// AEO ASSESSMENT

OohRay AEO Assessment Report
by Novastacks AI

oohray.com | Singapore Market

September 11, 2026 | Prepared by Novastacks AI

1.7 /10
AI-Invisible

Site Readiness: 1.5 · LLM Visibility: 1.8

Compared against: weekendgowhere.sg thrillark.com OohRay
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// 01 EXECUTIVE SUMMARY

OohRay Has the Singapore Catalogue. AI Search Recommends Klook Instead.

OohRay calls itself "your travel and experience platform": Singapore attractions, tours, airport transfers and car charters in one place, backed by OohRay Group. Yet in Singapore search data, oohray.com ranks for 0 keywords, while WeekendGoWhere ranks for 2,254.

When travellers ask AI where to book, OohRay is missing. Across 6 category and product searches on ChatGPT and Google, it appeared in none, and Klook, Pelago and Grab were recommended instead. Asked to compare OohRay with WeekendGoWhere and Thrillark directly, ChatGPT ranked OohRay third of three and told users to compare carefully before paying.

What is at stake is the shortlist. Google's AI answer to that comparison linked WeekendGoWhere and Thrillark, and sent its OohRay link to a sister site, oohraytravel.com.sg. On Trustpilot, Reddit and HardwareZone we found zero OohRay reviews or threads for AI to draw on. The catalogue is built; the data shows where it is being missed.

DomainRanked KeywordsEst. Traffic (ETV)#1 Positions#2-3#4-10
oohray.com00000
weekendgowhere.sg2,25410,7051535232
thrillark.com9523,2460371
// 02 AI VISIBILITY

ChatGPT Knows OohRay by Name, Then Cites Klook for All 3 Booking Queries

6 prompts each on ChatGPT and Google in Singapore; 5 scored, with the competitor-branded prompt kept as a diagnostic

ChatGPT Query Results

Prompt TypeQueryMentioned?Who Was Cited
BrandedWhat is Oohray (oohray.com) in Singapore, and is it a good platform to book travel experiences and transport?YesDescribed as a Singapore travel e-commerce platform run by OohRay Group. Cited oohray.com, oohraygroup.com and 4 companies.sg registry pages; no review sites cited
Competitor-branded (diagnostic, not scored)Is WeekendGoWhere Singapore reliable for booking attraction tickets and trips?NoAnswer stayed on WeekendGoWhere, citing 7 weekendgowhere.sg pages (STB-licensed, operating since 2012). OohRay was not suggested as an alternative
CategoryWhat are the best websites or apps to book discounted attraction tickets and things to do in Singapore?NoKlook ranked best overall, then Pelago; also cited Traveloka, KKday and GetYourGuide
Category (transport)What is the best platform to book an airport transfer or car rental with driver in Singapore?NoListed local limo operators (S3 Transport, MySingaporeDriver); cited Grab, Klook, Blacklane, Changi Airport and LTA
ComparisonOohray vs WeekendGoWhere vs Thrillark: which is better for booking attractions in Singapore?YesRanked OohRay 3rd of 3: WeekendGoWhere 1st, Thrillark 2nd, OohRay 'worth checking, but I'd compare carefully before paying'. Cited weekendgowhere.sg, thrillark.com and traveloka.com; no oohray.com page
Long-tailWhere can I buy cheap Singapore Oceanarium tickets online?NoKlook (1-day tickets around S$47) and the official Singapore Oceanarium site

ChatGPT mentioned OohRay in 2 of 5 scored prompts (the competitor-branded prompt is diagnostic only), and both mentions came from prompts that already named OohRay. In the 3 prompts a new customer would type, it cited 10 different outside sources and no OohRay page. When asked to compare, it placed OohRay last, and the answer leaned on WeekendGoWhere and Thrillark's own pages.

