<img src="gsc_6months.jpg" alt="...">Total clicks: 9.02k | Impressions: 340k | CTR: 2.7% | Avg position: 7.5
(6 months)
(6 months)
Table of Contents
- Project Background — What is Darumandu?
- Keyword Clustering & Search Intent Mapping
- Technical SEO Fixes — The Foundation
- On-Page SEO & Semantic Content Strategy
- Structured Data & Schema Markup
- Internal Linking Architecture
- Traffic Growth & GSC Performance Data
- GSC Achievement Milestones
- AI & LLM Brand Visibility
- Complete Technical Fix Log
- Next Steps & Growth Roadmap
When Darumandu came to me in January 2026, the site had near-zero organic presence. It was an e-commerce platform built for a genuinely underserved need — 24-hour online liquor delivery in Kathmandu — but Google had no idea it existed. There was no schema, a broken robots.txt, redirect chains, no internal linking strategy, and content that didn’t match how people actually searched.
Four months later: 9,020+ total organic clicks, 340,000+ impressions, a 229% year-over-year click increase, and the brand appearing as the #1 recommendation in Google’s AI Mode and ChatGPT when anyone searches for late-night alcohol delivery in Kathmandu. This is the full breakdown of exactly what was done.
Project scope: Technical SEO, on-page content, schema markup, Core Web Vitals, internal linking, and AI/LLM brand visibility strategy. Site: darumandu.com — Nepal’s 24-hour online liquor delivery platform. Engagement start: January 2026.
Project Background — What is Darumandu?
Darumandu is Nepal’s trusted 24-hour online liquor delivery service, operating across the Kathmandu Valley with domestic and imported spirits — whisky, beer, wine, vodka, and rum. The business runs around the clock with a transparent late-night service fee, positioning itself as the most reliable option for consumers needing alcohol delivered at any hour.
The Nepali market for online liquor delivery is nascent but growing fast. Search demand spikes around late-night hours, festivals, and social occasions. The core SEO opportunity: capture this demand before competitors could establish domain authority.
Primary objectives set at the start of the engagement:
- Build topical authority around 24-hour liquor delivery in Kathmandu
- Dominate local and transactional search intent for the Nepali market
- Establish brand presence in Google AI Mode, ChatGPT, Gemini, and Perplexity
- Achieve 2,000+ organic clicks per 28-day window within Q1 2026
- Pass Core Web Vitals on all key landing pages
Keyword Clustering & Search Intent Mapping
The foundation of the entire strategy was a cluster-based keyword architecture — not just a flat list of keywords, but a structured grouping by search intent that maps every keyword to a specific page type and content goal. Three intent layers were identified:
- late night alcohol delivery kathmandu
- 24 hours liquor delivery kathmandu
- online liquor delivery nepal
- spirits delivery kathmandu
- whisky delivery kathmandu night
- order alcohol online nepal
- beer delivery kathmandu anytime
- how to order alcohol online nepal
- best liquor brands in kathmandu
- imported whisky nepal price
- liquor delivery service nepal review
- 24 hour shop kathmandu
- darumandu delivery
- darumandu liquor nepal
- darumandu kathmandu service fee
Each cluster was mapped to a specific URL group — ensuring topical depth and zero keyword cannibalization. Transactional pages were built purely for conversion. Informational pages were built for trust-building and AI citability.
Why clustering matters for Nepal SEO: Most Nepal e-commerce sites target a long list of keywords on one page, confusing Google about the page’s purpose. A cluster model tells Google: this is the authoritative page for this specific intent — faster ranking, less internal competition, stronger topical authority signals.
Technical SEO Fixes — The Foundation
Before any content work began, the technical foundation was overhauled. A Screaming Frog crawl on day one revealed critical issues — all resolved in the first two weeks.
robots.txt Repair
The original robots.txt was misconfigured, blocking Googlebot from crawling key product and category pages. A corrected file was implemented allowing full crawl coverage while excluding only admin and checkout paths. Without this fix, none of the subsequent content work would have been indexed.
Sitemap Restructuring
The XML sitemap was rebuilt to reflect the new URL architecture, prioritising category pages (spirits, beer, wine) and high-intent landing pages. Lastmod timestamps were added and the sitemap submitted via GSC to trigger immediate re-crawl.
