Mentioned vs Phantombuster: AI Visibility for Trade Contractors
If you're a trade contractor or HVAC shop owner looking to grow visibility, you might be comparing tools. But Mentioned and Phantombuster solve completely different problems. Here's how to think about them.
What Phantombuster Does Well
Phantombuster is a web automation and data scraping platform. It's built to extract data from LinkedIn, Twitter, email finders, and other social platforms at scale. If you're running lead gen campaigns and need to pull prospect lists, job changes, or contact info, Phantombuster handles that efficiently.
It's a solid tool for outbound teams that need to build lists fast and automate repetitive scraping tasks. It integrates with your workflow automation stacks (Zapier, Make) so you can pipe scraped data into your CRM automatically.
The trade downside: it doesn't tell you whether your prospects actually see you in AI tools. It just gives you lists to contact.
Where Mentioned Is Different
Mentioned answers a specific question that Phantombuster doesn't: Are your leads finding you when they ask AI?
When a contractor asks ChatGPT, Perplexity, Claude, or Gemini about HVAC services, electrical work, or plumbing in their area, who shows up? If you're not there, you're invisible to an increasingly large search behavior. Mentioned tracks your presence across all four major AI models and scores you on a simple 0-100 scale.
We audited 137 trade contractors. The median score is 32/100. The top shops hit 79. That's a 47-point gap. Most contractors have no idea which side of that gap they're on.
Mentioned gives you that clarity in 90 seconds. Then it shows you the exact reasons you're missing from AI (bad review distribution, thin content footprint, missing schema markup, weak local authority). It's a visibility diagnostic, not a contact list.
Best For
| Tool | Best For | You Need This If |
|---|---|---|
| Phantombuster | Building prospect lists and automating data extraction | You're doing cold outreach at volume and need lead lists fast |
| Mentioned | Measuring and improving AI visibility | You want to know if people find you when they ask AI, not just cold email them |
Can You Use Both?
Yes, actually. They're complementary, not competitive. Phantombuster builds your outreach lists. Mentioned tells you whether inbound is broken. If you're running paid ads and cold outreach but getting no inbound traction from AI search, Mentioned diagnoses the problem. Then you fix the foundation (reviews, content, schema) while your outbound keeps running.
Smart contractors run both: cold acquisition from Phantombuster lists while simultaneously improving their AI visibility score to capture inbound from AI queries. Over 12 months, inbound compounds and cold email ROI improves as your reputation signals strengthen.
What's Your AI Visibility Score?
Get a free 90-second audit at mentionedinai.com. See where you rank vs other contractors in your trade. No signup required.
We're locking in founder pricing through July 4: $297/month or $1,497 lifetime for the full platform (monthly tracking, competitor benchmarks, fix recommendations).
The dataset is public and open source (CC-BY-4.0). All 137 audits are available so you can see exactly how contractors in your area stack up.
See your Phantombuster AI visibility score in
Enter your business below. We run live queries across ChatGPT, Perplexity, Claude, and Gemini. You get your score in under 90 seconds.
Common questions about AI visibility for Phantombuster contractors in
Google ranks pages. AI search engines like ChatGPT and Perplexity name specific businesses in answers. A Phantombuster 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 Phantombuster 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.