www.buildteam.com AI Visibility — loft conversions in London | AnswerMonk
Analyzed on May 4, 2026 · Engines: ChatGPT, Claude, Gemini, Perplexity · Methodology
This report analyzes AI search visibility for www.buildteam.com (buildteam.com) in the loft conversions in London category — measuring how often the brand appears in AI-generated answers across all major LLMs.
AI Visibility Score
www.buildteam.com has an AI share-of-voice score of 0% for the query category "loft conversions in London".
Share of voice measures how often a brand appears in AI-generated answers, weighted by rank position and engine market share (ChatGPT 35%, Gemini 35%, Claude 20%, Perplexity 10%). A score of 100% means the brand appeared first in every prompt on every engine. A score of 0% means it did not appear in any response.
Engine-by-Engine Breakdown
Appearance rate is the percentage of intent prompts for the loft conversions in London category in which www.buildteam.com was named by each AI engine.
| AI Engine | www.buildteam.com Appearance Rate | Composite Score Weight |
|---|---|---|
| Gemini | 0% | 35% |
| ChatGPT | 0% | 35% |
Competitor Rankings in AI Search
The following brands were most frequently cited by AI engines in response to "loft conversions in London" queries. Citation share represents weighted appearance rate across all engines for this category.
| Rank | Brand | AI Citation Share |
|---|---|---|
| 1 | LCCL Construction | 56% |
| 2 | South London Lofts Ltd | 44% |
| 3 | Loftcraft London | 44% |
| 4 | Simply Loft | 44% |
| 5 | Loft London | 44% |
How this report was generated
AnswerMonk builds a network of 25–30 intent-based prompts for the loft conversions in London category — the natural-language queries real buyers send to ChatGPT, Claude, Gemini, and Perplexity. Each prompt is fired against all four engines. Responses are parsed, brand appearances recorded, and results aggregated into the share-of-voice score above using a market-share weighted formula.
Data reflects AI engine outputs as of May 4, 2026. AI outputs change as models are updated and as new content enters training and retrieval indexes. Scores should be interpreted as a point-in-time snapshot. Full methodology →
Sample prompts used in this analysis
The following are representative examples of the buyer queries run across AI engines for the loft conversions in London category. These reflect how real buyers phrase requests to ChatGPT, Gemini, Claude, and Perplexity when seeking recommendations.
- Find the best loft conversions in London
- What are the most trusted loft conversions in London?
- Which loft conversions has the highest customer ratings in London?
- Compare the top loft conversions available
- Who are the most reputable loft conversions near London?
- What loft conversions do industry experts recommend?
Brand appearance in responses to these prompts is what the share-of-voice score above measures. A brand that appears across all prompt types scores higher than one that only appears for a narrow query variant.
What this audit found: engine-level breakdown for www.buildteam.com
www.buildteam.com did not appear in any AI engine responses for the loft conversions in London category across this audit. All four engines — ChatGPT, Gemini, Claude, and Perplexity — returned responses that did not include www.buildteam.com. This typically means the brand's citation source footprint (reviews, directories, press) is not yet present in the sources these engines retrieve for this category. Competitors that did appear: LCCL Construction, South London Lofts Ltd, Loftcraft London.
- Gemini: 0% appearance rate across tested prompts — brand not cited in any response
- Chatgpt: 0% appearance rate across tested prompts — brand not cited in any response
The engine-level gap is the most actionable finding. Each AI engine retrieves from different source layers — ChatGPT prioritises web-browsed reviews and editorial content, Gemini pulls heavily from Google's indexed data, Claude retrieves from its training corpus plus browsed sources, and Perplexity surfaces real-time web results. A brand absent from one engine is typically under-represented in that engine's primary source type, not absent from the web entirely.
Improve AI search visibility for www.buildteam.com
The primary levers for improving AI citation share in the "loft conversions in London" category are: citation source coverage (appearing on the platforms AI engines retrieve most frequently), entity consistency across the web, and content that directly answers the buyer prompts run in this analysis.