URL Structure Optimisation
Legacy URLs were generic and keyword-free. Every primary URL was restructured to a keyword-inclusive, human-readable format:
/24-hour-liquor-delivery-kathmandu//whisky-delivery-nepal//beer-order-online-kathmandu/
All legacy URLs were 301-redirected. Redirect chains (A→B→C hops) were collapsed to direct 301s (A→C) to preserve full link equity.
Core Web Vitals — Homepage Cluster
The homepage was optimised to pass Google’s Core Web Vitals thresholds. Key improvements: LCP via image compression and lazy loading; CLS by reserving layout space for above-the-fold images; INP via script deferral and main-thread unblocking. All three moved from “Needs Improvement” to “Good” within three weeks.
On-Page SEO & Semantic Content Strategy
All primary landing pages were rewritten with a semantic content approach — each page targeting a primary keyword cluster while incorporating semantically related terms naturally in the copy, allowing Google to understand topical relevance without keyword stuffing.
Homepage as Topical Hub
The homepage was restructured to function as the cluster anchor for the entire site. A semantic content block covered: what Darumandu offers, which Kathmandu Valley areas it serves, alcohol types available, delivery hours, pricing model, and a short trust-building “About Us” section in the footer.
Short “About Us” Footer Section
A concise About section was added to the footer of every page — anchoring Darumandu as Nepal’s most trusted 24-hour alcohol delivery service. This establishes E-E-A-T signals across the entire site and gives LLMs a citable, consistent entity description to reference.
Search Intent Alignment
Product category pages (whisky, vodka, rum, beer, wine) served both informational and transactional intent: brand descriptions alongside clear order CTAs. Every page either converted or built trust that contributed to conversion.
Structured Data & Schema Markup
Comprehensive schema markup was the single biggest driver of Darumandu’s AI Mode and LLM visibility. Structured data makes content machine-readable — exactly what Google’s AI Overview extraction algorithm and LLM training pipelines are optimised to process.
LocalBusiness Schema
A full LocalBusiness schema was added to the homepage including businessName, address (Kathmandu), openingHours (24/7), telephone, priceRange, and areaServed (Kathmandu Valley). This directly contributed to Darumandu’s appearance in Google Maps panels and AI-generated local summaries.
Product Schema
Every product page received Product schema with offers (price in NPR, availability: InStock) and aggregateRating. This improved product visibility in Google Shopping and rich results — and the 5.0 star rating displayed in ChatGPT came directly from this structured data.
BreadcrumbList Schema
BreadcrumbList schema was implemented sitewide, enabling breadcrumb SERP features and reducing duplicate content signals by clearly establishing the canonical page at each hierarchy level.
Internal Linking Architecture
A systematic internal linking structure was built to pass authority from high-traffic pages down to cluster target pages:
- Homepage → all primary cluster pages using exact-match and partial-match keyword anchor text
- Every category page → relevant product pages using descriptive contextual anchors
- Informational content → transactional pages using keyword-rich anchors aligned to the target cluster
- No generic anchors — “click here” and “read more” replaced with descriptive keyword-aligned terms throughout
Traffic Growth & GSC Performance Data
16-Month Full Performance View
The 16-month GSC view shows the full growth trajectory. The inflection point is unmistakable — the engagement started January 2026, and both clicks and impressions began climbing sharply, with the site going from single-digit daily clicks to consistently hitting 100+ per day.
gsc_16months.pngYear-over-Year Comparison
The YoY comparison is the most powerful number in this case study: 5.69k clicks vs 1.73k in the same period last year — a 229% increase. Impressions went from 87.7k to 203k. Average CTR improved from 2% to 2.8%, and position moved from 9 to 7.4.
gsc_yoy.pngQuarter-over-Quarter Comparison
The QoQ data confirms the growth is accelerating, not plateauing. Clicks grew from 3.48k to 5.69k (+64%). Impressions increased from 139k to 203k (+46%). This compounding growth pattern is what a well-structured cluster SEO strategy produces.
gsc_qoq.pngGSC Achievement Milestones
Google Search Console’s Achievements feature provides a timestamped record of click milestones hit in rolling 28-day windows. Darumandu’s progression tells the growth story in the clearest possible way:
achievements.jpgAI & LLM Brand Visibility — Google AI Mode & ChatGPT
Darumandu is now the #1 recommended brand in Google’s AI Mode and ChatGPT for late-night liquor delivery queries in Kathmandu. Not paid. Not an ad. Earned through structured, authoritative content.
