AI visibility
AI visibility
GEOCO · share of voice across ChatGPT, Claude, Gemini and PerplexityLive · GEOCO · 19 May 2026
Overall score
9%
Poor — invisible in generic discovery prompts
ChatGPT
8.9%
39 mentions
Claude
8%
35 mentions
Gemini
9.3%
41 mentions
Perplexity
0%
0 mentions
Visibility trend
History builds as more GEOCO reports are added
This is the first snapshot. Drop subsequent monthly GEOCO exports into data/geoco/ and the trend chart will populate.
Prompts where H&L appears
5 of 44 tested prompts
| Prompt | ChatGPT | Claude | Gemini | Perplexity | Position |
|---|---|---|---|---|---|
| Does H&L Motors do Car service Hampton? | — | Strong | |||
| Does H&L Motors handle Prestige car repairs? | — | Strong | |||
| Does H&L Motors offer Diamond cut alloy wheel repair? | — | Strong | |||
| Does H&L Motors offer Prestige car bodyshop support? | — | Strong | |||
| What MOT Twickenham garages are reliable? | — | — | — | Weak |
Prompts where H&L is missing
39 generic discovery queries · top 12 shown
| Prompt | Currently winning |
|---|---|
| Can you recommend a VW service for 2018 models? | Competitors dominate (see GEOCO report for details) |
| Are there any VW approved garage options nearby? | Competitors dominate (see GEOCO report for details) |
| Where can I book a Car service Twickenham? | Competitors dominate (see GEOCO report for details) |
| I'm looking for a MOT near Kingston. | Competitors dominate (see GEOCO report for details) |
| What Car garage West London options take bookings? | Competitors dominate (see GEOCO report for details) |
| Find me an Audi approved garage. | Competitors dominate (see GEOCO report for details) |
| How do local garages compare for MOTs? | Competitors dominate (see GEOCO report for details) |
| Which garages are best for VW service? | Competitors dominate (see GEOCO report for details) |
| What Diamond cut alloy wheel repair places are in London? | Competitors dominate (see GEOCO report for details) |
| Can you recommend Diamond cut alloy wheel repair for 18-inch rims? | Competitors dominate (see GEOCO report for details) |
| Are there Alloy wheel refurbishment specialists nearby? | Competitors dominate (see GEOCO report for details) |
| Where can I get Alloy repair London done quickly? | Competitors dominate (see GEOCO report for details) |
Content opportunities: each missing prompt represents a query type where H&L could rank with focused content (e.g. service pages, brand-specific landing pages, location pages for surrounding postcodes).
Fetched 2 Jun 2026 · 21:02