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Perspectives

Commentary on where AI search, content and agency work are heading, and what that means for brands.

15 articles

  1. TaxDome Switches to Active Client Pricing: What Tax and Accounting Firms Should Do Next

    TaxDome now prices by active clients, from 150 for $1,500 a year with 20 seats. What counts as active, what users report and what tax firms should do next.

    7 min read

  2. Food Media Is Becoming ChatGPT's New Evidence for Recommending Singapore Restaurants

    ChatGPT picks Singapore restaurants from guides it searches by name, while Gemini reads local food blogs. What that source split means for restaurant GEO.

    9 min read

  3. From Snapshot to Distribution: Why AI Visibility Reporting Is Competing on Evidence You Can Re-Run

    AI visibility reporting is moving from one-off snapshots to evidence a buyer can re-run. What SparkToro, Profound and Evertune published, and what to test.

    10 min read

  4. GEO Is Becoming an Agent-Run Agency Service: How Standardization Is Reshaping AI Visibility Retainers

    GEO agency service standardization: platforms now sell pitch audits, reporting and agents. What a GEO retainer includes when agents run it, and what stays human.

    9 min read

  5. Google Brings Preferred and Highly Cited Sources Into AI Search: What Singapore Brands Should Do Next

    Google Preferred Sources reached AI Overviews and AI Mode on May 27, 2026, with wider Highly Cited labels. What Singapore SMEs, clinics and schools should do next.

    8 min read

  6. OpenAI Brings ChatGPT Ads Below Answers: What Marketing Teams Should Do Next

    ChatGPT Ads is available in Singapore and 62 other countries as of October 2, 2026. What buying ads changes for pricing, tracking and organic visibility.

    11 min read

  7. Singapore GEO Contracts Are Moving From Project-Based to Monthly Retainers: How SMEs Should Choose

    Singapore GEO providers in 2026 sell a fixed project as the entry and a monthly retainer as the program. Contract terms, not rate cards, decide which fits an SME.

    10 min read

  8. Sitecore's Scrunch Acquisition Signals That AI Visibility Is Moving Into the CMS

    Sitecore's June 2026 Scrunch acquisition puts AI visibility inside the CMS. What the deal covers, where open-question evidence sits and what buyers should verify.

    8 min read

  9. The AI Visibility Market Has a Measurement Problem—and a Sampling-Depth Gap

    AI visibility tools sell a score built from one answer per prompt per day. Mention rates need intervals, and cited-source sets need far deeper sampling.

    10 min read

  10. The Business Value of AI Recommendations Goes Beyond ChatGPT Referral Traffic

    ChatGPT referral traffic records only buyers who click. Brand search, direct visits and sales notes carry the rest of the value of an AI recommendation.

    9 min read

  11. Google AI Overviews Are Changing SEO: How Singapore Brands Should Respond

    AI Overviews cut clicks by about 40% to 58% in third-party studies. What changed for SEO, what AI Mode adds and how Singapore brands should respond.

    10 min read

  12. Brand Memory Is Becoming the Constraint on AI Content: Why Memory Matters More Than Speed

    AI content is cheap to generate and hard to keep on-brand. Brand memory, not speed, decides consistency and how answer engines describe a brand.

    10 min read

  13. The Hidden Cost of Generic AI Content Goes Beyond the Subscription Price

    The hidden cost of generic AI content sits in rework, reader trust and AI citability, not the seat price. Nearly 40% of AI time savings go to rework.

    9 min read

  14. Agency Cost Is Splitting Into Three Delivery Models: How Brands Should Run an AI Cost Comparison

    An AI vs agency cost comparison now has three columns: agency retainers, in-house AI software and AI-operated services. Each leaves different work with the brand.

    10 min read

  15. Enterprise AI Content Mistakes Are a Governance Problem—and a Brand Equity Gap

    Enterprise AI content mistakes start in governance, not the model: no owner, thin review, no brand memory and no check on what AI engines repeat about the brand.

    10 min read

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