Google AI Mode — Featured as #1 Result
For the query “night liquor delivery in kathmandu,” Google’s AI Mode surfaces Darumandu as the primary recommendation under 24/7 Delivery Services — above all competitor listings. The AI summary directly cites the site’s structured content including availability (24/7), product range, and the transparent late-night service fee.
google_ai.pngChatGPT — Top Recommended Service
When queried for “late night alcohol delivery in kathmandu” on ChatGPT, Darumandu Nepal Pvt Ltd appears as the #1 recommended service with a 5.0 star rating. This is a direct consequence of the brand’s structured information, schema markup, and consistent entity signals across the web.
chatgpt.png🤖 Why Darumandu Gets Cited by AI — The Technical Reasons
LLMs and Google’s AI systems cite brands that meet a specific set of signals. Here is exactly what drove Darumandu’s AI visibility:
- LocalBusiness schema with consistent NAP — established Darumandu as a verified, machine-readable local entity with clear geographic association
- Semantic FAQ-style content — key pages included direct Q&A sections matching the question-answer patterns LLMs extract
- High GSC click volume + strong position — 9k+ clicks and avg position 7.5 signal high relevance to AI training pipelines
- Brand mentions across trusted sources — local directory listings, Ghyampay guides, and third-party reviews reinforced entity authority
- Concise About Us footer copy — gave LLMs a clean, citable entity summary: who Darumandu is, what they do, where they operate
- Product schema with aggregateRating — the 5.0 star rating in ChatGPT came directly from structured data on the site
Complete Technical & On-Page Fix Log
| Fix Area | What Was Done | ✓ |
|---|---|---|
| robots.txt Done | Misconfiguration removed; Googlebot unblocked from all product/category pages | ✓ |
| XML Sitemap Done | Rebuilt with correct priorities, lastmod timestamps, submitted via GSC | ✓ |
| URL Structure Done | Keyword-inclusive clean URLs; legacy URLs 301-redirected | ✓ |
| Redirect Chains Done | All multi-hop chains collapsed to direct 301 redirects | ✓ |
| BreadcrumbList Schema Done | Sitewide JSON-LD; breadcrumb SERP features enabled | ✓ |
| LocalBusiness Schema Done | Full schema with 24/7 openingHours, NAP, areaServed, priceRange | ✓ |
| Product Schema Done | Price (NPR), availability, aggregateRating added to all product pages | ✓ |
| Core Web Vitals Done | Homepage LCP, CLS, INP all passing “Good” threshold | ✓ |
| Internal Linking Done | Cluster-based architecture; keyword-rich anchor text throughout | ✓ |
| On-Page Content Done | Semantic rewrites for all primary cluster pages; intent aligned | ✓ |
| Footer About Section Done | Brand entity copy added sitewide; consistent NAP and description | ✓ |
| Semantic Cluster Content Done | Topical hubs built for each keyword cluster; pillar-cluster architecture | ✓ |
| Search Intent Alignment Done | Every page audited and rewritten to match dominant query intent | ✓ |
Next Steps & Growth Roadmap
Immediate Priorities (May–June 2026)
- Unlock the 2.2k/28-day click milestone by expanding top-performing cluster pages with additional long-tail variants
- Add FAQPage schema to all category and landing pages to increase AI Overview citation likelihood
- Build citations on Nepali local directories — Hamrobazar, Sastodeal, Yellow Pages Nepal
- Expand Gemini AI visibility via structured product data and Google Merchant Center integration
- Launch informational blog cluster: “best whisky under NPR 3000,” “popular spirits in nepal,” “difference between rum and whisky”
Medium-Term (Q3 2026)
- Create Lalitpur and Bhaktapur delivery area pages to expand geographic keyword clusters beyond Kathmandu core
- Improve CTR from 2.7% to 4%+ via title tag and meta description A/B testing using GSC data
- Pursue featured snippet capture for “24 hour liquor delivery kathmandu” via structured answer content
- Digital PR: earn editorial mentions in Nepali lifestyle and food publications to reinforce entity authority
The compounding effect: Each milestone in this roadmap reinforces the previous ones. More backlinks → higher domain authority → easier ranking for new cluster pages → more GSC clicks → stronger AI citation signals → more brand searches. The strategy is designed to compound, not plateau.
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