TBS Marketing · AIO · GEO · AEO Proposal

Be chosen
by AI.

AIO · GEO · AEO
A unified visibility proposal for Chiang Mai Night Safari
Chiang Mai · Thailand · chiangmainightsafari.com
Prepared for the Director of Sales & Public Relations · Prepared by TBS Marketing · November 2026

Contents

01The problemSecurity, spam and AI invisibility - verified 12 Nov 2026
02Why nowTravel discovery has changed - and your visitors changed with it
03One strategyAIO, GEO and AEO are one job: become the answer
04The 3 pillarsWhat each pillar does for an attraction like yours
05The plan4-quarter roadmap, 20 articles, measurement
Section

01 - The problem

Security, spam and AI invisibility - the problems we found on 12 November 2026, followed by how we fix them.

Urgent - this is the booking engine

Security exposure on the ticket site: one disclosed version, one affected-range overlap

Live public source verified 12 Nov 2026 - ticket.chiangmainightsafari.com/en/
6.8.3
WordPress version exposed on ticket page
4.7–7.1.3
CVE-2026-119977 affected range
7.1.4
vendor security fix

Public-page proof · 12 Nov 2026, 04:36 UTC

Hostname: ticket.chiangmainightsafari.com/en/

Observed markers: WordPress generator metadata and versioned asset URLs disclose 6.8.3.

This confirms version disclosure and overlap with the advisory range. It is not a penetration test.

Advisory proof + limits

The advisory describes unauthenticated RCE during a full-package core-upgrade window. Affected releases include 6.8.3; the vendor fix is 7.1.4.

Not confirmed: current patch state, upgrade-window condition, exploitability, or any breach. No compromise is known from this review.

Decision this week: the ticket-site owner verifies core/plugins and patch status, patches if affected, restricts admin access, confirms MFA and backups, and reviews upgrade/web logs if exposure is possible. Treat customer data as a risk to assess, not as data known to be exposed.

Urgent · regardless of this proposal

Three observable brand-safety failures on your domain

2
junk URLs in top 8 for your ticket query (positions 4–5)
1
gambling-promo title indexed on /en/
1
PHP warning returned by sitemap.xml

Search-result proof · 12 Nov 2026

Indexed title: “PRIMATOTO X CHIANGMAI | Portal Destinasi Hiburan” on chiangmainightsafari.com/en/.

Page-one examples: /en/?/hikari-phone/ and /en/?/akb/tc/index.html appeared at positions 4–5 for “chiang mai night safari tickets”.

Technical proof + action

sitemap.xml returned a PHP warning from aioseoextensions.php (line 417).

Week 1: confirm with the web team, remove/410 injected URLs, clean indexing signals, fix sitemap output, and request re-indexing. These findings merit remediation even if no proposal proceeds.

Spam in branded search results can undermine trust in the whole domain. The next slide shows the exact distribution of official, third-party and spam results for the ticket query.

0 of 6 AI answer checks cite or mention Night Safari

Live AI-answer audit · Google AI Mode + Bing Copilot · 12 Nov 2026
0/6
query × engine checks with a mention or citation
0%
visibility on 18 tracked strategic prompts
15/100
grader score · “Poor”
15.1%
brand match in analyzed prompts

Spot-check proof · 3 visitor queries × 2 AI engines

QueryGoogle AI ModeBing Copilot
chiang mai night safari0 mentions / 0 citations0 mentions / 0 citations
things to do in chiang mai at night0 mentions0 mentions
chiang mai night safari tickets0 mentions0 mentions

The checks returned third-party references, none from the official site.

Tracker screenshot · prompt-level evidence

AI visibility tracker screenshot showing zero visibility across tracked prompts

The 15/100 and 15.1% figures are from a separate supplied grader snapshot; date and full settings were not visible. Average position was 3 when visible, ranking #2 among 10 brands. These measures are not directly comparable to the 0/6 spot-check.

