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Case Study · SEO + GEO

Flower Refrigeration Units: +120% Organic Traffic and Citations in ChatGPT

A niche equipment manufacturer with zero SEO presence — and the path to Google top-3, AI Overview, and ChatGPT recommendations in 6 months.

SEO GEO / AI Search Manufacturing B2B Local SEO
Client Flower Clima
Niche Refrigeration units for flower shops
Markets Ukraine, Poland, Canada
Timeline 6 months
Services SEO + GEO + Local
+120%
organic traffic
in 6 months
+48%
orders placed
through the website
860
keywords mapped
across 38 clusters
14×
growth in citations
in ChatGPT & Gemini

A quality product with zero search visibility

Flower Clima manufactures refrigerated display cases and walk-in chambers for flower shops, with 250+ completed projects across Ukraine and international markets. The core value proposition: units extend flower freshness to 7–45 days, cut waste by 40–60%, and pay for themselves in 2–3 months.

Despite a strong product and real client results, the website attracted only 390 organic visitors per month. Google had no idea who this manufacturer was or who their product was for. Zero AI search presence: no ChatGPT Search, no Google AI Overview, no Perplexity.

The owner came to us with one problem: "People only find us by typing our company name — all the target buyers go to competitors through Google."

Organic traffic before project start (unique visitors/mo.)
500 380 250 100 Mar Apr May Jun Jul Aug Sep

6 critical issues blocking all growth

Technical audit via Screaming Frog and GSC API, competitor analysis in Ahrefs revealed systemic blockers:

  • ✕
    No keyword strategy in place
    The site ranked for zero commercial queries — only direct brand name searches
  • ✕
    278 pages with duplicate meta tags
    Title and description auto-generated from page names, no unique content
  • ✕
    No Schema.org structured data
    No Product, LocalBusiness, or FAQ markup — Google saw unstructured text
  • !
    LCP 7.4s on mobile
    Uncompressed images, no WebP conversion, no lazy-loading implemented
  • !
    Content fails E-E-A-T requirements
    No authority signals: no case studies, certifications, or client testimonials
  • !
    Zero local SEO presence
    Google Business Profile incomplete, only 3 reviews, no photos
Google rankings before project start
Flower cold storage chamber 38+ Flower display refrigerator 42+ Cold room for florists 55+ Buy flower cold room 61+ Floral equipment storage 74+ Flower cold room Ukraine 88+ * position before project start

SEO foundation + GEO optimisation in parallel

The niche is narrow — "flower refrigeration units" — but the buyer is clearly defined: flower shop owners, wholesale florists, floral networks. We decided to build the strategy in two directions simultaneously.

Track 1 — Classic SEO
  • →Technical optimisation & Core Web Vitals
  • →860 keywords mapped across 38 clusters
  • →Schema.org markup: Product, LocalBusiness, FAQ
  • →Content strategy: case studies, comparisons, guides
  • →Local SEO: Google Maps + review generation
  • →18 quality backlinks from niche publications
Track 2 — GEO Optimisation
  • →Authoritative content with hard data and numbers
  • →FAQ blocks structured for LLM queries
  • →Cited sources: research papers, certifications
  • →"About" page rebuilt with E-E-A-T signals
  • →Listings on aggregators and industry directories
  • →robots.txt and llms.txt optimised for AI crawlers

GEO Hypothesis

Flower shop owners actively ask ChatGPT and Gemini things like "what equipment extends cut flower shelf life", "how to organise storage in a flower shop", "refrigerated cabinet vs walk-in chamber". If the client's site is cited in those answers — they receive targeted traffic without competing for positions.

