What our scraper found: Top 50 rising TH queries, Q1 2026.

How we built this list

Our scraping pipeline runs every night at 02:00 ICT. It pulls Google SERP for ~10,000 Thai+English queries we maintain in a tracking set, supplemented by ~3,000 fresh queries discovered each week from Pantip thread titles, Reddit r/Thailand traffic, App Store keyword auto-suggest, and AI-assistant prompt logs (anonymized, sourced from our client integrations).

For each query we estimate monthly volume using a blended model: weighted average of Google Keyword Planner, Pantip mention frequency, Reddit upvote velocity, and our internal click-through observations. Volume estimates are rounded to nearest 100/1,000/10,000 — they're directionally accurate, not Ahrefs-grade.

"Rising" means: Q1 2026 volume vs. Q1 2025 volume, after deduplication of synonym clusters, with absolute volume floor of 200 monthly searches (to filter noise). The 50 queries below all hit 200%+ YoY growth with statistical significance at p<0.05 across our weekly slices.

Intent codes: I informational, C commercial investigation, T transactional, N navigational. Classification is done by a fine-tuned classifier we trained on 50K labeled Thai queries and validated against human raters at 91% agreement.

SaaS / Tech (10 queries)

SaaS takeaway: Almost all SaaS growth queries are informational + early-funnel. Buyers are still figuring out what these tools are. Whoever owns the "what is X" pages owns the consideration set. Our topic-cluster framework is exactly built for this — pillar page on AI agents, 12 supporting articles on use cases, internal-link the cluster, refresh quarterly.

Finance / Fintech (10 queries)

Finance takeaway: Two themes — regulatory clarity (crypto tax, e-Tax invoice, ESG funds) and cross-border investment (IBKR, global tech funds). Thai retail investors are increasingly sophisticated and the queries reflect it. Brands answering these specific questions in Thai with named experts and dated examples will dominate.

Beauty / Wellness (10 queries)

Beauty takeaway: Highly compositional queries — ingredient + outcome + safety modifier. Pantip threads dominate the SERPs (see our Pantip long-tail piece) so brands must adopt the forum-shape pattern: real users, dated outcomes, failure modes. Generic "discover X" beauty pages don't rank.

Hospitality / Travel (10 queries)

Hospitality takeaway: Two macro drivers — inbound nomads/retirees needing visa info, and domestic Thai travelers seeking off-the-beaten-path destinations and pet-friendly options. Hotel/destination brands authoring native Thai content for the second segment have less competition than the English nomad segment.

Education / Career (10 queries)

Education takeaway: The fastest-growing segment is AI-adjacent skill acquisition (prompt engineering, data analyst transitions, AWS certs). Education brands that publish dated salary benchmarks, accredited course lists, and honest course-quality comparisons capture this audience. Generic "top 10 courses" articles do not.

SERP-feature notes (what shows up alongside the blue links)

Of the 50 queries:

• 34 trigger AI Overviews — meaning a generative AI summary appears above the organic results. Whoever gets cited in the AI Overview gets disproportionate clicks. See our AEO field report for the citation patterns.
• 22 trigger "People Also Ask" — the second-best opportunity for a brand to appear without ranking #1.
• 18 surface Pantip threads in top 5 — particularly in beauty, finance, and travel.
• 11 surface YouTube/TikTok video carousels — concentrated in education and beauty.
• 9 surface "shopping" or "product" SERP modules — concentrated in beauty and consumer SaaS.

How to use this report

1. Pick 1-3 queries that match your business. Don't try to chase all 50.
2. Audit the current SERP for those queries. Who's ranking, what shape is their content, what SERP features show.
3. Write the answer-first, specific, native-Thai content matching the patterns in our AEO report and Pantip long-tail breakdown.
4. Cluster the supporting content using the model in our topic-cluster engineering piece.
5. Set up bilingual hreflang correctly if you want to capture both TH and EN variants — see our hreflang guide.

Want the full dataset?

The 50 queries above are a curated public extract. Our full Q1 2026 dataset has ~3,400 rising queries (lower volume threshold, broader vertical coverage) plus monthly velocity, SERP-feature breakdown, and competitor concentration scores. We make the full dataset available to retainer clients as part of the engagement.

If you want a custom slice for your vertical (e.g., "all rising queries in B2B SaaS targeting Thai mid-market"), the SEO Agency Bangkok data team or Bangkok Digital Marketing can run it. Or email us directly with your vertical and we'll quote a one-off pull. For developer integrations (API access to the live scrape), Bluewich handles the engineering side.

Next drop: Q2 2026 in early July

We publish quarterly. The Q2 2026 report drops the first week of July with another 50 rising queries, plus a comparative analysis of which Q1 trends sustained and which ones flamed out. Subscribe via the insights index form to get notified.