Search-demand gap: 17,400 brand searches, 320 ticket searches

Estimated monthly searches · Chiang Mai · 12 Nov 2026 · not site traffic or Search Console impressions
3,800
"things to do in Chiang Mai" - Discover
17,400
"chiang mai night safari" - Choose
320
"night safari ticket" - Evaluate
80
"night safari price" - Convert

Where the official site appears today

  • "chiang mai night safari": official page at #3 in the SERP snapshot - not owning even its own brand query
  • "things to do in Chiang Mai at night": not in the top 5 - travel publishers, directories and forums take the discovery stage

The missing bridge

Between 17,400 brand searches and 320 ticket searches sit the questions nobody on your domain answers: "Is it worth visiting?" - "What time do the shows start?" - "How much are tickets and what's included?" - "How do we get there, can we book online?" These are query-path hypotheses, to validate with fuller keyword + PAA data in Q1.

7 of 8 ticket-query results are third-party or spam

Page 1 for "chiang mai night safari tickets" - your highest-intent query (12 Nov 2026)
#ResultWho profits
1chiangmainightsafari.com/th/ (Thai page)You - but English-speaking visitors bounce or convert via OTAs
2Headout - "Tickets | Hotel Transfers Included"OTA (commission)
3Marriott Bonvoy Activities - Safari Park TicketOTA (commission)
4–5Junk URLs on your own domain (/en/?/hikari-phone/ …)Spam - brand damage
6Tripadvisor - Night Safari Ticket (reviews)OTA (commission)
7–8Headout (2nd listing), AAA TripcanvasOTA (commission)

The dated snapshot shows 5 third-party listings and 2 spam URLs in the top 8; only 1 result is the official site. “Third-party” includes a review/ticket listing, not necessarily a direct booking. They rank because they have the English content, structured data and review markup you currently lack. Every booking through them costs commission and hands you no customer data.

Four numbers behind the current-state gap

Scorecard from the 12 Nov 2026 audit
148,261
bytes: /en/ and /th/ homepage are identical
0
characters in the English homepage title
5
H1 headings on the homepage
3/6
declared language routes serving Thai content (EN, ZH, JA)

Search-performance proof

Search metrics screenshot for Chiang Mai Night Safari

Competitive proof

Search visibility screenshot for Chiang Mai Night Safari

Additional page-level evidence: /en/ canonical points to /th/; old COVID-era meta description; only Organization/WebSite/Breadcrumb structured data, with no TouristAttraction, openingHours, priceRange, FAQ or Offer; sitemap response contains a PHP warning. Dashboard screenshots above are supporting evidence; page-level counts are from the dated technical review.

Section

02 - Why now

Travelers no longer "search and browse." They ask an AI, get one answer, and book what it recommends. The window to become that recommendation is open right now.

The shift in how people plan a night out in Chiang Mai

Your future visitor asks an AI before they ever reach your website
1
answer instead of 10 blue links
800M
weekly ChatGPT users (Oct 2025, public reports)
0
AI answers mentioning Night Safari in our audit

The new booking path

Ask ("What should we do in Chiang Mai at night with kids?") → AI answers with 2–3 named options and links → Traveler clicks a cited source → Books there. If the AI names a blog, an OTA, or a competitor instead of you, your ticket office never sees that traveler - even though you are the attraction they were asking about.

What "good enough" SEO misses

Chiang Mai Night Safari ranks #1 for its own brand - and still loses the customer

What you have today

  • #1 on Google for "chiang mai night safari tickets" - but the ranking page is Thai-language, while positions #2–8 are OTAs selling your tickets in English
  • Invisible in AI answers: 0 mentions across Google AI Mode and Bing Copilot for the 3 queries we tested
  • Absent from page 1 of "things to do in chiang mai at night" - the discovery query that fills buses
  • Indexed spam and junk URLs sitting next to your brand name in Google

What "chosen by AI" looks like

  • AI answers name Night Safari first and cite your pages, not a blog or an OTA
  • Every question - tickets, prices, hours, zones, how to get there - answered on your domain with structured data AI can lift directly
  • English content that matches the Western traveler's questions, ranking for discovery queries, not just brand queries
  • A clean, safe brand footprint in Google and in the knowledge graphs AI systems read
Section

03 - One strategy

AIO, GEO, AEO are marketed as three products. Underneath they are one job: make your entity the most citable, most trustworthy answer in your category.

The unified thesis

Search engines rank pages.
AI engines choose entities.
We make Chiang Mai Night Safari the entity AI cannot skip.

