A Bangkok-based online furniture store specializing in modern, sustainable home furnishings for young professionals and families. Despite a growing product range, their brand appeared fragmented and outdated in AI interpretations, limiting visibility and trust in competitive searches.

Challenge

• Inconsistent and stale touchpoints → LLMs (ChatGPT, Gemini, Perplexity) frequently described the brand as “inactive” or “small local shop” due to dormant Facebook posts from 2013–2018, unclaimed Google Business Profile, sparse social activity, and mismatched directory listings
• Low algorithmic engagement → Meta, Google, and X rewarded active competitors with higher reach and shares, while the client’s profiles signaled stagnation, to AI evaluating the brand
• Misaligned AI perception → Queries like “best sustainable furniture Bangkok” or “modern eco-friendly home decor Thailand” rarely surfaced the brand accurately or favorably for the target audience (urban millennials and young families seeking quality, ethical pieces)

What Is Brand Entity Optimization? (Brief 2026 Explanation)

Brand Entity Optimization synchronizes every digital touchpoint like social profiles, directories, reviews, content, listings, and mentions, with your true source context (core offerings, values, and expertise). It starts with auditing how chatbots and search engines currently interpret your entity, then revitalizes signals to eliminate negative cues (e.g., years-old inactive posts that imply abandonment) and amplify positive, consistent activity. Algorithms on major platforms reward thriving, engaged profiles with greater distribution and visibility, which in turn strengthens AI citations, recommendations, and overall brand authority.

Solution

We performed a comprehensive AIO-driven entity audit and executed full touchpoint realignment:

• Entity & Interpretation Audit Tested 15+ LLMs with targeted prompts (e.g., “describe [brand] sustainable furniture Bangkok”) to map current perceptions, identify inactivity flags, and highlight attribute mismatches (e.g., missing “eco-friendly materials” or “modern Scandinavian style” associations).
• Touchpoint Cleanup & Revitalization Claimed/updated 50+ directories and profiles (Google Business Profile, Facebook, Instagram, X, Pinterest, LinkedIn, local furniture directories). Archived or hid outdated 2013–2018 posts that were not entity aligned; refreshed bios, cover photos, injected branding into posts, and pinned content to reflect current offerings.
• Consistent Activity & Engagement Boost Launched a revival posting schedule (5–7 pieces/week) using Claude 3.5 Sonnet for audience-aligned ideas (e.g., room styling tips, sustainability facts, customer stories). Applied semantic phrasing (e.g., “handcrafted sustainable teak furniture for modern Bangkok apartments”) across platforms. Encouraged and responded to reviews to build fresh E-E-A-T signals.
• Schema & Technical Alignment Added Organization + LocalBusiness schema site-wide; ensured NAP consistency and review markup for stronger entity resolution.
• Workflow Monitored via MCP CRM dashboard; integrated AI Social Management for ongoing content velocity.

Timeline

• Weeks 1–2: Full audit + interpretation analysis across LLMs and directories
• Weeks 3–4: Profile claims, cleanup, and initial content refresh
• Weeks 5–8: Active posting campaigns + review amplification
• Ongoing: Weekly health checks and adjustments

Results

• AI brand perception: Shifted from “inactive/outdated” to “leading sustainable furniture retailer in Bangkok” in 82% of tested LLM responses
• Profile engagement: +145% across Meta/X/Instagram (likes, comments, shares); directory visibility +80%
• Citation uplift: +155% in ChatGPT, Perplexity, and Gemini for core queries
• Traffic & revenue: +105% AI-referred visits; +38% online sales in Q2 2026
• Profile health: All major touchpoints now classified as “highly active” by platform algorithms

Client Feedback

“We never realized how much those old Facebook posts were hurting us in AI eyes. Once everything was aligned and active again, the brand started showing up properly in conversations and recommendations, sales from new traffic channels jumped noticeably.”