Google AI Overview Results

Query TypeQueryAIO Triggered?Prospect RankTop Results
BrandedWhat is Oohray (oohray.com) in Singapore, and is it a good platform to book travel experiences and transport?Yes#5 (privacy policy page)apps.apple.com OohRay Travel app (#1), oohraygroup.com (#2), pelago.com (#3); oohray.com cited in AI Overview
Competitor-branded (diagnostic)Is WeekendGoWhere Singapore reliable for booking attraction tickets and trips?YesAbsent from top 20weekendgowhere.sg (#1), facebook.com (#2), weekendgowhere.sg (#3)
CategoryWhat are the best websites or apps to book discounted attraction tickets and things to do in Singapore?YesAbsent from top 20pelago.com (#1), reddit.com (#2), gocity.com (#3)
Category (transport)What is the best platform to book an airport transfer or car rental with driver in Singapore?YesAbsent from top 20cnp.sg (#1), drivelah.sg (#2), mysingaporedriver.com (#3)
ComparisonOohray vs WeekendGoWhere vs Thrillark: which is better for booking attractions in Singapore?YesAbsent from top 20facebook.com (#1), thrillark.com (#2), weekendgowhere.sg (#9); both competitors cited in AI Overview
Long-tailWhere can I buy cheap Singapore Oceanarium tickets online?NoAbsent from top 20singaporeoceanarium.com (#1), klook.com (#2), sentosa.com.sg (#3); thrillark.com (#19)

Google showed an AI Overview for 5 of 6 prompts. oohray.com was cited in 1 of 5 scored prompts, the branded one, through its privacy policy page, and that overview relied on oohraytravel.com.sg to describe OohRay as a chauffeured-transport specialist. For the three-way comparison, the AI Overview cited both thrillark.com and weekendgowhere.sg and named OohRay, but linked the sister site oohraytravel.com.sg rather than oohray.com, which sat outside the top 20 organic results.

ChatGPT Status
2 of 5
Mentioned only when the prompt named OohRay; 0 of 3 booking prompts
Google AI Overview Status
1 of 5
Cited only for the branded prompt, via the privacy policy page
Google AI Mentions (Singapore)
0
WeekendGoWhere 319, Thrillark 49
AI Visibility Score
1.8/10
Branded 6.5, Core category 0.5, Comparison 3.0, Third-party reviews 1.0, Platform surface 1.0

Citation Surface Analysis

PlatformPresenceStrengthNotable
Google AI mentions index (Singapore)No0 mentionsBoth the domain and the brand name returned 0; WeekendGoWhere 319, Thrillark 49
Apple App StoreListedNot Enough RatingsOohRay Travel app (OOHRAY TRAVEL PTE. LTD.); the page shows no rating overview
Google PlayDriver app onlyNot collectedTop result for 'OohRay Travel app' is a driver app for accepting limo jobs, not the consumer booking app
YouTubeNo0 brand videosTop results for 'Oohray' are unrelated videos; no OohRay channel found
TrustpilotNo0 reviewsNo OohRay review page in filtered results
RedditNo0 threadsReddit threads appear in Google's AI answers for attraction booking prompts
HardwareZoneNo0 threadsSingapore's largest forum returned no OohRay discussion
Klook, Pelago, KKday, GetYourGuide, TravelokaNo0 brand resultsThe booking marketplaces AI cites most returned no OohRay listing in filtered checks
Company registries (companies.sg and others)Yes4 pages cited by ChatGPTRegistry entries, not reviews, carry the branded AI answer

We ran brand-filtered checks on 14 platforms and found no page about OohRay on any of them. The footprint AI can draw on is company-registry entries and an App Store page without enough ratings to display a score. Citation source landscape: across the 6 ChatGPT answers, the most-cited outside domains were klook.com (6 citations, appearing for attraction, transport and Oceanarium prompts, marketplace, OohRay not listed), companies.sg (4, branded prompt, company registry), traveloka.com (4, attraction and comparison prompts, marketplace, OohRay not listed), then pelago.com, grab.com, blacklane.com and singaporeoceanarium.com (2 each). Each marketplace in that list is a surface where an OohRay listing or review could be quoted.