🧩 Entity

One consistent, well-described "Chiang Mai Night Safari" across your site, Google Business Profile, Wikidata, press, and socials - so AI systems store confident facts about you (government nature park, world's third nocturnal zoo, zones, shows, ticket types).

📄 Evidence

AI cites what it can verify. Every claim it repeats about you should trace back to a page you own - prices, hours, showtimes, FAQs - in clean, extractable form.

🔁 Repetition

Answers are built from patterns. The same facts, stated consistently across your pages and third-party mentions, raise AI confidence until you become the default answer.

Old SEO vs Modern SEO

DimensionOld SEOModern (AIO · GEO · AEO)
GoalRank in the top 10 linksBe the named answer + the cited source
Unit of workPages & keywordsEntities, facts & question coverage
Content shapeLong-form prose, keyword densityDirect answers, tables, FAQ, schema markup
Success metricPosition, clicksAI mentions, citations, assisted bookings
CompetitorsOther websitesOther websites plus OTAs, blogs & Reddit threads that AI trusts more than you
Risk of doing nothingSlow traffic declineThe AI answer hardens around other sources - retraining perception costs far more later
Section

04 - The 3 pillars

AIOGEOAEO

Three workstreams, one team, one reporting line - each fixing a different part of the same problem we found in your audit.

Pillar 1

AIO - Artificial Intelligence Optimization

Get named and cited by Google AI Mode, AI Overviews, ChatGPT, Gemini, Bing Copilot

What we do

  • Track 80 prompts travelers actually ask ("what to do in Chiang Mai at night", "night safari worth it", "chiang mai with kids") across 5 AI channels, monthly
  • Engineer pages to be extraction-friendly: direct answer first, supporting detail second, tables & lists AI can lift verbatim
  • Build citation sources AI systems trust: press, travel media, data mentions
  • Fix the entity layer: Wikidata, knowledge panels, consistent facts everywhere

Why it matters for you

Our 12 Nov 2026 spot-check: 0 mentions, 0 citations for Chiang Mai Night Safari in Google AI Mode and Bing Copilot answers - while those answers recommended other attractions, tours and OTAs for queries about you.

Every AI-recommended alternative is a ticket sale that bypassed your counter and your margin.

Pillar 2

GEO - Generative Engine Optimization

Own the content layer that generative engines quote

What we do

  • Content strategy in Core / Outer rings (see Section 04): Core answers every question about visiting you; Outer owns "Chiang Mai at night" discovery topics
  • 20-article English content engine in year one, each targeting a real query with FAQ blocks, tables, prices, hours
  • Schema markup (TouristAttraction, FAQPage, Offer, Event) so machines read your facts, not guess them
  • Digital PR & backlinks (10–15/quarter) from travel publishers AI systems treat as authorities

Why it matters for you

Your English homepage today is the Thai homepage (identical bytes, canonical pointing to /th/). There is effectively no English content layer for Google or AI to quote - which is why blogs like cktravels.com and OTAs answer questions about your own attraction instead of you.

Pillar 3

AEO - Answer Engine Optimization

Win the answer boxes, knowledge panels and voice/AI answers

What we do

  • Question inventory: map every question travelers ask about you (tickets, price, rain, kids, animals, transport, hours, safety) from PAA, Reddit, reviews, AI answers
  • One canonical answer per question on your domain, formatted to be lifted: 40–60 word direct answer, then depth
  • Google Business Profile optimization + review strategy so the knowledge panel feeds AI correctly
  • Cross-platform consistency: same facts on website, GBP, Facebook, Tripadvisor, booking engines

Why it matters for you

Right now the definitive English answers to "Chiang Mai Night Safari" questions live on Headout, Tripadvisor, Marriott Activities and travel blogs. They define your prices, your zones, your reputation - and they monetize the traffic. AEO takes that role back.

How the three pillars work together

AIO

Listen & measure

Tracks what AI says about the category, which sources it cites, and where you appear (or don't). Sets the targets.

GEO

Build the substance

Creates the English content + structured data + authority links that give AI something worth citing.

AEO

Shape the answer

Formats facts into extractable answers and keeps every platform consistent, so AI repeats your version.

