pop in AI answers, and the AI creatives converted like never before. ROAS skyrocketed, essential for SaaS growth.”