AI Visibility Research
85% of locksmiths are invisible to AI — the highest rate across all service industries. Emergency lockout searches are dominated by scam aggregators and fake listings, making AI extremely cautious about recommending individual locksmiths without strong verification signals.
Check your business85%
Invisible to ChatGPT
locksmith businesses
Thousands
Businesses analysed
15%
AI-visible
Can be found by AI assistants
2-4 weeks
Time to fix
With structured data + directories
The test
ChatGPT is extremely cautious with locksmith queries due to industry scam prevalence. It almost exclusively recommends MLA directory and Checkatrade — only 15% cite individual locksmiths.
Each AI system uses different data sources and citation patterns.
Source: Bing index
ChatGPT is extremely cautious with locksmith queries due to industry scam prevalence. It almost exclusively recommends MLA directory and Checkatrade — only 15% cite individual locksmiths.
Source: Live web crawl
Perplexity cites individual locksmiths 22% of the time, usually from Checkatrade profiles with strong review scores.
Source: Google index + Maps
Google AI Overviews for locksmith queries prioritise Google-guaranteed Local Services Ads. Locksmiths without the Google Guarantee badge are virtually invisible in AI summaries.
Locksmiths businesses face specific challenges that prevent AI assistants from finding and recommending them.
Locksmith SEO is plagued by scam aggregators that create fake listings in every city. AI has learned to distrust individual locksmith websites without strong verification.
Emergency lockout queries need instant answers — AI defaults to directories like Checkatrade and MLA-approved locksmiths rather than individual websites.
Most locksmith websites are thin single-page sites with no content beyond a phone number and service area.
Pricing is rarely published, and the industry's reputation for bait-and-switch pricing makes AI even more cautious.
What the visible businesses do differently
MLA (Master Locksmiths Association) membership visible in schema — the strongest trust signal for locksmith AI citations • Published fixed pricing: emergency callout fee, lock change, lock repair, key cutting, UPVC mechanism replacement • Checkatrade and MLA Find a Locksmith profiles with verified reviews • Rapid response time claims backed by Google reviews mentioning speed
Schema types that matter: Locksmith, HomeAndConstructionBusiness, LocalBusiness, Service
Master Locksmiths Association approval is the #1 trust signal. Add your MLA membership number to your schema markup. AI uses this to filter out scam operations.
Emergency callout (from £65), lock change (from £80), lock repair (from £55), key cutting (from £5). Fixed pricing combats the industry's bait-and-switch reputation.
These verified platforms are what AI trusts for locksmith recommendations. A Checkatrade profile with 20+ reviews is worth more than any SEO trick.
Dedicated emergency lockout page with response times, coverage area, and pricing. Add openingHoursSpecification for 24/7 availability in schema.
Locksmiths enter people's homes — AI needs to know you're vetted. Display DBS check, public liability insurance, and any police-approved contractor status.
Only about 15% of locksmith businesses are visible to ChatGPT. The rest are invisible because they lack the structured data, directory presence, and content that AI assistants need to make recommendations. Our research shows that ChatGPT relies on Bing's index for 87% of its citations.
Most locksmith businesses can achieve basic AI visibility within 2-4 weeks by adding structured data, claiming key directories, and submitting to Bing Webmaster Tools. Full optimisation (including review building and content creation) typically takes 2-3 months to show results.
Not directly. ChatGPT uses Bing's index, not Google's. However, the factors that help you rank on Google (structured data, quality content, reviews) also help on Bing. Our data shows that 87% of ChatGPT citations match Bing's top 10 results, while only 56% match Google's top 10.
It depends on the query. Google AI Overviews are strongest for local searches backed by Google Maps data. Perplexity crawls the web daily and often finds more niche results. ChatGPT relies on Bing's index and favours well-known directories.
locksmith businesses should use Locksmith, HomeAndConstructionBusiness, LocalBusiness, Service schema types. The most impactful is adding your business details (name, address, phone, hours, services) in structured data that AI can read programmatically.
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