See What AI Tells Singapore Travellers About OohRay

Every prompt, every answer and every source AI trusted instead of OohRay, read by senior principals against bookings rather than vanity metrics.

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// 03 SITE READINESS

All 4 Crawled OohRay Pages Serve 0 Words While Competitors Publish Guides and FAQs

Page-type coverage across oohray.com, weekendgowhere.sg and thrillark.com

Site Readiness1.5/10
Page TypeOohRayweekendgowhere.sgthrillark.com
Homepage✗ 0 words in page source (rendered: 630 characters, 0 H1)✓ 2,887 words, H1, 4 markup blocks✓ 665 words, H1 + 7 H2
Experience / product page✗ 0 words in page source; '0.0 (0 reviews)'⚠ 424 words, Product markup, 0 H2✓ 1,614 words, Product + FAQ markup
Category / listing hub✗ /discovery: 0 words in page source⚠ 543 words, 0 H2, no markup✓ 952 words, 10 H2
Transport booking⚠ Search widget; 0 words in page source✗ Not in main navigation⚠ Transportation category in navigation
Blog / travel guides✗ None linked in rendered nav or footer✓ ~200+ guides; 4 of top 5 pages by traffic✓ ~80+ posts; 4,982-word USS guide
FAQ / help⚠ Help & Support page; FAQ content not verified⚠ Booking conditions and ticket policy pages✓ FAQ page + FAQ markup on product page
Reviews / trust✗ Listed items show 'No reviews yet'✓ Testimonial page, 20+ reviews, licence TA03938✓ Trustpilot 4.4/5 shown on homepage
Site Readiness scores 1.5/10. Score capped at 30/100 (3.0/10) due to client-side rendering: bots cannot access content that only appears after JavaScript runs, and OohRay's computed score of 1.5 already sits below that cap. Both competitors serve full pages to crawlers and publish the informational formats AI answers quote: guides make up 4 of WeekendGoWhere's top 5 pages by estimated traffic, and Thrillark pairs an estimated 80+ blog posts with FAQ markup on product pages. OohRay's rendered navigation links to transactional sections and a Help & Support page, and we found no guide or FAQ hub linked from it.
Schema Implementation
1.0/10
0 markup blocks on 4 crawled pages
Content Extractability
1.0/10
0 words in page source on 4 pages
Citable Content Depth
2.0/10
Transactional pages only in crawled navigation
Technical AI Readiness
1.5/10
Capped at 2/10 for client-side rendering

See Which OohRay Pages AI Can Actually Read

Page-type coverage against WeekendGoWhere and Thrillark, showing which gaps cost OohRay the answers travellers see before they book.

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// 04 SITE INFRASTRUCTURE

Every Crawled OohRay Page Reaches Crawlers Empty, Capping Site Readiness at 30

Rendering, page signals and structured data across 4 representative pages per domain

Rendering & Bot Access: Pages Arrive as Empty Shells

Critical

The raw HTML that oohray.com sends for its homepage, Discovery listing, a product page and the transport page contains an empty application container, no title tag, 0 words, 0 H1 and 0 H2. The only server-sent search signal is one generic meta description, "Oohray - Your travel and experience platform", repeated on every page. Content appears only after JavaScript runs in a browser: the rendered homepage shows 630 characters of text and the rendered product page 3,535 characters, still with 0 H1. robots.txt and sitemap.xml both return 404, and product URLs use opaque IDs (/discovery/<uuid>) with no descriptive words.

The homepage is also slow to become usable. oohray.com scores 32 for performance, with FCP 3.5 s, LCP 14.3 s and CLS 0.004, plus 665 ms of total blocking time. Its Lighthouse SEO score of 100 is misleading: that test runs in a full browser after the page is assembled, and a crawler reading the raw HTML receives none of it.

