Mentioned vs Glean: Which AI Tool Fits Your Trade Business
The Setup
If you're running a trade business (HVAC, plumbing, electrical, roofing), you're probably wearing multiple hats. You need lead flow. You need margins. You need visibility in the places your customers are already looking.
That's where the comparison gets interesting. Glean and Mentioned solve completely different problems. And knowing the difference can save you from buying the wrong tool.
What Glean Does Well
Glean is an Accounts Payable (AP) spend intelligence platform. It's built for finance teams to control vendor spend, flag duplicate payments, and find savings in your invoice stream. If you're writing checks to suppliers and want AI to catch overspends or payment errors, Glean is a solid tool.
It's especially useful if you're scaling fast and invoice volume is outpacing your ability to manually audit them. Finance teams love it. Your CFO would probably appreciate having visibility into where money's actually going.
But here's the thing: Glean solves a backend problem. It doesn't bring in a single lead or improve how prospects find you.
Where Mentioned Is Different
Mentioned solves the opposite problem: lead generation and brand visibility in AI. When someone searches for your service in ChatGPT, Perplexity, Claude, or Gemini, you either get mentioned or you don't. Most trade contractors don't.
Our dataset of 137 contractor audits shows the median visibility score is 32 out of 100. Top performers hit 79. That's a 47-point gap, and it translates directly to lead flow. When you're mentioned in AI, you get inbound phone calls from people who've already decided they need your service.
Mentioned tracks your presence across all four major AI models, runs a free 90-second audit so you can see exactly where you stand, and provides a public dataset of real contractor visibility patterns. No black box. No guessing.
The founder cohort closes July 4 at $297/month or $1,497 lifetime. After that, pricing goes standard. Early-stage contractors often use this to build a repeatable lead system before scaling ads.
The Honest Table: Who Each Tool Fits
| Use Case | Glean Wins | Mentioned Wins |
|---|---|---|
| Finance / AP automation | Yes | No |
| AI visibility & lead gen | No | Yes |
| Spend control | Yes | No |
| Contractor-specific | No | Yes |
| Search visibility | No | Yes |
| Training & support | Enterprise-focused | Founder-cohort heavy |
Can You Use Both?
Absolutely. They don't overlap. Glean tightens your backend. Mentioned tightens your front end (lead acquisition). If you're scaling, you probably want both: one to protect margins on supplier invoices, one to ensure you're visible when prospects are looking for you online.
Run Mentioned first. Visibility should come before scale. A 79/100 contractor getting 5-10 inbound calls per week from AI searches can afford to invest in AP automation. A 32/100 contractor wasting budget on ads nobody clicks doesn't need another tool yet.
What To Do Now
Take the free Mentioned audit. 90 seconds. See where your visibility actually is across ChatGPT, Perplexity, Claude, and Gemini. The dataset is public. The methodology is open. No gatekeeping.
If you're in the founder cohort window (closes July 4), lock in $297/month or $1,497 lifetime. If not, you'll join the standard pricing tier when enrollment reopens.
Then build your lead system. Visibility first. Margin protection second. Both matter. One just matters more when you're fighting for phone calls.
See your Glean 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 Glean contractors in
Google ranks pages. AI search engines like ChatGPT and Perplexity name specific businesses in answers. A Glean 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 Glean 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.