Case study · SEO and AI search · Construction and fit-out · UAE
SEO and AI search for a signage and cladding manufacturer
2,163 AI citations reported by Bing Webmaster Tools, 11 May to 8 Nov 2026, plus 19K Google AI-feature impressions. Client name withheld.
By Khalil Ahmed, founder · 11 November 2026
The numbers, with the period
Over 16 months the site earned 21.3K Google clicks and 831.9K impressions. 312 non-brand queries average a first-page position, and AI answers cite its product pages for coating, cladding and signboard questions.
Period: 16 months (Jul 2025 to Nov 2026). Figures come from the client's own Google Search Console, Bing Webmaster Tools and Semrush accounts, read on 11 November 2026. How we measured
The reports, as recorded
Screen recordings of the client's dashboards. The brand name and page addresses are blurred; keywords, positions and numbers are unedited.
Searches the site ranks for, without its brand name
| Search | Average position | Impressions | Clicks |
|---|---|---|---|
| pvdf coating | 21.3 | 4,555 | 61 |
| signage companies in uae | 6.7 | 3,973 | 33 |
| signage | 7.0 | 23,453 | 27 |
| signage companies in dubai | 14.6 | 5,035 | 27 |
| mirror tv | 7.7 | 1,537 | 27 |
| pylon signage | 7.2 | 2,390 | 25 |
| signage company dubai | 8.3 | 3,145 | 22 |
| project signboard | 2.1 | 2,438 | 21 |
Grounding queries where Bing reports AI citations
| Grounding query | Topic | Citations | Citation share |
|---|---|---|---|
| pvdf coating | Building Materials | 151 | 9.77% |
| project sign board | Industry | 113 | 9.85% |
| glass cladding | Window & Door Replacement | 88 | 23.78% |
| pvdf coated | Industry | 65 | 17.24% |
| blade signs | Construction | 60 | 13.51% |
| warning signage | Safety | 44 | 5.02% |
| wet coating | Painting & Drywall | 40 | 27.97% |
| signage companies in dubai | Industry | 28 | 13.08% |
How often AI assistants name the brand
34/100 AI visibility
Semrush AI Visibility score, November 2026.
21 mentions, 23 citations
Times tracked AI answers named the brand or linked its pages as a source, in the Semrush reading of 11 November 2026.
Where it appears
ChatGPT, Google AI Mode, Gemini
How did the work run?
- Month 1
Buyer questions
Mapped the searches and AI prompts buyers use, then audited the site against them.
- Month 1–2
Pages that answer
Built and rewrote pages so each one answers a real buyer question clearly.
- Ongoing
Proof and listings
Strengthened the profiles, listings and sources that Google and AI assistants rely on.
- Every month
Measure and improve
Tracked rankings, AI citations and enquiries, and changed what was not working.
How we measured
- Sources
- Figures come from the client's own Google Search Console, Bing Webmaster Tools and Semrush accounts, read on 11 November 2026.
- Period
- 16 months (Jul 2025 to Nov 2026). Search Console keeps 16 months of data, so earlier results are not shown.
- Click
- A visit from a Google or Bing results page, as reported by Search Console or Bing Webmaster Tools.
- Impression
- A time the site appeared in search results for a query, as reported by the same tools.
- Non-brand query
- A search that does not include the client's name. These show visibility earned with new buyers.
- AI-feature impression
- A time a page appeared in Google's AI Overviews or AI Mode, from Search Console's Generative AI report.
- AI citation
- A time an AI answer linked the site as a source: in Bing Webmaster Tools' AI Performance report, which covers Microsoft Copilot, Bing AI summaries and select partners without a split, or in an AI answer tracked by Semrush.
- Grounding query
- A search that Bing's AI ran to find sources for an answer, as listed in the AI Performance report. It is not always the exact question a person typed.
- Citation share
- The site's share of all citations Bing counted for one grounding query in the period. Bing reports the share, not the total.
Questions about this case
Which signage and cladding topics earn AI citations?
From 11 May to 8 Nov 2026, Bing Webmaster Tools reported the most citations for these grounding queries: "pvdf coating" (151), "project sign board" (113), "glass cladding" (88), "pvdf coated" (65) and "blade signs" (60).
Which non-brand searches bring clicks from Google?
Over 16 months, Search Console shows "pvdf coating" (average position 21.3, 61 clicks), "signage companies in uae" (average position 6.7, 33 clicks), "signage" (average position 7, 27 clicks) and "signage companies in dubai" (average position 14.6, 27 clicks). Positions are averages for the period.
Are these Microsoft Copilot citations?
Partly. Bing Webmaster Tools' AI Performance report covers Microsoft Copilot, Bing AI summaries and select partners, and does not split them. That is why this page calls them AI citations reported by Bing Webmaster Tools.
Where do the numbers come from?
From the client's own Google Search Console, Bing Webmaster Tools and Semrush accounts, read on 11 November 2026. The client name and page addresses are withheld.
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5,762 AI citations reported by Bing Webmaster Tools, 11 May to 8 Nov 2026, on BIM standards and execution-plan questions.
WeTarseel
114,000 Google impressions in November 2025, from a site first indexed on 28 April 2025.
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