Mentioned vs Perplexity: AI Visibility for Trade Contractors
What is Perplexity? What is Mentioned? (And why you might think they compete)
Perplexity is an AI search engine. A homeowner types "best HVAC in Providence" and Perplexity returns a synthesized answer with source citations.
Mentioned is an AI visibility tracker. It answers a different question: "When a homeowner searches Perplexity (or ChatGPT, Claude, Gemini) for the best contractor in my city, do they see my business?"
They are not competitors. Perplexity is one of the four engines Mentioned tracks. Think of it this way:
- Perplexity is what homeowners use to find you.
- Mentioned is what you use to make sure they find you.
If you use Perplexity as a contractor, you are a consumer of it. If you use Mentioned, you are solving the problem Perplexity created: your visibility inside it.
What Perplexity Does Well
Perplexity is genuinely useful for what it is built for.
It browses the web in real time. Unlike ChatGPT with a knowledge cutoff, Perplexity pulls live data. Ask it "current price of copper wire" or "new roofing codes in 2026" and you get current answers. It cites its sources directly. You see the links it pulled from. That transparency is its core differentiator against ChatGPT, which often cites sources but does not always show where it got them.
For contractors, Perplexity is valuable as a research tool. You can ask it to research competitor pricing, new trade techniques, supply costs, or what homeowners ask about your service. It will give you sourced answers in seconds.
The issue: Perplexity was never built to help contractors measure their own visibility. That is not its purpose. It is a search tool for information retrieval, not a monitoring or analytics platform.
Where Mentioned is Different (And Why It Matters)
Mentioned solves one specific problem: Are you visible in AI search engines when homeowners look for contractors in your city?
Three reasons this problem exists:
- Perplexity (and ChatGPT, Claude, Gemini) cite named businesses. When someone asks "best HVAC in Providence," the engine names three to five businesses. Either you are in that list, or you are not. There is no "second page" of results.
- Most trade contractors have no idea if they show up. 87% of contractors are completely invisible to these engines. They have Google Business Profile, reviews, and a website. None of that automatically translates to AI citation visibility. The signals are different.
- There was no way to measure it until now. You could manually query ChatGPT and Perplexity for your city dozens of times to check. Or you could use Mentioned to automate it, track it monthly, and get prioritized fixes.
Mentioned tracks four engines (ChatGPT, Perplexity, Claude, Gemini) and tests with queries a real homeowner would ask. You get back a score 0-100 based on:
- Citation presence: Are you named at all in these engines for your service and city?
- Citation accuracy: Are the details (phone, address, service area) correct when you are cited?
- Competitive position: Are you named as often as your competitors in the same market?
- Structured data health: Is your website giving AI engines the information they need to identify you clearly?
Most contractors score 15-35. The difference between 18 and 72 is usually three to four months of methodical work (schema markup fixes, citation cleanup, fresh Google reviews, trade directory listings). Mentioned shows you exactly what to fix, ranked by impact. You do the work (or hire an agency). Mentioned measures progress month to month.
Use Case Comparison
| Use Case | Perplexity | Mentioned |
|---|---|---|
| I want to research a competitor's pricing | Yes. Perplexity pulls current info fast. | No. Not what it is built for. |
| I want to know if AI engines cite my business | Manual. Query it 20+ times yourself. Tedious. | Yes. Automated, scored, tracked. |
| I want to track if my AI visibility is improving | No. It is a search tool, not a monitoring platform. | Yes. Monthly tracking, alerts, competitor benchmarks. |
| I want to see where my business should improve | No. It shows you search results, not audit data. | Yes. Ranked recommendations by revenue impact. |
| I want to check what new trade certifications are in demand | Yes. Real-time research. | No. |
| I want to know how often I am named vs my top 3 competitors | No. You would have to manually query and compare. | Yes. Direct competitor tracking. |
| I want to fix my visibility without paying for a service | Not applicable. It is a search tool. | No. But it shows you the exact fixes so you can DIY. |
Can You Use Both?
Yes. And most operators who take AI visibility seriously do.
Perplexity is useful for:
- Researching what homeowners are asking about your service area
- Understanding current pricing and market conditions
- Learning about new products or trade techniques
Mentioned is useful for:
- Finding out if you are visible in the engines that matter
- Spotting what you are missing (schema markup, citation accuracy, fresh reviews, directory presence)
- Tracking progress month to month
- Benchmarking against competitors
They are tools for different jobs. Perplexity makes you smarter about your market. Mentioned makes you visible in your market.
The Honest Take
If your business is already visible in ChatGPT, Perplexity, Claude, and Gemini for queries homeowners actually search, you do not need Mentioned. Run the free audit. If your score is above 70, you are already winning.
If you score below 50, you are leaking revenue. Homeowners are asking AI for your service in your city. They are getting competitors instead. Every month that stays true costs you customer acquisition.
Perplexity cannot fix that. It is a search engine, not a visibility platform.
Mentioned can tell you exactly what is broken and in what order to fix it.
Next Steps
Free audit at mentionedinai.com. 90 seconds. No credit card. You get back your score, competitive benchmarks, and a five-page report of exactly what to fix and in what order.
If you score 70 or above, congratulations. You are already visible. Mentioned's monthly tracking ($297/month) is overkill for you.
If you score below 50, you have a revenue leak. The fixes are doable (schema markup, citation cleanup, directory listings, fresh reviews). Mentioned shows you the priority order. Most contractors move 25-30 points in 90 days by following the roadmap.
If you want the work done for you instead of managing it yourself, Mentioned partners with agencies that specialize in AI visibility builds. Contact support@mentionedinai.com and we will connect you.
Join the founder cohort. 50 founding customers locked in at $297/month for life (or $1,497 lifetime, one-time). Closes July 4, 2026.
See your Perplexity AI visibility score in
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Common questions about AI visibility for Perplexity contractors in
Google ranks pages. AI search engines like ChatGPT and Perplexity name specific businesses in answers. A Perplexity contractor in can rank #1 on Google and still be invisible in ChatGPT, because the signals are different (schema, citations, structured data, training-data presence).
Most Perplexity contractors see meaningful score lift within 30-60 days of implementing the three core fixes: Google Business Profile completion, consistent industry directory listings, and schema markup. The 47-point gap between median (32) and top performers (79) is closeable.
Yes. Roughly 40% of homeowner searches now start in ChatGPT or Perplexity instead of Google. Even with strong Google rankings, you can be completely invisible in AI answers, which means losing calls you don't even know about.
Your AI visibility score across ChatGPT, Perplexity, Claude, and Gemini. Specific gap analysis against top performers in . Three highest-leverage fixes prioritized by impact. Takes 90 seconds, no card required.