Fictional demonstration — Restaurant
Demo Sushi Studio — AI Recommendation Report
This is a fictional layout demonstration. Every score, quote, review count, engine row, competitor comparison, and date below is invented for illustration. None is a customer result or a captured answer from a named platform.
Industry: Restaurant • City: Vancouver, BC • Report Month: March 2026 • Engines: Perplexity, Claude, Google Search
Coverage Score
Score band: good — Recommended in most AI answers; comparative queries still leave room to grow.
Engine Coverage Matrix
How each AI engine sees Demo Sushi Studio across all monitored queries.
| Engine | Avg Score | Primary | Listed | Absent | Top Evidence | Diagnosis |
|---|
| Perplexity | 82 | 6 | 4 | 2 | review_signal, location_signal | Strong — consistently recommended |
| Claude | 74 | 4 | 5 | 3 | review_signal, service_description | Good presence — top pick in some queries |
| Google Search | 58 | 2 | 4 | 6 | directory_data, location_signal | Moderate — mentioned but rarely primary |
Perplexity shows the strongest visibility because it heavily weights Google Reviews and Yelp signals. Google Search ranks lower because the site lacks structured data markup.
Cluster Performance
In this fictional example, comparative queries show weaker scores than general service queries. This is a layout illustration, not a measured recommendation trend.
Simulated Query Examples
The excerpts below are invented examples, not quotations from Perplexity, Claude, or Google Search.
Query: "best sushi restaurant in downtown Vancouver"
Perplexity • Score: 92 • primary
"For the best sushi in downtown Vancouver, Demo Sushi Studio stands out with its omakase experience and 4.8-star Google rating. Located on Robson Street, they offer both traditional nigiri and creative fusion rolls..."
Claude • Score: 60 • listed
"Here are some top sushi restaurants in downtown Vancouver: 1. Example Restaurant A 2. Demo Sushi Studio 3. Example Restaurant B. Each offers a distinct take on Japanese cuisine..."
Query: "Demo Sushi Studio Vancouver reviews"
Perplexity • Score: 100 • primary
"Demo Sushi Studio in Vancouver has strong reviews across platforms, with a 4.8 on Google (320+ reviews) and 4.5 on Yelp. Customers praise the fresh fish quality and attentive service..."
Google Search • Score: 60 • listed
Results show Demo Sushi Studio's Google Business profile, Yelp listing, and TripAdvisor page in the top 5 results, with review aggregation visible in the knowledge panel.
Score Breakdown Example
Base: 100 (primary) → + Evidence: +15 (3 signals: review_signal, location_signal, service_description) → = Score: 100 (capped)
Competitor Snapshot
| Competitor | Mentions | Primary | Avg Position | Engines |
|---|
| Example Restaurant A | 10 | 5 | 1.4 | Perplexity, Claude, Google |
| Example Restaurant B | 8 | 3 | 2.1 | Perplexity, Claude |
| Demo Sushi Studio | 9 | 4 | 1.8 | Perplexity, Claude, Google |
| Example Restaurant C | 4 | 0 | 3.5 | Perplexity |
The example illustrates how a competitor table could compare observed mentions when real queries and answers are available.
Key Findings & Recommendations
Strength: Strong review signals (4.8 Google, 4.5 Yelp) drive high Perplexity visibility. Validation queries perform well.
Gap: Google Search scores are lower due to missing structured data (no Restaurant schema, no AggregateRating markup).
Gap: Comparative queries underperform — the site doesn't clearly articulate differentiators vs. competitors.
Action: Add Restaurant + AggregateRating schema. Create an "About Our Omakase" page targeting informational and comparative queries.
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