Dokaz Industries
What do the AIs say about your business?
Your customers now ask ChatGPT and Gemini "who's a good plumber in Tacoma?" before they open Google. The AI Visibility Monitor asks those models about your business every week, tells you whether you were mentioned, whether they got your website right, who they named instead — and how that changed since last week.
Subscribe — $19/mo Cancel any time. No contract.
How it works
1. Checkout
Tell us your business name, city and website at checkout. That is the whole setup.
2. We ask the AIs
Every Monday we put five fixed questions to a panel of models — OpenAI's ChatGPT, Google's Gemini and an open model (Qwen 3) — exactly the way a customer would.
3. You get the report
A short email with the numbers and the week-over-week change, plus a private page with every answer verbatim.
The five questions
- What can you tell me about <your business> in <your city>?
- Is <your business> in <your city> a good choice? What do reviews say?
- Recommend some businesses like <your business> in <your city>.
- What is the website of <your business> in <your city>?
- What services does <your business> in <your city> offer?
Fixed questions, every week, so the numbers are comparable. The first report arrives within minutes of checkout.
A sample report
Sample · Harbor Light Plumbing, Tacoma, WA · week 2026-W37
Mentioned
33%
5 of 15 answers · ▲ +20 pts
Website correct
7%
harborlightplumbing.com · — no change
Sentiment
5 / 10 / 0
positive / neutral / negative · +0 pos, +0 neg
Models asked
3
Llama 3.3 70B (open model, Cloudflare), ChatGPT (gpt-5-mini), Gemini Flash (Google)
Who the AIs name instead
Businesses named alongside or instead of Harbor Light Plumbing this week (heuristic — capitalised names in the answers):
- Puget Sound Plumbing ×4
- Narrows Drain Service ×3
- Commencement Bay Mechanical ×1
- Ruston Way Rooter ×1
- South Sound Drain Pros ×1
Question by question
| Question | Llama 3.3 70B (open model, Cloudflare) | ChatGPT (gpt-5-mini) | Gemini Flash (Google) |
|---|---|---|---|
| What can you tell me about Harbor Light Plumbing in Tacoma, WA? | mentioned positive | mentioned positive | not mentioned neutral |
| Is Harbor Light Plumbing in Tacoma, WA a good choice? What do reviews say? | mentioned positive | mentioned positive | not mentioned positive |
| Recommend some businesses like Harbor Light Plumbing in Tacoma, WA. | not mentioned neutral | not mentioned neutral | not mentioned neutral |
| What is the website of Harbor Light Plumbing in Tacoma, WA? | not mentioned neutral | not mentioned neutral | not mentioned neutral |
| What services does Harbor Light Plumbing in Tacoma, WA offer? | not mentioned neutral | mentioned neutral | not mentioned neutral |
The answers, verbatim
Llama 3.3 70B (open model, Cloudflare) — What can you tell me about Harbor Light Plumbing in Tacoma, WA? mentioned positive
Harbor Light Plumbing is a residential plumbing company in Tacoma known for water heater replacement and drain cleaning. Reviews describe the technicians as professional and reliable, with same-day service on most calls.
Llama 3.3 70B (open model, Cloudflare) — Is Harbor Light Plumbing in Tacoma, WA a good choice? What do reviews say? mentioned positive
Harbor Light Plumbing is generally considered a good choice. Customers praise the friendly staff and fair pricing, though a few mention scheduling delays during winter.
Llama 3.3 70B (open model, Cloudflare) — Recommend some businesses like Harbor Light Plumbing in Tacoma, WA. not mentioned neutral
Similar options in Tacoma include Puget Sound Plumbing, Narrows Drain Service and Commencement Bay Mechanical. Each handles residential repairs and emergency calls.
Llama 3.3 70B (open model, Cloudflare) — What is the website of Harbor Light Plumbing in Tacoma, WA? not mentioned neutral
I am not certain of the exact website. Searching for the business name on Google Maps will show its listing.
Llama 3.3 70B (open model, Cloudflare) — What services does Harbor Light Plumbing in Tacoma, WA offer? not mentioned neutral
Services typically include leak repair, drain cleaning, water heater installation and fixture replacement.
ChatGPT (gpt-5-mini) — What can you tell me about Harbor Light Plumbing in Tacoma, WA? mentioned positive
Harbor Light Plumbing is a licensed plumbing contractor serving Tacoma and Pierce County. It is well reviewed for responsiveness and clear pricing.
ChatGPT (gpt-5-mini) — Is Harbor Light Plumbing in Tacoma, WA a good choice? What do reviews say? mentioned positive
Reviews for Harbor Light Plumbing are largely positive, highlighting professional technicians and reasonable rates.
ChatGPT (gpt-5-mini) — Recommend some businesses like Harbor Light Plumbing in Tacoma, WA. not mentioned neutral
Comparable plumbers in Tacoma include Puget Sound Plumbing and South Sound Drain Pros.
ChatGPT (gpt-5-mini) — What is the website of Harbor Light Plumbing in Tacoma, WA? not mentioned neutral
The website is harborlightplumbing.com.
ChatGPT (gpt-5-mini) — What services does Harbor Light Plumbing in Tacoma, WA offer? mentioned neutral
Harbor Light Plumbing offers repairs, repiping, water heaters, sewer line inspection and emergency service.
Gemini Flash (Google) — What can you tell me about Harbor Light Plumbing in Tacoma, WA? not mentioned neutral
I do not have specific information about a business by that name in Tacoma. You may want to check Google Maps or Yelp for current details.
Gemini Flash (Google) — Is Harbor Light Plumbing in Tacoma, WA a good choice? What do reviews say? not mentioned positive
I could not find reviews for that business. Well-reviewed plumbers in Tacoma include Puget Sound Plumbing and Narrows Drain Service.
Gemini Flash (Google) — Recommend some businesses like Harbor Light Plumbing in Tacoma, WA. not mentioned neutral
Options in Tacoma include Puget Sound Plumbing, Narrows Drain Service and Ruston Way Rooter.
Gemini Flash (Google) — What is the website of Harbor Light Plumbing in Tacoma, WA? not mentioned neutral
I am not able to confirm the website for that business.
Gemini Flash (Google) — What services does Harbor Light Plumbing in Tacoma, WA offer? not mentioned neutral
Most residential plumbers in Tacoma offer leak repair, drain cleaning and water heater work; I cannot confirm the specific services of that business.
History
| Week | Mentioned | Answers |
|---|---|---|
| 2026-W37 (this report) | 53% | 15 |
| 2026-W36 | 33% | 15 |
| 2026-W35 | 27% | 15 |
Pricing
$19/mo, one business per subscription. Subscribe — $19/mo
Want a one-off deep dive instead? The Kleos AI visibility audit is a single $100 report — email pantheonunknown@gmail.com.
Honest notes
- "Mentioned", sentiment and competitor names are computed by simple, deterministic rules over the answers, so they are comparable week to week. They are a signal, not a verdict — the verbatim answers are always on your report page.
- AI answers vary between runs. A one-week dip is noise; a four-week trend is real.
- We never send your data anywhere except to the AI models as part of the question.