Interactive product demo
Explore a fictional business workspace. Click answer cells, filter complete results, inspect competitors and citations, plan recommendations, and review trackable AI referral traffic.
Everything below is demonstration data. No real business, customer, AI response, or performance claim is represented.
Interactive example workspace · no live AI calls
Latest weekly result
Based on 72 fictional answer samples · updated August 17, 2026
Visibility score
48
▲ 6 vs last week
Share of voice
18%
▲ 3 percentage points
Prompts covered
4/5
Across at least one engine
AI-referred visits
48
7 tracked conversions
Fictional recommendations tied to the answer evidence below.
Three missed answers cited competitors with explicit 24/7 service-area pages. Add precise availability, coverage, and response-time evidence.
Backed by 9 answer samples across ChatGPT, Perplexity, and Claude.
The most-cited regional directory omits Harbor & Pine’s water-heater service and lists an outdated service area.
The directory appeared in 7 of 15 cited answers.
Competitors are recommended using this framing, while Harbor & Pine’s site mentions the experience only in testimonials.
Observed in 5 samples for the older-home prompt.
Select any cell to inspect the answer evidence.
| Buyer question | ChatGPT | Perplexity | Claude | Gemini | Google AI Overviews |
|---|---|---|---|---|---|
| Who are the best plumbers in Grand Rapids, Michigan? | |||||
| Which Grand Rapids plumber offers emergency service? | |||||
| Who should I call for a water heater replacement in Grand Rapids? | |||||
| What are the most trusted plumbing companies in West Michigan? | |||||
| Best plumber for an older home near Grand Rapids |
“Who are the best plumbers in Grand Rapids, Michigan?” · ChatGPT · 3 repeat samples
For Who are the best plumbers in Grand Rapids, Michigan?, the answer recommends RapidRoot Plumbing and Harbor & Pine Plumbing among several options. Harbor & Pine Plumbing appears in position 2 and is described positively for transparent pricing, older-home experience, and clear service-area information.
Sources used in this sample
Share of voice
1. RapidRoot Plumbing
AIs say: fast response · widely reviewed
71
▲ 3
in 76% of answers
2. Westline Home Services
AIs say: full-service · established
59
▼ 1
in 64% of answers
3. Clearwater Mechanical
AIs say: water heaters · technical expertise
52
▲ 4
in 56% of answers
4. Harbor & Pine Plumbing (you)
AIs say: transparent pricing · older homes
48
▲ 6
in 44% of answers
5. Ottawa County Plumbing
AIs say: local · residential
31
— 0
in 28% of answers
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