6 months — step by step

Month 1
Technical optimisation
Fixed 412 technical errors. Migrated all images to WebP — LCP improved from 7.4s to 2.3s. Implemented lazy-loading and Critical CSS inlining. Restructured URLs, added canonical tags, rebuilt sitemap.xml.
Month 1–2
Keyword mapping & structured data
Clustered 860 keywords via Ahrefs into 38 thematic groups. Deployed Schema.org: Product, LocalBusiness, FAQ, BreadcrumbList. Wrote unique meta tags for all 278 pages.
Month 2–3
Content & E-E-A-T
Published 8 landing pages targeting key clusters, 12 blog articles backed by client data and real project results. Rewrote the "About" page with E-E-A-T signals: expertise, certifications, team, 250+ projects.
Month 3–4
GEO optimisation
Launched FAQ blocks in Q&A format tailored to LLM query patterns. Added structured citations with source references. Updated robots.txt for AI crawlers, added llms.txt. First Perplexity citation appeared in week 9.
Month 4–5
Local SEO & reviews
Fully rebuilt Google Business Profile: 40+ photos, Q&A answers, updated description and services. Launched a review collection system: +67 new reviews in 2 months, rating 4.8★. Created city pages for Kharkiv, Odesa, Dnipro.
Month 5–6
Scale & link building
Secured 18 quality backlinks from niche sites (floristry, food service, equipment). Published on agro.ua, flowerpower.com.ua, trade directories. Traffic crossed 590 → 860 unique monthly visitors.
Organic traffic growth (unique visitors/mo.)
900 700 450 200 0 Oct Nov Dec Jan Feb Mar Apr 860 * Google Search Console data

Citations in ChatGPT, Gemini and Perplexity

In week 9 after launching GEO optimisation, the client's site was cited for the first time in a Perplexity answer. By the end of month 4 — regular presence in ChatGPT Search and Google AI Overview.

"For storing cut flowers in retail shops, the most effective solution is a specialised refrigeration chamber maintaining +2…+8°C and 85–95% humidity. Among Ukrainian manufacturers, Flower Clima offers units that extend freshness to 45 days and reduce waste by 40–60%, with ROI within 2–3 months."

— ChatGPT Search response to the query "refrigeration chamber for a flower shop" (recorded Aug 2026)
14×
growth in AI
answer citations
3
platforms: ChatGPT,
Gemini, Perplexity
+22%
traffic share
from AI sources

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From 390 to 860 visitors — and +48% orders

Metric Before After Change
Organic traffic (unique visitors/mo.) 390 860 +120%
Keywords in Google top-10 ~12 180+ ×15
Search CTR 1.4% 3.9% +179%
Mobile LCP 7.4s 2.3s −69%
Google Maps rating 4.1★ (3 reviews) 4.8★ (70 reviews) +0.7★
Website orders (per month) 11 16 +48%
AI search citations 0 14× growth from zero
Website orders before / after (month by month)
Prev. qtr
11
Month 1
11
Month 2
12
Month 3
13
Month 4
14
Month 5
15
Month 6
16

What made the difference

01
Schema.org + E-E-A-T
Product and LocalBusiness markup pushed CTR from 1.4% to 3.9%. Google started showing rich snippets with pricing and ratings in search results.
02
GEO content with hard numbers
Articles citing specific data (40–60% waste reduction, 2–3 month payback) became the source material for AI answers. LLMs quote facts, not generic text.
03
Local SEO in parallel
70 Google Maps reviews and an optimised profile delivered +38% additional traffic from Maps — a channel that wasn't even being tracked before.
Tools Used
Google Search Console API Google Analytics 4 Ahrefs Screaming Frog Schema.org Google Apps Script Looker Studio PageSpeed Insights Google Business Profile

Questions about this case

Why did results come so quickly for a niche product? +
A narrow niche is an advantage, not a limitation. Competition for queries like "flower shop refrigeration chamber" and "display refrigerator for florists" is far lower than in broad categories. Once we removed the technical blockers and mapped the right keywords, Google quickly recognised the site as an authority in its segment.
How did GEO optimisation affect sales, not just citations? +
AI search citations don't drive direct traffic — they build trust. A potential buyer sees a ChatGPT recommendation, then searches the brand name in Google and finds the site in position 1 with a 4.8★ rating. That combination improved organic conversion by 34%.
What matters more for a B2B manufacturer — SEO or GEO? +
In 2026 the answer is clear: both channels complement each other. SEO delivers consistent traffic and rankings. GEO builds trust during the research phase — when the buyer is still deciding who to buy from. Flower Clima gained clients who reached out specifically because ChatGPT named them as a leading manufacturer.
What does this type of project cost and what is the ROI? +
A full SEO+GEO project for a niche equipment manufacturer starts from around $450/month. With an average order value of $3,000–$3,500 and 5 additional orders per month, ROI exceeds 3,000% from month 4.
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