Why it matters: AI crawlers that do not execute JavaScript see a blank page, so no copy, markup or content investment can be read until rendering changes. Under our scoring rubric this caps Technical AI Readiness at 2/10 and overall Site Readiness at 30/100.

Signal (homepage unless noted)oohray.comweekendgowhere.sgthrillark.com
Content in raw HTMLEmpty shell, 0 wordsFull page, 2,887 wordsFull page, 665 words
robots.txt404Not collectedNot collected
XML sitemap404HTML sitemap page (/pages/sitemap)Not collected
Lighthouse Performance325972
Lighthouse SEO (browser-rendered)1008592
FCP3.5 s1.9 s1.9 s
LCP14.3 s10.5 s2.4 s
CLS0.0040.0260.002
Total Blocking Time665 ms4.5 ms58 ms

Content Hierarchy & Signals: No Titles, Headings or Canonicals in the Page Source

Critical

Across the 4 crawled pages, oohray.com's page source carries no title tag, no H1 or H2, no canonical URL, no Open Graph image and no semantic page regions. After rendering, the homepage title reads "Welcome | Oohray" and the product page title "Inclusivity Walking Tours in Singapore | Oohray", so titles exist only for visitors whose browser runs the code. Both competitors ship a title, a single H1 and a canonical on all 4 of their crawled pages. The site has 17 locales configured in its framework yet 0 language-targeting tags; Thrillark declares 8 languages plus a default on 3 of its 4 pages.

Why it matters: titles, headings and canonicals are how search engines and AI systems label a page and decide which version to quote. Without them, the 21 pages of Discovery listings compete as unlabelled URLs.

Signal (4 crawled pages each)oohray.comweekendgowhere.sgthrillark.com
Title tag in page source0 of 44 of 44 of 4
Meta description1 generic text reused on 4 of 4Unique on 4 of 4Unique on 4 of 4; category page references tripxtours.com
H10 of 4 (also 0 after rendering)4 of 4 (category H1 is only 'WeekendGoWhere')4 of 4
H2 total0442
Canonical URL0 of 44 of 44 of 4
Language targeting0 tags (17 locales configured)0 tags8 languages + default on 3 of 4
Semantic page regionsNone of nav, main, article, section, footerarticle, section, footermain, section (article and nav on blog)
Visible breadcrumbs0 of 43 of 42 of 4
Product URL format/discovery/<uuid>/deals/changi-experience-studio-admission-ticket-905/singapore-oceanarium-tickets-t-1533/

Structured Data: 0 Markup Blocks on Any Crawled OohRay Page

Critical

oohray.com has 0 structured data blocks on all 4 crawled pages, and the rendered product page still carries 0 after JavaScript runs. WeekendGoWhere marks up its homepage with Organization, WebSite and SearchAction and its product page with Product and Offer (its homepage also declares an unexpected Recipe type). Thrillark's product page carries Product, Offer, AggregateRating and FAQPage, and its Universal Studios guide carries Article and BreadcrumbList.

Why it matters: structured data tells Google and AI systems what a page sells, at what price and with what rating, which is exactly what travellers ask assistants to compare. Both competitors provide it on transactional pages; OohRay's listings provide none of it to machines.

Page typeoohray.comweekendgowhere.sgthrillark.com
HomepageNoneOrganization, WebSite, SearchAction, ItemList, Review, Brand, RecipeOrganization, Review, Rating, ContactPoint
Category / listingNoneNoneOrganization, Review, ContactPoint
ProductNone (0 after rendering)Product, Offer, MerchantReturnPolicyProduct, Offer, AggregateRating, FAQPage
Guide / blogNo guide page found to testArticle, Organization, PersonArticle, BreadcrumbList, WebSite, SearchAction
TransportNoneNot crawledNot crawled

See the Build Issues Keeping OohRay Unreadable

The rendering, signal and markup issues holding OohRay back, ranked by business impact. Our agentic workflows ship fixes like these in weeks.

