AIsearchisthenewfrontpage
16% of Google searches now show AI Overviews. Consumers ask ChatGPT and Perplexity for the best SUV dealer near me instead of scrolling results. If AI does not mention your dealership, you do not exist in the fastest-growing search channel.
Multi-Surface Monitoring
Every day, we query ChatGPT, Google Gemini, Perplexity, and our built-in AI with purchase-intent prompts built from your actual inventory — makes, models, suburbs, and price ranges. Not generic templates — prompts that reflect what your real customers are searching for.
5-Dimension Scoring
Every AI response is scored on brand mention, factual accuracy, citation quality, competitive position, and sentiment. A single composite score tells you how visible you are across all AI surfaces — tracked over time so you can see if you are improving or declining.
Inaccuracy Detection
AI gets things wrong — wrong phone number, outdated address, fabricated pricing. We catch it automatically. Heuristic pattern matching flags mismatches against your verified dealer details and alerts you before a customer acts on bad information.
Auto-Generated Prompts
No manual prompt lists to maintain. The system reads your live inventory — makes, models, conditions, price bands — and generates 20-30 purchase-intent prompts automatically. GWM dealer? You get prompts like best GWM Haval H6 dealer in Knox — not generic best car dealer.
Cost-Controlled Architecture
Engineered for low cost from the ground up, with Perplexity and Gemini for web-grounded checks. Per-dealer monthly budget caps kick in automatically — expensive adapters are dropped before costs exceed your limit. You get AI visibility tracking without a $500/mo SaaS bill.
Schema Correlation Analysis
We track which of your pages get cited by AI and which don't — then correlate citation rates with your structured data. Vehicles with Product+Car JSON-LD get cited 3x more? You'll see that insight with a specific recommendation to add it to the rest.
Your AI search strategy
Traditional SEO tracks where you rank in Google results. AI Search Visibility tracks where you appear in AI-generated answers — a fundamentally different channel that's growing fast and has zero overlap with your existing SEO tools.
See your AI visibilityAI-aware meta generation
When your AI visibility is low, the SEO meta generator automatically adjusts its recommendations. Instead of generic meta descriptions, it suggests specific suburb names, model variants, and price ranges that AI search engines are more likely to surface and cite.
Improve your discoverabilityHelp AI find you
Tracking visibility is half the story. The other half is making your site easier for AI crawlers to understand. We auto-generate a machine-readable summary of your dealership, track which AI bots visit your site, and strengthen your entity signals so AI systems know exactly who you are.
Boost your AI presenceUnder The Hood
Visibility Enginedeep dive
Four independent adapters query different AI platforms through a unified interface. Two adapters provide knowledge-base LLM responses (what does the model know about your dealership?). Perplexity provides web-grounded search with real citations. Gemini Flash uses Google Search grounding as the closest proxy for AI Overviews behaviour. Every call routes through a centralized AI gateway for logging, caching, and cost tracking.
Each AI response is evaluated by a second LLM acting as a judge — at zero additional cost. The scorer receives the original prompt, the AI response, and your verified dealer details — then produces structured JSON scores across five dimensions. A heuristic inaccuracy detector runs in parallel, catching phone number mismatches (digit-normalised), address discrepancies (word overlap analysis), and pricing outliers (plus or minus 50% from your actual range).
The system tracks cumulative API costs per dealer per month in the database. When a dealer approaches the budget threshold, expensive adapters are automatically dropped — only free-tier adapters continue running. At the cap, the dealer is paused entirely until the next billing cycle. Cost estimates are stored per-check for full transparency in the admin dashboard.
The prompt generator reads your live vehicle inventory — distinct makes, models, conditions, and price ranges — then fills six template categories: purchase intent, service, comparison, and review queries. A GWM dealer in Knox with H6 and Cannon models gets prompts like best GWM dealer in Melbourne, where to buy a used Haval H6 near Knox, and compare GWM service centres in eastern suburbs. Prompts refresh automatically as your inventory changes.
AI visibility scores feed directly into your weekly SEO report (PDF and email). When you run an SEO A/B test (different meta titles, for instance), the system measures whether the change affected your AI citation rate — not just traditional CTR. Schema correlation analysis groups checks by query type and shows which structured data schemas (Product+Car, LocalBusiness, AggregateRating) correlate with higher citation rates across AI surfaces.
Three layers make your site AI-friendly. First, a machine-readable /llms-search.txt is auto-generated from your live inventory — dealer name, location, makes, models, price ranges, and services — so AI crawlers get a structured summary without scraping every page. Second, server middleware detects 12 AI bot User-Agent signatures and logs every visit, giving you a Bot Activity dashboard showing which AI systems crawl your site and how often. Third, your AutoDealer JSON-LD schema includes sameAs entity links to your Google Business Profile, Facebook, and Instagram — helping AI systems resolve your dealership as a verified entity rather than an unknown mention.