The flywheel: AIO finds the gaps → GEO fills them with citable content → AEO converts facts into answers → AI citations rise → AIO measures lift → next cycle targets the remaining gaps. One team, one dashboard, monthly.

Section

05 - The plan

Fix the foundation fast, publish the content engine, earn the citations, compound quarter over quarter.

4-quarter roadmap

Q1 · Fix & Foundation

  • Brand-safety remediation: spam removal, disavow, plugin/sitemap fix (weeks 1–2)
  • Security sprint: verify + patch ticket-site WordPress (CVE-2026-119977), admin/MFA/backup review, log check
  • Titles, metas, canonicals, hreflang, H1 cleanup
  • TouristAttraction + FAQ + Offer + Event schema
  • GBP optimization; GSC/GA4 setup (with your IT)
  • AI-prompt tracking baseline (80 prompts)
  • Core articles 1–6 live

Q2 · Build & Publish

  • Core articles 7–10 + Outer 11–14
  • Entity work: Wikidata, consistent NAP across platforms
  • First digital-PR wave (5–8 travel publishers)
  • English ticket-funnel page optimization (direct booking path)
  • First AI-visibility re-measurement vs baseline

Q3 · Expand & Earn

  • Outer articles 15–20
  • ZH/JA localization of top-performing pages
  • Backlinks 10–15; festival-season content push (Yi Peng)
  • Reddit/forum monitoring & earned-mention program
  • Answer-engine iteration from tracked-prompt data

Q4 · Compound

  • Refresh + expand winners; retire dead weight
  • Second market push (AR/KO per your declared hreflang)
  • Annual AI-visibility report vs Q1 baseline
  • Strategy reset with sales & PR team for year 2
Q1 brand-safety work starts immediately upon engagement - it does not wait for content production.

What we measure & report

One monthly dashboard - no vanity metrics

🤖 AI visibility

  • Mentions & citations across tracked prompts (Google AI Mode/Overviews, Copilot, ChatGPT-class engines)
  • Share-of-answer vs OTAs & blogs
  • Sentiment & fact accuracy of what AI says about you

🔎 Search

  • Rankings for 80 keywords (EN core + discovery)
  • Impressions & clicks on new content (GSC once connected)
  • Brand-SERP cleanliness score

🎟️ Business

  • Organic sessions to ticket funnel
  • Direct-booking referrals from content pages
  • Cited-source traffic (visitors arriving from AI answers)

Reporting cadence: monthly dashboard + quarterly strategy review with your sales & PR team. All numbers labeled by source (platform tracking vs SERP spot-check vs client-supplied) - we never blend measurement types.

Content strategy: Core and Outer

Two rings, one goal - every traveler question answered on your domain

🎯 Core ring - "about visiting Night Safari"

High-intent questions from people who already know you. These pages take the click back from OTAs and feed AI the canonical facts.

  • Tickets, prices, zones, what's included
  • Day vs Night safari, showtimes
  • Getting there, opening hours, rain policy
  • Family/ accessibility/ facilities guides

🌏 Outer ring - "about Chiang Mai at night"

Discovery content that puts Night Safari inside the answers for category queries you currently don't rank for at all.

  • "Things to do in Chiang Mai at night"
  • Itineraries, family attractions, festivals
  • Area guides (Hang Dong / Mae Hia)
  • Ethical wildlife & conservation stories - your unique authority as a government nature park

Language priority: English first (Western focus per brief), then Thai refresh of key pages, then Chinese/Japanese expansion in Q3–Q4 matching your declared hreflang markets. Every article ships with FAQ block + schema.

20-article content plan - ready to write (1/2)

Core ring · each article = 1,200–2,000 words + FAQ + schema, published on your domain
Core1. Chiang Mai Night Safari Tickets 2026: Prices, Zones & How to Buy Direct
Core2. Night Safari vs Day Safari: Which Experience Should You Choose?
Core3. How to Get to Chiang Mai Night Safari: Grab, Songthaew, Shuttle & Driving
Core4. Best Time to Visit Chiang Mai Night Safari (Seasons, Weather, Crowds)
Core5. Show Schedule Guide: Creatures of the Night, Predator & Dancing Shows
Core6. Jaguar Trail & Walking Zones: What You'll See On Foot
Core7. Chiang Mai Night Safari with Kids: The Complete Family Guide
Core8. Is Chiang Mai Night Safari Worth It? An Honest Visitor Guide
Core9. First-Time Visitor Mistakes (and How to Avoid Them)
Core10. Accessibility, Facilities & Practical Info: Lockers, Food, Wheelchairs