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// 05 CONTENT COMPETITIVENESS

0 Words Reach Crawlers From OohRay Pages Against 424 to 4,982 on Competitor Pages

Content depth across homepage, category, product and guide pages

Content Volume Gap: Competitor Pages Carry Hundreds to Thousands of Words

Critical

Every crawled oohray.com page carries 0 words in its page source. Even counting what a browser renders, the homepage shows 630 characters of text and the product page 3,535 characters. Thrillark's Universal Studios Singapore guide runs 4,982 words with 15 H2 sections, including a Top 10 FAQs block, and its Singapore Oceanarium product page runs 1,614 words across highlights, inclusions, cancellation policy and FAQs. WeekendGoWhere's homepage carries 2,887 words.

Why it matters: AI answers are assembled from passages that answer one question on their own, such as what a ticket includes or how to get there. Images help in Google Images and Discover, but they need surrounding text, captions and headings to tell machines what they show. OohRay's product listings currently offer machines no passage to quote.

Page type (words / H2 / images)oohray.comweekendgowhere.sgthrillark.com
Homepage0 / 0 / 0 (rendered: 630 characters)2,887 / 3 / 167665 / 7 / 75
Category / listing0 / 0 / 0543 / 0 / 42952 / 10 / 62
Product0 / 0 / 0 (rendered: 3,535 characters)424 / 0 / 321,614 / 10 / 18
Guide / blogNo guide page in crawled navigation1,617 / 1 (plus 14 H3) / 224,982 / 15 / 23
Transport0 / 0 / 0Not crawledNot crawled

FAQ & Guide Content: Competitors Earn Traffic From the Formats AI Quotes

High

WeekendGoWhere's top 150 ranked keywords by traffic land mostly on guides: 118 of them point to /guide/ pages, led by its Batam nightlife, seafood and shopping guides, and guides make up 4 of its top 5 pages by estimated traffic. Thrillark routes 49 of its top 150 keywords to /blog/ posts such as its Adventure Cove Waterpark and Universal Studios Singapore guides, and adds FAQ markup to product pages. OohRay's rendered navigation and footer link to Transport, Discovery, OohShop, F&B and a Help & Support page; we found no guide, blog or FAQ hub linked from either.

Why it matters: guides and FAQs answer the questions travellers put to AI before choosing a platform, from what to do to how to get there and what it costs. Competitors already hold those passages for attraction topics, so OohRay starts behind on them.

Signaloohray.comweekendgowhere.sgthrillark.com
Guide / blog libraryNone linked in rendered nav or footer~200+ guides (/guides)~80+ posts (/blog/)
Top 150 keywords landing on guides0 ranked keywords118 on /guide/ pages49 on /blog/ posts
FAQ presenceHelp & Support page; FAQ content not verifiedFAQ-style content on homepage and guideFAQ page, FAQPage markup on product page

See How OohRay's Content Stacks Up

Page-level content depth against both competitors, and the question formats AI quotes when travellers compare where to book.

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// 06 BRAND & POSITIONING

oohray.com Ranks #12 for Its Own Name and Outside the Top 20 on Every Booking Search Tested

Signal test: 3 core booking searches, 4 scored AI prompts and a brand search in Singapore

Category Signal Test: Outside the Top 20 on Every Booking Search Tested

Critical

We tested 3 core booking searches drawn from OohRay's own homepage language, plus the 4 other scored AI prompts, in Singapore Google results. oohray.com did not appear in the top 20 for any of the 7. WeekendGoWhere ranked #17 on two core searches and #9 on the three-way comparison; Thrillark ranked #17 on one core search, #2 on the comparison and #19 on the Oceanarium search. All 3 core searches triggered an AI Overview.

Why it matters: a 7-search sample is a signal test. It matches the 0 ranked keywords recorded for oohray.com in Singapore search data, and it shows category demand flowing to Klook, Pelago, Headout and the two competitors.

