A lot of the advice in this thread is good, so I'll stick to one point.
Let me tell you what a qualified lead is :)
A qualified lead is a potential customer who fits all of these criteria:
1. Is willing to use your service or your product at the non-negotiable price you set for it,
2. Has long term financial resources such that #1 is a stable and basically unchanging reality each month,
3. Understands that your product or service is premium, and while might not ultimately choose you, can be persuaded that you are worth your price,
4. Is willing to negotiate on project scope (if you're a consultant) or enterprise plan terms (if you're a SaaS) instead of price,
5. Will not spend more resources in customer support that they are paying you (or anywhere close to it),
6. Understands your price as a percentage of the value you are either saving them or giving them, and
7. Obviously, has a need for what you're offering.
Now, that's a qualified lead. How to find them is a different story, but you should not actively pursue a customer unless they fit all these criteria.
Understand that your price includes in the built-in cost of pursuing customers and making sales, be that as an individual consultant or SaaS company. You can't waste time with bad leads.
Once you find a single good lead, pursue referrals from that customer, because you've found a potential wellspring of good customers. You also should change the channels through which you're looking for leads.
Someone coming back saying that they can get $2/hr for what you're offering is not a qualified lead. That's...laughably opposite. My grandmother would offer to pay me more for a completely irrelevent service setting up her blog.
Let me give you an example of myself: I primarily cater to startups in the series A funding category - newly funded enough to be able to pay for security, but small enough that they haven't done so yet. Are companies outside this range prospective clients? Sure. Are they qualified leads? No. That's my successful market, the one I've determined my services are tailored to. So I'll talk with a company that approaches me but not burn time with them, and only actively pursue my qualified leads.
Look at what you're offering, determine who your qualified leads are, and reach out to them. Make an offer. Be sincere with a decision maker and make a pitch for your services.
Finally, without knowing what your SaaS is, I can't say if the market is responding that you need to drop your prices, but if it is helpful as you claim, it's most likely an issue of approaching the wrong customers. I'd like to believe you entered this SaaS business understanding the market for it and an appropriate price point - if not, you need to analyze that immediately. That said...a SaaS needs to be sustainable, and about the lowest I could imagine one would be profitable at scale is $19 a month (maybe $10 for the basic price tier).
Read a lot of patio11's work on this. Don't use a gut feeling for price, have a rational motivation for the number you pitch.