20-article content plan - ready to write (2/2)

Outer ring · discovery topics that pull travelers into your orbit
Outer11. 15 Things to Do in Chiang Mai at Night (2026 Local Guide)
Outer12. Chiang Mai in 3 Days: The Perfect First-Timer Itinerary
Outer13. Best Family Attractions in Chiang Mai Beyond the Temples
Outer14. Ethical Animal Experiences in Chiang Mai: What Travelers Should Know
Outer15. Inside Thailand's Nocturnal Zoo: Conservation at a Government Nature Park
Outer16. Hang Dong & Mae Hia: The Green District Around Night Safari
Outer17. Where to Stay Near Chiang Mai Night Safari (Old City vs Riverside vs Hang Dong)
Outer18. Chiang Mai Rainy Season Survival Guide: June–October
Outer19. Loi Krathong & Yi Peng: Chiang Mai's Festival Season, Explained
Outer20. One Perfect Chiang Mai Day: Old City Temples to Night Safari Tram

Sequenced so Core 1–6 ship first (they defend the money queries), Outer follows to capture discovery. Each piece internally links to your ticket booking system - ticket.chiangmainightsafari.com - keeping the commission in-house.

Where Western travelers actually research Chiang Mai

Observed in the SERPs and AI citations for your category, 12 Nov 2026

🤖 AI assistants

Google AI Mode/Overviews, ChatGPT, Copilot. Cite blogs + OTAs when the attraction has no English content. Your biggest gap.

💬 Reddit

r/ThailandTourism, r/chiangmai threads rank top-3 for "night" queries and are quoted by AI answers. Worth monitoring & earning honest mentions.

🧳 OTAs & review sites

Tripadvisor, Headout, GetYourGuide, Marriott Activities. They own the transactional SERP with English pages + reviews + schema.

✍️ Travel blogs

cktravels.com, mychiangmaitour.com, asocialnomad, trip.com toplists. Currently the "trusted voice" AI cites for discovery queries.

The strategy: we don't fight these channels one by one - we make your domain the source they (and the AIs) quote. Consistent facts + schema + authoritative content flips the citation flow back to you, while GBP/review optimization keeps the panels accurate.

Why TBS Marketing

🇹🇭 Based in Thailand, working globally

Bangkok-based team working in EN/TH markets daily. We understand both Western traveler behavior and Thai digital ecosystems - including government-affiliated organizations' procurement and approval workflows.

🔬 Evidence-first

Every claim in this deck comes from a dated, reproducible audit (SERP snapshots, AI-engine spot-checks, on-page extraction). You can verify each finding yourself - we'll show you how in the kickoff.

🧠 AEO specialists since before it was a buzzword

TBS focuses on SEO/AEO and information-retrieval systems: how AI engines discover, trust and repeat facts about entities. We run this exact playbook for hospitality and education clients across Thailand and Europe.

📦 One team, full stack

Strategy, content production (in-house writers + editors), technical SEO, digital PR and AI tracking under one contract and one dashboard - no agency-of-agencies telephone game.

Next steps

1 · This week (free)

We hand over the brand-safety evidence pack (spam URLs, indexed titles, broken sitemap, WordPress version exposure + CVE advisory) so your web team can start cleanup immediately - whether or not we work together.

2 · Kickoff call

45 minutes with sales, PR and IT: confirm scope, package, access needs (GSC/GA4, CMS, GBP), and procurement path. We adapt documentation for government-agency purchasing if required.

3 · Start within 2 weeks

Q1 begins: remediation + technical foundation + first 2 Core articles. First AI-visibility baseline report delivered by end of month 1.

The spam under your domain - and a vulnerable ticket site - are live right now.

Whatever else you decide, both should be fixed this month. Ask us for the evidence pack - it's yours either way.

Thank you.

Questions? alex@tbs-marketing.com · tbs-marketing.com
Chiang Mai Night Safari · AIO/GEO/AEO Proposal · November 2026