SearchTypeoohray.comweekendgowhere.sgthrillark.comAI Overview
attraction tickets SingaporeCoreOutside top 20#17Outside top 20Yes
things to do in Singapore bookingCoreOutside top 20Outside top 20#17Yes
travel experience booking platform SingaporeCoreOutside top 20#17Outside top 20Yes
Best websites or apps for discounted attraction ticketsCategory promptOutside top 20Outside top 20Outside top 20Yes
Best platform for airport transfer or car rental with driverTransport promptOutside top 20Outside top 20Outside top 20Yes
Oohray vs WeekendGoWhere vs ThrillarkComparison promptOutside top 20#9#2Yes
Cheap Singapore Oceanarium tickets onlineLong-tail promptOutside top 20Outside top 20#19No

Brand Fragmentation: Four OohRay Domains Split One Brand Name

High

A Google search for "Oohray" in Singapore returns oohraygroup.com at #1, oohraymotor.com.sg at #4 and oohraytravel.com.sg at #5. oohray.com's best page is its Contact us page at #12, behind Jobstreet listings and company-registry sites such as scam.sg, sgpbusiness.com and recordowl.com. For the branded AI prompt, oohray.com's only top-10 organic page was its privacy policy (#5), and Google's AI Overview used oohraytravel.com.sg's chauffeur copy to describe OohRay as a private-transport specialist. ChatGPT drew on 4 companies.sg registry pages for the same question. The top Google Play result for "OohRay Travel app" is a driver app for accepting limo jobs, and the App Store listing describes a chauffeured transport company founded in 2018.

Why it matters: AI systems build one brand description from whatever sources rank. The sources that rank today describe a group holding company, a car dealer, a limo operator and registry entries, and the attractions-and-transport booking platform on oohray.com sits behind all of them.

Brand search rankDomainWhat it shows
#1oohraygroup.comGroup corporate site
#2sg.jobstreet.comJob listings
#3scam.sgCompany registry entry
#4oohraymotor.com.sgCar import dealer
#5oohraytravel.com.sgChauffeur and limo site
#6sgpbusiness.comCompany registry entry
#7m.sgcarmart.comMotor dealer listing
#8sg.jobstreet.comJob listings
#9 to #11recordowl.com, app.guidesify.com, sg.ltddir.comCompany registry entries
#12oohray.comContact us page of the booking platform

Competitor Keyword Moat: WeekendGoWhere Owns Getaway Guides, Thrillark Owns Attraction Tickets

Competitive Intel

The two competitors share 61 keywords in Singapore; Thrillark outranks WeekendGoWhere on 35 and WeekendGoWhere leads on 26. Their traffic comes from different places. WeekendGoWhere's top page by estimated traffic is a Batam nightlife guide, and it holds #1 for terms such as "batam nightlife" and "batam seafood". Thrillark's top pages are Singapore Oceanarium, ArtScience Museum and SkyPark ticket pages, with 27 of its top 150 keywords on Chinese-language /zh/ pages. Thrillark competes as a regional platform: its homepage H1 reads "Discover Incredible Experiences Worldwide", its top destinations start with Dubai and Abu Dhabi, and its homepage HTML mentions Dubai 114 times against Singapore 10.

Why it matters: with 0 ranked keywords, oohray.com overlaps with neither competitor today. Singapore attraction tickets are contested by a regional platform with multilingual pages, and Batam getaways are held by a guide publisher.

DomainTop page by est. trafficWhere its top 150 keywords landMarket focus
weekendgowhere.sg/guide/best-batam-bars-nightlife-guide118 on /guide/ pagesSingapore travellers, regional getaways
thrillark.com/singapore-oceanarium-tickets-t-1533/49 on /blog/, 27 on /zh/Regional (Dubai, Abu Dhabi, Singapore and 5 more)
oohray.comNo ranking page0 ranked keywordsSingapore (SGD)

Bright Spot: Transport Is an Opportunity Neither Competitor Holds

Bright Spot

0 of the top 150 Singapore keywords for either competitor match airport, transfer, car rental, limo, chauffeur, taxi or maxi cab terms, and neither competitor appeared in ChatGPT's or Google's answers to the airport transfer and car rental prompt. Those answers cited Grab, Klook, Blacklane, CNP and local limo operators. OohRay already sells land transfers, car rental, airport pickup and drop-off, point-to-point rides and car charters, and Google's AI Overview already associates the brand with chauffeured transport.

Why it matters: transport is where OohRay's offer is broadest and where both competitors have no search footprint, which makes it the clearest category in which to establish the brand.

Signaloohray.comweekendgowhere.sgthrillark.com
Transport products6 booking types (Land Transfer, Car Rental, Airport Pickup, Airport Dropoff, Point to Point, Car Charter)Not in main navigationTransportation category in navigation
Transport terms in top 150 keywords0 ranked keywords overall00
Present in AI transport answersNoNoNo
Brand association in Google AI OverviewChauffeured limousine services, car rentals, cross-border transfersNot testedNot tested

See How Search and AI Position OohRay

How Google and AI currently describe OohRay, where four OohRay domains compete with each other, and the transport opening both competitors have left.

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// 07 ROADMAP & IMPACT

Roadmap: From 1.7 to 4.5 in 6 Months

Low readiness and low visibility: the site has to become readable before content and citations can compound

Site Readiness Score

Current1.5/10
Projected5.5/10

LLM Visibility Score

Current1.8/10
Projected3.8/10

Horizon 1: Infrastructure

0-30 days

+2.5 to +3.0 Site Readiness, by lifting the rendering cap that holds every other dimension down

01

Resolve Rendering & Bot Access (Section 04)

02

Fix Content Hierarchy & Signals on the Discovery, product and transport templates (Section 04)

03

Close the Structured Data gap on product and listing pages (Section 04)

Horizon 2: Content

30-90 days

+1.0 to +1.5 Site Readiness

01

Close the Content Volume Gap on product and category pages (Section 05)

02

Address the FAQ & Guide Content gap, starting from the Transport bright spot (Sections 05 and 06)

03

Resolve Brand Fragmentation so oohray.com leads its own brand results (Section 06)

Horizon 3: Authority

3-6 months

+1.5 to +2.5 LLM Visibility

01

Build the review and platform footprint shown in the Citation Surface Analysis (Section 02)

02

Earn presence on the sources in the citation source landscape (Section 02)

03

Contest the Category Signal Test searches (Section 06)

See OohRay's Prioritised Roadmap

A sequenced 6-month plan with projected score gains, held by senior principals from strategy through delivery and reported against bookings.

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// WHO WE ARE

Agentic Marketing Systems, Built by Senior Operators

Novastacks is not an agency selling AI as a buzzword. We are senior marketing operators with decades of experience at Expedia, Tencent, Klook, and Traveloka who built enterprise-grade AI marketing systems from the ground up.

What We Do

  • ▸AEO (Answer Engine Optimization) — Get your brand cited when prospects ask ChatGPT, Perplexity, and Google AI about your category
  • ▸SEO Integration — Traditional search visibility that compounds with AI visibility
  • ▸Custom AI Growth Systems — Agentic workflows, content engines, and data pipelines built for your business
  • ▸Fractional Growth Partner — Senior strategic leadership without the full-time overhead

What You Get From Us

01
Head-Level Strategy

Solutions designed by operators who've led growth marketing and SEO at the Director/VP level. Not juniors following playbooks.

02
Agentic Execution

AI-powered workflows that move at machine speed. Audits, content, optimization, and reporting that would take a team weeks, delivered in days.

03
Flexible Engagement

No bloated retainers. Scope of work tailored to your stage, budget, and goals. Start small, scale when you see results.

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